| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/01. Introduction/1. Introduction.mp4 |
8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/01. Introduction/1. Introduction.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/1. Installing Python.mp4 |
4.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/1. Installing Python.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/2. Installing PyCharm.mp4 |
22.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/2. Installing PyCharm.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/3. Installing TensorFlow and Keras.mp4 |
9.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/02. Environment Setup/3. Installing TensorFlow and Keras.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/1. Why to learn artificial intelligence and machine learning.mp4 |
41 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/1. Why to learn artificial intelligence and machine learning.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/2. Types of artificial intelligence learning.mp4 |
40.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/2. Types of artificial intelligence learning.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/3. Fundamentals of statistics.mp4 |
35.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/03. Artificial Intelligence Basics/3. Fundamentals of statistics.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/04. ### MACHINE LEARNING ###/1. Machine learning section.html |
471 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/1. What is linear regression.mp4 |
33.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/1. What is linear regression.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/2. Linear regression theory - optimization.mp4 |
34.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/2. Linear regression theory - optimization.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/3. Linear regression theory - gradient descent.mp4 |
31.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/3. Linear regression theory - gradient descent.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/4. Linear regression implementation I.mp4 |
92.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/4. Linear regression implementation I.vtt |
15 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/5. Linear regression implementation II.mp4 |
12.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/5. Linear regression implementation II.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/6. Mathematical formulation of linear regression.html |
275 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/05. Linear Regression/7.1 Linear Regression Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/1. What is logistic regression.mp4 |
48.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/1. What is logistic regression.vtt |
16 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/2. Logistic regression and maximum likelihood estimation.mp4 |
22.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/2. Logistic regression and maximum likelihood estimation.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/3. Logistic regression example I - sigmoid function.mp4 |
65.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/3. Logistic regression example I - sigmoid function.vtt |
13 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/4. Logistic regression example II- credit scoring.mp4 |
72 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/4. Logistic regression example II- credit scoring.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/5. Logistic regression example III - credit scoring.mp4 |
21 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/5. Logistic regression example III - credit scoring.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/6. Why is logistic regression linear.mp4 |
10.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/6. Why is logistic regression linear.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/7. Mathematical formulation of logistic regression.html |
263 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/06. Logistic Regression/8.2 Logistic Regression Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/07. Cross Validation/1. What is cross validation.mp4 |
24.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/07. Cross Validation/1. What is cross validation.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/07. Cross Validation/2. Cross validation example.mp4 |
15.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/07. Cross Validation/2. Cross validation example.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/07. Cross Validation/3.3 Cross Validation Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/1. What is the k-nearest neighbor classifier.mp4 |
13.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/1. What is the k-nearest neighbor classifier.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/2. Concept of lazy learning.mp4 |
16 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/2. Concept of lazy learning.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/3. Distance metrics - Euclidean-distance.mp4 |
21 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/3. Distance metrics - Euclidean-distance.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/4. Bias and variance trade-off.mp4 |
14.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/4. Bias and variance trade-off.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/5. K-nearest neighbor implementation I.mp4 |
16.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/5. K-nearest neighbor implementation I.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/6. K-nearest neighbor implementation II.mp4 |
56.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/6. K-nearest neighbor implementation II.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/7. K-nearest neighbor implementation III.mp4 |
13 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/7. K-nearest neighbor implementation III.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/8. Mathematical formulation of k-nearest neighbor classifier.html |
276 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/08. K-Nearest Neighbor Classifier/9.4 K-Nearest Neighbor Quiz.html |
18 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/1. What is the naive Bayes classifier.mp4 |
55 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/1. What is the naive Bayes classifier.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/2. Naive Bayes classifier illustration.mp4 |
9.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/2. Naive Bayes classifier illustration.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/3. Naive Bayes classifier implementation.mp4 |
11.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/3. Naive Bayes classifier implementation.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/4. What is text clustering.mp4 |
31.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/4. What is text clustering.vtt |
13 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/5. Text clustering - inverse document frequency (TF-IDF).mp4 |
14.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/5. Text clustering - inverse document frequency (TF-IDF).vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/6. Naive Bayes example - clustering news.mp4 |
79.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/6. Naive Bayes example - clustering news.vtt |
16 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/7. Mathematical formulation of naive Bayes classifier.html |
246 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/09. Naive Bayes Classifier/8.5 Naive Bayes Classifier Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/1. What are Support Vector Machines (SVMs).mp4 |
20.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/1. What are Support Vector Machines (SVMs).vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/10. Advantages and disadvantages.mp4 |
6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/10. Advantages and disadvantages.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/11. Mathematical formulation of Support Vector Machines (SVMs).html |
419 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/12.6 Support Vector Machines Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/2. Linearly separable problems.mp4 |
30.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/2. Linearly separable problems.vtt |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/3. Non-linearly separable problems.mp4 |
23 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/3. Non-linearly separable problems.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/4. Kernel functions.mp4 |
34.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/4. Kernel functions.vtt |
14 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/5. Support vector machine example I - simple.mp4 |
37.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/5. Support vector machine example I - simple.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/6. Support vector machine example II - iris dataset.mp4 |
18.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/6. Support vector machine example II - iris dataset.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/7. Support vector machines example III - parameter tuning.mp4 |
25.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/7. Support vector machines example III - parameter tuning.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/8. Support vector machine example IV - digit recognition.mp4 |
22 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/8. Support vector machine example IV - digit recognition.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/9. Support vector machine example V - digit recognition.mp4 |
14.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/10. Support Vector Machines (SVMs)/9. Support vector machine example V - digit recognition.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/1. What are decision trees.mp4 |
20.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/1. What are decision trees.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/10.7 Decision Trees Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/2. Entropy and information gain.mp4 |
26.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/2. Entropy and information gain.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/3. Example of how to construct decision trees.mp4 |
17.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/3. Example of how to construct decision trees.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/4. The Gini-index approach.mp4 |
27.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/4. The Gini-index approach.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/5. Decision trees introduction - pros and cons.mp4 |
7.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/5. Decision trees introduction - pros and cons.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/6. Decision trees implementation I.mp4 |
33.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/6. Decision trees implementation I.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/7. Decision trees implementation II - parameter tuning.mp4 |
14.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/7. Decision trees implementation II - parameter tuning.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/8. Decision tree implementation III - identifying cancer.mp4 |
16.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/8. Decision tree implementation III - identifying cancer.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/11. Decision Trees/9. Mathematical formulation of decision trees.html |
356 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/1. What is the bias-variance tradeoff.mp4 |
15.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/1. What is the bias-variance tradeoff.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/2. Pruning introduction.mp4 |
3.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/2. Pruning introduction.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/3. Bagging introduction.mp4 |
25.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/3. Bagging introduction.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/4. Random forest classifier introduction.mp4 |
10.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/4. Random forest classifier introduction.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/5. Random forests example I - iris dataset.mp4 |
20.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/5. Random forests example I - iris dataset.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/6. Random forests example II - credit scoring.mp4 |
33.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/6. Random forests example II - credit scoring.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/7. Random forests example III - OCR parameter tuning.mp4 |
31.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/7. Random forests example III - OCR parameter tuning.vtt |
13 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/8. Mathematical formulation of random forest classifiers.html |
263 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/12. Random Forest Classifier/9.8 Random Forests Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/1. What is boosting.mp4 |
15.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/1. What is boosting.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/2. Boosting introduction - illustration.mp4 |
11.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/2. Boosting introduction - illustration.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/3. Boosting introduction - equations.mp4 |
13.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/3. Boosting introduction - equations.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/4. Boosting introduction - final formula.mp4 |
36.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/4. Boosting introduction - final formula.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/5. Boosting implementation I - iris dataset.mp4 |
31.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/5. Boosting implementation I - iris dataset.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/6. Boosting implementation II -wine classification.mp4 |
38.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/6. Boosting implementation II -wine classification.vtt |
15 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/7. Boosting vs. bagging.mp4 |
6.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/7. Boosting vs. bagging.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/8. Mathematical formulation of boosting.html |
290 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/13. Boosting/9.9 Boosting Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/1. Principal component analysis (PCA) introduction.mp4 |
20.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/1. Principal component analysis (PCA) introduction.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/2. Mathematical formulation of principal components.mp4 |
12.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/2. Mathematical formulation of principal components.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/3. Principal component analysis example I.mp4 |
38.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/3. Principal component analysis example I.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/4. Principal component analysis example II.mp4 |
26.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/4. Principal component analysis example II.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/5. Mathematical formulation of principle component analysis (PCA).html |
282 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/14. Principal Component Analysis (PCA)/6.10 PCA Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/1. K-means clustering introduction.mp4 |
16.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/1. K-means clustering introduction.vtt |
15 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/10.11 Clustering Quiz.html |
16 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/2. K-means clustering example.mp4 |
19.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/2. K-means clustering example.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/3. K-means clustering - text clustering.mp4 |
54.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/3. K-means clustering - text clustering.vtt |
11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/4. DBSCAN introduction.mp4 |
11.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/4. DBSCAN introduction.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/5. DBSCAN example.mp4 |
20.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/5. DBSCAN example.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/6. Hierarchical clustering introduction.mp4 |
16.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/6. Hierarchical clustering introduction.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/7. Hierarchical clustering example.mp4 |
20.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/7. Hierarchical clustering example.vtt |
9 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/15. Clustering/8. Hierarchical clustering - market segmentation.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/16. Machine Learning Project I - Face Recognition/1. The Olivetti dataset.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/16. Machine Learning Project I - Face Recognition/3. Finding optimal number of principal components (eigenvectors).mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/16. Machine Learning Project I - Face Recognition/4. Understanding eigenfaces.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/16. Machine Learning Project I - Face Recognition/5. Constructing the machine learning models.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/16. Machine Learning Project I - Face Recognition/6. Using cross-validation.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/17. ### NEURAL NETWORKS AND DEEP LEARNING ###/1. Neural networks and deep learning section.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/1. What are feed-forward neural networks.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/2. Artificial neural networks - the model.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/2. Artificial neural networks - the model.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/3. Why to use activation functions.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/4. Neural networks - the big picture.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/5. Using bias nodes in the neural network.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/6. How to measure the error of the network.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/7. Optimization with gradient descent.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/8. Gradient descent with backpropagation.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/18. Feed-Forward Neural Network Theory/9. Backpropagation explained.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/1. Simple neural network implementation - XOR problem.mp4 |
23.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/1. Simple neural network implementation - XOR problem.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/2. Linearly and non-linearly separable problems.mp4 |
12.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/2. Linearly and non-linearly separable problems.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/3. Credit scoring with simple neural networks.mp4 |
29 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/19. Simple Feed-Forward Neural Network Implementation/3. Credit scoring with simple neural networks.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/20. Deep Learning/1. Types of neural networks.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/1. What are deep neural networks.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/10.13 Deep Neural Networks Quiz.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/2. Vanishing and exploding gradients problem.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/2. Vanishing and exploding gradients problem.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/3. Activation functions and weight initializations.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/4. Softmax activation function.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/5. Loss functions revisited.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/5. Loss functions revisited.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/6. Gradient descent and stochastic gradient descent.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/7. Normalization, batches and epochs.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/8. Regularization.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/8. Regularization.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/21. Deep Neural Networks Theory/9. Mathematical formulation of deep neural networks.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/1. Deep neural network implementation I.mp4 |
17.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/1. Deep neural network implementation I.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/2. Deep neural network implementation II.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/2. Deep neural network implementation II.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/3. Deep neural network implementation III.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/4. Multiclass classification implementation I.mp4 |
35.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/4. Multiclass classification implementation I.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/5. Multiclass classification implementation II.mp4 |
31.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/22. Deep Neural Networks Implementation/5. Multiclass classification implementation II.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/1. Understanding the classification problem.mp4 |
3.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/1. Understanding the classification problem.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/2. Reading the images and constructing the dataset I.mp4 |
19.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/2. Reading the images and constructing the dataset I.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/3. Reading the images and constructing the dataset II.mp4 |
20.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/3. Reading the images and constructing the dataset II.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/4. Building the deep neural network model.mp4 |
8.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/4. Building the deep neural network model.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/5. Evaluating and testing the model.mp4 |
13.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/23. Machine Learning Project II - Smile Detector/5. Evaluating and testing the model.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/1. What are convolutional neural networks.mp4 |
12.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/1. What are convolutional neural networks.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/10. CNN visualization tool.html |
126 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/11. Mathematical formulation of convolution neural networks.html |
290 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/12.14 Convolutional Neural Networks (CNNs) Quiz.html |
17 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/2. Feature selection with kernels.mp4 |
16.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/2. Feature selection with kernels.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/3. Convolutional operation example.mp4 |
10.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/3. Convolutional operation example.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/4. Convolutional neural networks - pooling.mp4 |
8.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/4. Convolutional neural networks - pooling.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/5. Convolutional neural networks - flattening and the neural network layer.mp4 |
17.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/5. Convolutional neural networks - flattening and the neural network layer.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/6. Convolutional neural networks - illustration.mp4 |
10.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/6. Convolutional neural networks - illustration.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/7. How do you update the kernel weights exactly.mp4 |
11.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/7. How do you update the kernel weights exactly.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/8. Colored images and tensors.mp4 |
23.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/8. Colored images and tensors.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/9. Evolution of CNN architectures.mp4 |
11.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/24. Convolutional Neural Networks (CNNs) Theory/9. Evolution of CNN architectures.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/1. Handwritten digit classification I.mp4 |
54.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/1. Handwritten digit classification I.vtt |
15 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/2. Handwritten digit classification II.mp4 |
58.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/2. Handwritten digit classification II.vtt |
14 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/3. Handwritten digit classification III.mp4 |
35.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/25. Convolutional Neural Networks (CNNs) Implementation/3. Handwritten digit classification III.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/1. What is the CIFAR-10 dataset.mp4 |
18.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/1. What is the CIFAR-10 dataset.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/2. Preprocessing the data.mp4 |
6.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/2. Preprocessing the data.vtt |
2 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/3. Fitting the model.mp4 |
47.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/3. Fitting the model.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/4. What is batch normalization.mp4 |
19.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/4. What is batch normalization.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/5. Tuning the parameters - regularization.mp4 |
51.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/26. Machine Learning Project III - Identifying Objects with CNNs/5. Tuning the parameters - regularization.vtt |
12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/1. Why do recurrent neural networks are important.mp4 |
11.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/1. Why do recurrent neural networks are important.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/10. Mathematical formulation of recurrent neural networks.html |
258 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/11.15 Recurrent Neural Networks Quiz.html |
18 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/2. Recurrent neural networks basics.mp4 |
20.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/2. Recurrent neural networks basics.vtt |
14 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/3. The backpropagation through time (BPTT) algorithm.mp4 |
10.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/3. The backpropagation through time (BPTT) algorithm.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/4. Vanishing and exploding gradients problem.mp4 |
9.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/4. Vanishing and exploding gradients problem.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/5. Long-short term memory (LSTM) model theory I.mp4 |
24.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/5. Long-short term memory (LSTM) model theory I.vtt |
16 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/6. Long-short term memory (LSTM) model theory II.mp4 |
32.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/6. Long-short term memory (LSTM) model theory II.vtt |
10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/7. Long-short term memory (LSTM) forward pass example.mp4 |
7.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/7. Long-short term memory (LSTM) forward pass example.vtt |
7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/8. Long-short term memory (LSTM) backpropagation example.mp4 |
5.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/8. Long-short term memory (LSTM) backpropagation example.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/9. Gated recurrent units (GRUs).mp4 |
7.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/27. Recurrent Neural Networks (RNNs) Theory/9. Gated recurrent units (GRUs).vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/1. Time series analysis example I.mp4 |
6.9 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/1. Time series analysis example I.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/2. Time series analysis example II.mp4 |
16.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/2. Time series analysis example II.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/3. Time series analysis example III.mp4 |
52.6 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/3. Time series analysis example III.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/4. Time series analysis example IV.mp4 |
8.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/4. Time series analysis example IV.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/5. Time series analysis example V.mp4 |
25.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/5. Time series analysis example V.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/6. Time series analysis example VI.mp4 |
15.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/28. Recurrent Neural Networks (RNNs) Implementation/6. Time series analysis example VI.vtt |
5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/1. Transformers chapter overview.mp4 |
5.8 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/1. Transformers chapter overview.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/10. The neural network layer.mp4 |
25.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/10. The neural network layer.vtt |
8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/11. Understanding the training of transformers.mp4 |
7.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/11. Understanding the training of transformers.vtt |
6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/12. What is ChatGPT.mp4 |
5.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/12. What is ChatGPT.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/13. Mathematical formulation of transformers.html |
323 B |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/29. Transformers/14.16 Transformers Quiz.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/32. ### NUMERICAL OPTIMIZATION (OPTIMIZERS) ###/1. Numerical optimization algorithms in machine learning.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/33. ### REINFORCEMENT LEARNING ###/1. What is reinforcement learning.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/34. Markov Decision Process (MDP) Theory/1. What are Markov decision processes.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/34. Markov Decision Process (MDP) Theory/6. How to solve MDP problems.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/35. Exploration vs. Exploitation Problem/1. Exploration vs exploitation problem.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/35. Exploration vs. Exploitation Problem/2. N-armed bandit problem introduction.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/36. Q Learning Theory/1. What is Q learning.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/37. Q Learning Implementation (Tic Tac Toe)/1. Tic tac toe with Q learning implementation I.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/38. Deep Q Learning Theory/1. What is deep Q learning.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/40. Proximal Policy Optimization (PPO) Theory/1. What are the problems with deep Q learning.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/40. Proximal Policy Optimization (PPO) Theory/2. TRPO algorithm introduction I.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/40. Proximal Policy Optimization (PPO) Theory/6. Proximal policy optimization (PPO) algorithm III.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/41. ### PYTHON PROGRAMMING CRASH COURSE ###/1. Python crash course introduction.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/42. Appendix #1 - Python Basics/1. First steps in Python.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/42. Appendix #1 - Python Basics/13. What are nested loops.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/42. Appendix #1 - Python Basics/14. Enumerate.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/43. Appendix #2 - Functions/1. What are functions.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/43. Appendix #2 - Functions/6. Yield operator.mp4 |
9.2 MB |
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4.3 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/43. Appendix #2 - Functions/9. What is recursion.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp4 |
18.3 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.vtt |
14 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/10. Mutability and immutability.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/11. What are linked list data structures.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/12. Doubly linked list implementation in Python.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/13. Hashing and O(1) running time complexity.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/14. Dictionaries in Python.mp4 |
19.4 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/15. Sets in Python.mp4 |
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12 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/5. Lists in Python.mp4 |
10.5 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp4 |
11.4 MB |
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7 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/8. (!!!) Python lists and arrays.html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/44. Appendix #3 - Data Structures in Python/9. What are tuples.mp4 |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp4 |
5.2 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/10. Polymorphism and abstraction example.mp4 |
13.7 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/10. Polymorphism and abstraction example.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/11. Modules.mp4 |
11 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/12. The __str__ function.mp4 |
7.7 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/13. Comparing objects - overriding functions.mp4 |
17.1 MB |
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10 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp4 |
5.4 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.vtt |
4 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp4 |
17.8 MB |
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8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp4 |
14.7 MB |
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6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/5. Private variables and name mangling.mp4 |
15.3 MB |
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6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/6. What is inheritance in OOP.mp4 |
8.1 MB |
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5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/7. The super keyword.mp4 |
9.1 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/7. The super keyword.vtt |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/8. Function (method) override.mp4 |
6.5 MB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/8. Function (method) override.vtt |
3 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/45. Appendix #4 - Object Oriented Programming (OOP)/9. What is polymorphism.mp4 |
16.2 MB |
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6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp4 |
8.2 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/2. Creating and updating arrays.mp4 |
16.8 MB |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/3. Dimension of arrays.mp4 |
18.4 MB |
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13 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/4. Indexes and slicing.mp4 |
16.7 MB |
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11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/5. Types.mp4 |
9.9 MB |
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6 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/6. Reshape.mp4 |
17 MB |
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11 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/7. Stacking and merging arrays.mp4 |
21.9 MB |
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8 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/8. Filter.mp4 |
7.7 MB |
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5 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/46. Appendix #5 - NumPy/9. Running time comparison arrays and lists.html |
1 KB |
| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/47. COURSE MATERIALS (DOWNLOADS)/1. Course materials (source code and slides).html |
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| Udemy - Machine Learning and Deep Learning Bootcamp in Python (1.2025)/47. COURSE MATERIALS (DOWNLOADS)/1. PythonMachineLearning.zip |
21.2 MB |