| Mastering Machine Learning Algorithms using Python/Chapter 13 Introduction to Deep Learning/001. Introduction to Deep Learning.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/001. Course Introduction.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/007. Challenges in Machine Learning.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/009. Regression Problems.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/010. Regression Models and Performance Metrics.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/011. Classification Problems and Performance Metrics.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/012. Optimizing Classification Metrics.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/013. Bias and Variance.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/013. Bias and Variance.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/001. Statistics and Experiments.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/001. Statistics and Experiments.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/002. Types of Data and Descriptive Statistics.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/002. Types of Data and Descriptive Statistics.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/003. Random Variables and Normal Distribution.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/003. Random Variables and Normal Distribution.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/004. Histograms and Normal Approximation.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/004. Histograms and Normal Approximation.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/005. Central Limit Theorem.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/005. Central Limit Theorem.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/006. Probability Theory.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/006. Probability Theory.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/007. Binomial Theory - Expected Value and Standard Error.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 02 Statistical Techniques/008. Hypothesis Testing.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/001. Introduction to Python.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/001. Introduction to Python.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/002. Starting with Python with Jupyter Notebook.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/003. Python Variables and Conditions.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/004. Python Iterations 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/006. Python Lists.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/007. Python Tuples.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/008. Python Dictionaries 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/010. Python Sets 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/012. Numpy Arrays 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/015. Pandas Series 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/016. Pandas Series 2.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/019. Pandas DataFrame 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/025. Python User Defined Functions.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/026. Python Lambda Functions.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/026. Python Lambda Functions.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/027. Python Lambda Functions and Date-Time Operations.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/027. Python Lambda Functions and Date-Time Operations.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 03 Learning Python/028. Python String Operations.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/001. Exploratory Data Analysis.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/001. Exploratory Data Analysis.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/002. Tools and Processes of EDA.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/002. Tools and Processes of EDA.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/003. EDA Project 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/004. EDA Project 2.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/006. EDA Project 4.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/009. EDA Project 7.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 04 Exploratory Data Analysis/009. EDA Project 7.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/001. Linear Regression Introduction.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/001. Linear Regression Introduction.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/002. Training and Cost Function.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/003. Cost Functions and Gradient Descent.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/003. Cost Functions and Gradient Descent.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/004. Linear Regression - Practical Approach.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/004. Linear Regression - Practical Approach.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/005. Feature Scaling and Cost Functions.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/006. OLS Assumptions and Testing.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/007. Car Price Prediction.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/008. Data Preparation and Analysis 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/011. Model Building.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 05 Linear Regression/012. Model Evaluation and Optimization.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/001. Logistic Regression Introduction.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/002. Logit Model.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/002. Logit Model.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/003. Telecom Churn Case Study.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/003. Telecom Churn Case Study.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/004. Data Analysis and Feature Engineering.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/005. Build the Logistic Model.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/005. Build the Logistic Model.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/006. Model Evaluation - AUC-ROC.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 06 Logistic Regression/007. Model Optimization 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/001. Naive Bayes Probability Model.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/001. Naive Bayes Probability Model.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/002. Naive Bayes Probability Computation.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/003. Employee Attrition Case Study.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/003. Employee Attrition Case Study.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/004. Model Building and Optimization.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 07 Naive Bayes Classification Algorithm/004. Model Building and Optimization.mp4 |
55.3 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/001. Decision Tree - Model Concept.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/002. Decision Tree - Learning Steps.en.srt |
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82 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/003. Gini Index and Entropy Measures.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/004. Pruning and Hyperparameter Tuning.en.srt |
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48.3 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/005. Iris Dataset Case Study.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/005. Iris Dataset Case Study.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/006. Model Optimization using Grid Search Cross Validation.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 08 Decision Tree Classifier/006. Model Optimization using Grid Search Cross Validation.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/001. Ensemble Techniques Bagging and Random Forest.en.srt |
25 KB |
| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/001. Ensemble Techniques Bagging and Random Forest.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/002. Random Forest Steps Pruning and Optimization.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/002. Random Forest Steps Pruning and Optimization.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/003. Model Building and Hyperparameter Tuning using Grid Search CV.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/003. Model Building and Hyperparameter Tuning using Grid Search CV.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 09 Random Forest Ensemble/004. Optimization Continued.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/001. Support Vector Machine Concepts.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/002. Support Vector Machine Metrics and Polynomial SVM.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/003. Support Vector Machine Project 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/004. Support Vector Machine Predictions.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/005. Support Vector Machine - Classifying Polynomial Data.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 10 Support Vector Machine/005. Support Vector Machine - Classifying Polynomial Data.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/001. Principal Component Analysis - Concepts.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/001. Principal Component Analysis - Concepts.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/002. Principal Component Analysis - Computations 1.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/002. Principal Component Analysis - Computations 1.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/003. Principal Component Analysis - Computations 2.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/003. Principal Component Analysis - Computations 2.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/004. Principal Component Analysis Practicals.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/004. Principal Component Analysis Practicals.mp4 |
58 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/001. Unsupervised Learning - K-Mean Clustering.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/001. Unsupervised Learning - K-Mean Clustering.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/002. K-Means Clustering Computation.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/002. K-Means Clustering Computation.mp4 |
114.9 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/003. K-Means Clustering Optimization.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/003. K-Means Clustering Optimization.mp4 |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/004. K-Means - Data Preparation and Modelling.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/004. K-Means - Data Preparation and Modelling.mp4 |
65.7 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/005. K-Means - Model Optimization.en.srt |
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| Mastering Machine Learning Algorithms using Python/Chapter 12 Unsupervised Learning using K-Means Clustering/005. K-Means - Model Optimization.mp4 |
53.3 MB |
| Mastering Machine Learning Algorithms using Python/Chapter 13 Introduction to Deep Learning/001. Introduction to Deep Learning.en.srt |
104 KB |
| Mastering Machine Learning Algorithms using Python/Chapter 01 Introduction to Machine Learning/001. Course Introduction.en.srt |
22 KB |
| Mastering Machine Learning Algorithms using Python/z.Mastering-Machine-Learning-Algorithms-using-Python-main/README.md |
52 B |
| Mastering Machine Learning Algorithms using Python/z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Car_sales.csv |
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| Mastering Machine Learning Algorithms using Python/z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/EDA-Overview-Lending-Club.ipynb |
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| Mastering Machine Learning Algorithms using Python/z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Lending-Club-EDA-Project.ipynb |
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| Mastering Machine Learning Algorithms using Python/z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Python-Intro-Numpy-Pandas.ipynb |
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