365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/!! IMPORTANT Note !!.txt |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/00. Websites You May Like/A1movies.com.pk.url |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/00. Websites You May Like/CoursesGhar.com.url |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/1. Introduction/1. Welcome to Machine Learning.mp4 |
37.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/1. Introduction/2. What does the course cover.mp4 |
49.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/1. SGD_Batching.mp4 |
34.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/2. Local minima pitfalls.mp4 |
14.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/3. Momentum.mp4 |
19 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/4. Learning rate schedules.mp4 |
37.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/5. Learning rate schedules. A picture.mp4 |
10.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/6. Adaptive learning schedules.mp4 |
29.8 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/10. Optimizers/7. Adaptive moment estimation.mp4 |
29.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/11. Preprocessing/1. Preprocessing.mp4 |
25.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/11. Preprocessing/2. Basic preprocessing.mp4 |
11.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/11. Preprocessing/3. Standardization.mp4 |
40.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/11. Preprocessing/4. Dealing with categorical data.mp4 |
18.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/11. Preprocessing/5. One-hot vs binary.mp4 |
32.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/1. MNIST dataset.mp4 |
8.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/2. How to tackle the MNIST dataset.mp4 |
30.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/3. MNIST - Importing libraries and data.mp4 |
12.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/4. MNIST - Outlining the model.mp4 |
45 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/5. MNIST - Declaring the loss.mp4 |
18.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/6. Accuracy of a model.mp4 |
40.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/7. Early stopping and batching preparation.mp4 |
9.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/8. Optimization.mp4 |
34 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/12. Deeper example/9. Commenting on the results.mp4 |
52.8 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/1. The dataset.mp4 |
52.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/10. Homework.mp4 |
57.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/2. Outlining the solution.mp4 |
12.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/3. Balancing a dataset.mp4 |
44.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/4. Preprocessing the data.mp4 |
78.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/5. Creating the batching class.mp4 |
56.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/6. Outlining the model.mp4 |
46.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/7. Optimizing the algorithm.mp4 |
27.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/8. Running the code.mp4 |
19.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/13. Business case/9. Test.mp4 |
8.8 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/14. Conclusion/1. Summary.mp4 |
48.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/14. Conclusion/2. Whats more out there.mp4 |
17.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/14. Conclusion/3. An overview of CNNs.mp4 |
72 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/14. Conclusion/4. An overview of RNNs.mp4 |
27.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/14. Conclusion/5. Non-NN approaches.mp4 |
41.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/1. Introduction to neural networks.mp4 |
42.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/10. Cross-entropy loss.mp4 |
33.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/11. One-parameter gradient descent.mp4 |
56.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/12. N-parameter gradient descent.mp4 |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/2. Training the model.mp4 |
26.8 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/3. Types of machine learning.mp4 |
40.8 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/4. The linear model.mp4 |
26 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/5. The linear model. Multiple inputs..mp4 |
23.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/6. The linear model. Multiple inputs and multiple outputs.mp4 |
42.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/7. Graphical representation.mp4 |
22 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/8. The objective function.mp4 |
17.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/2. Neural networks Intro/9. L2-norm loss.mp4 |
21.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/1. Setting up the environment - Do not skip, please!.mp4 |
7.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/2. Why Python and why Jupyter.mp4 |
34.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/3. Installing Anaconda.mp4 |
37.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/4. Jupyter Dashboard - Part 1.mp4 |
10.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/5. Jupyter Dashboard - Part 2.mp4 |
21 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/3. Setting up the environment/6. Installing the TensorFlow package.mp4 |
14.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/4. Minimal example/1. Outline.mp4 |
13.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/4. Minimal example/2. Generating the data (optional).mp4 |
23.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/4. Minimal example/3. Initializing the variables.mp4 |
20.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/4. Minimal example/4. Training the model.mp4 |
46.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/1. TensorFlow outline.mp4 |
44.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/2. TensorFlow introduction.mp4 |
19.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/3. Types of file formats used in TensorFlow.mp4 |
12.9 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/4. Laying down the model.mp4 |
27.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/5. Laying down the optimizers.mp4 |
21.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/5. Introduction to TensorFlow/6. Output.mp4 |
30.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/1. The layer.mp4 |
16.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/2. What is a deep net.mp4 |
32.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/3. Really understand deep nets.mp4 |
58.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/4. Why do we need non-linearities.mp4 |
38 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/5. Activation functions.mp4 |
29.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/6. Softmax activation.mp4 |
25 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/7. Backpropagation.mp4 |
52.7 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/6. Deep nets overview/8. Backpropagation - intuition.mp4 |
24.4 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/1. Underfitting and overfitting.mp4 |
34.1 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/2. Underfitting and overfitting. A classification example.mp4 |
32.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/3. Train vs validation.mp4 |
37.5 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/4. Train vs validation vs test.mp4 |
31.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/5. N-fold cross validation.mp4 |
25.6 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/8. Overfitting/6. Early stopping - motivation and types.mp4 |
28.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/9. Initialization/1. Initializaiton.mp4 |
26.2 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/9. Initialization/2. Types of simple initializations.mp4 |
12.3 MB |
365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/9. Initialization/3. Xavier_s initialization.mp4 |
19.1 MB |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/Uploaded by [Coursesghar.com].txt |
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365 Data Science - Deep Learning with TensorFlow [CoursesGhar]/Visit coursesghar.com for more awesome tutorials.url |
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