Deep Learning - Artificial Neural Networks with Tensorflow

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8/29/2025

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Files (64)

Deep Learning - Artificial Neural Networks with Tensorflow

64 files • 1.08 GB

Chapter 3 Feedforward Artificial Neural Networks

20 files • 407.2 MB

004. Activation Functions.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/004. Activation Functions.mp4

61.73 MB

009. ANN for Regression.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/009. ANN for Regression.mp4

55.99 MB

006. How to Represent Images.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/006. How to Represent Images.mp4

49.61 MB

007. Code Preparation (Artificial Neural Networks).mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/007. Code Preparation (Artificial Neural Networks).mp4

42.18 MB

008. ANN for Image Classification.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/008. ANN for Image Classification.mp4

40.17 MB

003. The Geometrical Picture.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/003. The Geometrical Picture.mp4

39.37 MB

005. Multiclass Classification.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/005. Multiclass Classification.mp4

33.94 MB

002. Forward Propagation.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/002. Forward Propagation.mp4

33.72 MB

001. Artificial Neural Networks Section Introduction.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/001. Artificial Neural Networks Section Introduction.mp4

26.7 MB

010. How to Choose Hyperparameters.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/010. How to Choose Hyperparameters.mp4

23.65 MB

004. Activation Functions.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/004. Activation Functions.en.srt

24.06 KB

007. Code Preparation (Artificial Neural Networks).en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/007. Code Preparation (Artificial Neural Networks).en.srt

17.38 KB

006. How to Represent Images.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/006. How to Represent Images.en.srt

16.9 KB

009. ANN for Regression.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/009. ANN for Regression.en.srt

14.35 KB

002. Forward Propagation.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/002. Forward Propagation.en.srt

13.07 KB

003. The Geometrical Picture.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/003. The Geometrical Picture.en.srt

12.73 KB

005. Multiclass Classification.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/005. Multiclass Classification.en.srt

11.86 KB

008. ANN for Image Classification.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/008. ANN for Image Classification.en.srt

11.07 KB

010. How to Choose Hyperparameters.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/010. How to Choose Hyperparameters.en.srt

8.58 KB

001. Artificial Neural Networks Section Introduction.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 3 Feedforward Artificial Neural Networks/001. Artificial Neural Networks Section Introduction.en.srt

8.45 KB

Chapter 2 Machine Learning and Neurons

22 files • 383.03 MB

001. What Is Machine Learning.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/001. What Is Machine Learning.mp4

53.53 MB

002. Code Preparation (Classification Theory).mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/002. Code Preparation (Classification Theory).mp4

48.32 MB

005. Regression Notebook.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/005. Regression Notebook.mp4

47.66 MB

003. Classification Notebook.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/003. Classification Notebook.mp4

44.7 MB

007. How Does a Model Learn .mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/007. How Does a Model Learn .mp4

38.56 MB

006. The Neuron.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/006. The Neuron.mp4

34.09 MB

008. Making Predictions.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/008. Making Predictions.mp4

29.72 MB

009. Saving and Loading a Model.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/009. Saving and Loading a Model.mp4

27.91 MB

004. Code Preparation (Regression Theory).mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/004. Code Preparation (Regression Theory).mp4

23.55 MB

010. Why Keras.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/010. Why Keras.mp4

17.56 MB

011. Suggestion Box.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/011. Suggestion Box.mp4

17.3 MB

002. Code Preparation (Classification Theory).en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/002. Code Preparation (Classification Theory).en.srt

22.16 KB

001. What Is Machine Learning.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/001. What Is Machine Learning.en.srt

20.38 KB

007. How Does a Model Learn .en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/007. How Does a Model Learn .en.srt

14.88 KB

006. The Neuron.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/006. The Neuron.en.srt

13.87 KB

005. Regression Notebook.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/005. Regression Notebook.en.srt

13.09 KB

003. Classification Notebook.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/003. Classification Notebook.en.srt

10.06 KB

004. Code Preparation (Regression Theory).en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/004. Code Preparation (Regression Theory).en.srt

9.62 KB

008. Making Predictions.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/008. Making Predictions.en.srt

8.76 KB

010. Why Keras.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/010. Why Keras.en.srt

6.47 KB

009. Saving and Loading a Model.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/009. Saving and Loading a Model.en.srt

5.49 KB

011. Suggestion Box.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 2 Machine Learning and Neurons/011. Suggestion Box.en.srt

4.63 KB

Chapter 5 In-Depth Gradient Descent

12 files • 193.21 MB

005. Adam Optimization (Part 1).mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/005. Adam Optimization (Part 1).mp4

42.09 MB

006. Adam Optimization (Part 2).mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/006. Adam Optimization (Part 2).mp4

40.46 MB

004. Variable and Adaptive Learning Rates.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/004. Variable and Adaptive Learning Rates.mp4

32.6 MB

003. Momentum.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/003. Momentum.mp4

28.83 MB

001. Gradient Descent.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/001. Gradient Descent.mp4

28.54 MB

002. Stochastic Gradient Descent.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/002. Stochastic Gradient Descent.mp4

20.62 MB

005. Adam Optimization (Part 1).en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/005. Adam Optimization (Part 1).en.srt

17.65 KB

004. Variable and Adaptive Learning Rates.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/004. Variable and Adaptive Learning Rates.en.srt

16.4 KB

006. Adam Optimization (Part 2).en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/006. Adam Optimization (Part 2).en.srt

14.95 KB

001. Gradient Descent.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/001. Gradient Descent.en.srt

10.49 KB

003. Momentum.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/003. Momentum.en.srt

8.04 KB

002. Stochastic Gradient Descent.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 5 In-Depth Gradient Descent/002. Stochastic Gradient Descent.en.srt

5.63 KB

Chapter 4 In-Depth Loss Functions

6 files • 77.02 MB

001. Mean Squared Error.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/001. Mean Squared Error.mp4

30.29 MB

003. Categorical Cross Entropy.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/003. Categorical Cross Entropy.mp4

26.94 MB

002. Binary Cross Entropy.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/002. Binary Cross Entropy.mp4

19.76 MB

001. Mean Squared Error.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/001. Mean Squared Error.en.srt

11.87 KB

003. Categorical Cross Entropy.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/003. Categorical Cross Entropy.en.srt

10.39 KB

002. Binary Cross Entropy.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 4 In-Depth Loss Functions/002. Binary Cross Entropy.en.srt

7.56 KB

Chapter 1 Welcome

4 files • 41.22 MB

002. Outline.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 1 Welcome/002. Outline.mp4

21.86 MB

001. Introduction.mp4

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 1 Welcome/001. Introduction.mp4

19.35 MB

002. Outline.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 1 Welcome/002. Outline.en.srt

7.5 KB

001. Introduction.en.srt

Deep Learning - Artificial Neural Networks with Tensorflow/Chapter 1 Welcome/001. Introduction.en.srt

3.46 KB

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