Udemy - Neural Networks in Python from Scratch - Learning by Doing

• Udemy - Neural Networks in Python from Scratch - Learning by Doing
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course.mp4 45.9 MB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course_en.vtt 3.4 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 0-Interpolation-template.ipynb 12 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 1-Addition-template.ipynb 10.9 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 2-Sign-template.ipynb 15.8 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 3-Number-recognition-template.ipynb 73.3 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Addition-network.png 92.5 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Digit-network.png 305.4 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Sign-network.png 246.8 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Template files for this course.html 713 B
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 0-Interpolation-template.ipynb 12 KB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning.mp4 189.6 MB
• ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning_en.vtt 31.2 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/001 Let's get started!.html 280 B
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks.mp4 46.9 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks_en.vtt 5 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks.mp4 82.6 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks_en.vtt 8.7 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 1-Addition-template.ipynb 10.9 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 Addition-network.png 92.5 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers.mp4 29.2 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers_en.vtt 3.5 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 1-Addition-template.ipynb 10.9 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Addition-network.png 92.5 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data.mp4 41 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data_en.vtt 7.8 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output.mp4 42.7 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output_en.vtt 9 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions.mp4 63.7 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions_en.vtt 12.4 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function.mp4 39.2 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function_en.vtt 7.8 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent.mp4 58.5 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent_en.vtt 11.8 KB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data.mp4 47.9 MB
• ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data_en.vtt 7.7 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 2-Sign-template.ipynb 15.8 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 Sign-network.png 246.8 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers.mp4 36.2 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers_en.vtt 4.3 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 2-Sign-template.ipynb 15.8 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights.mp4 89.7 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights_en.vtt 15.4 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Sign-network.png 246.8 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network.mp4 58 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network_en.vtt 10.8 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions.mp4 46.9 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions_en.vtt 9.1 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function.mp4 60.5 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function_en.vtt 10.9 KB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network.mp4 57.6 MB
• ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network_en.vtt 9.3 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 3-Number-recognition-template.ipynb 73.3 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 Digit-network.png 305.4 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits.mp4 27.6 MB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits_en.vtt 3.3 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 3-Number-recognition-template.ipynb 73.3 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition.mp4 72 MB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition_en.vtt 12.3 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Digit-network.png 305.4 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function.mp4 65.4 MB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function_en.vtt 9.8 KB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network.mp4 61.5 MB
• ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network_en.vtt 11.4 KB
• ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network.mp4 32.7 MB
• ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network_en.vtt 6.8 KB
• ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica.mp4 36.3 MB
• ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica_en.vtt 9.6 KB
• ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!.mp4 24.1 MB
• ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!_en.vtt 1.6 KB
• ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda.mp4 42.7 MB
• ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda_en.vtt 10 KB
• ~Get Your Files Here !/06 - [Resources]/002 0-Interpolation-template.ipynb 12 KB
• ~Get Your Files Here !/06 - [Resources]/002 1-Addition-template.ipynb 10.9 KB
• ~Get Your Files Here !/06 - [Resources]/002 2-Sign-template.ipynb 15.8 KB
• ~Get Your Files Here !/06 - [Resources]/002 3-Number-recognition-template.ipynb 73.3 KB
• ~Get Your Files Here !/06 - [Resources]/002 Addition-network.png 92.5 KB
• ~Get Your Files Here !/06 - [Resources]/002 Digit-network.png 305.4 KB
• ~Get Your Files Here !/06 - [Resources]/002 Sign-network.png 246.8 KB
• ~Get Your Files Here !/06 - [Resources]/002 Template files.html 58 B
• ~Get Your Files Here !/06 - [Resources]/003 0-Interpolation.ipynb 37.6 KB
• ~Get Your Files Here !/06 - [Resources]/003 1-Addition-template.ipynb 10.9 KB
• ~Get Your Files Here !/06 - [Resources]/003 2-Sign.ipynb 136.7 KB
• ~Get Your Files Here !/06 - [Resources]/003 3-Number-recognition.ipynb 361.4 KB
• ~Get Your Files Here !/06 - [Resources]/003 Addition-network.png 92.5 KB
• ~Get Your Files Here !/06 - [Resources]/003 Digit-network.png 305.4 KB
• ~Get Your Files Here !/06 - [Resources]/003 Finalized jupyter notebooks.html 244 B
• ~Get Your Files Here !/06 - [Resources]/003 Sign-network.png 246.8 KB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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