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183B
~Get Your Files Here !/1. Introduction To the Course/1. IntroductionWhat Is Self-Supervised Machine Learning (ML).mp4
12.25MB
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~Get Your Files Here !/1. Introduction To the Course/2. Data and Code.html
147B
~Get Your Files Here !/1. Introduction To the Course/3. Python Installation.mp4
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~Get Your Files Here !/1. Introduction To the Course/4. Start With Google Colaboratory Environment.mp4
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~Get Your Files Here !/1. Introduction To the Course/5. Google Colabs and GPU.mp4
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~Get Your Files Here !/1. Introduction To the Course/6. Installing Packages In Google Colab.mp4
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~Get Your Files Here !/1. Introduction To the Course/7. Install H2O In Colab.mp4
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~Get Your Files Here !/1. Introduction To the Course/8. Installing H2O Locally.mp4
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~Get Your Files Here !/1. Introduction To the Course/9. Course details.mp4
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~Get Your Files Here !/2. Basic Data Preprocessing/1. Introduction to Numpy.mp4
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~Get Your Files Here !/2. Basic Data Preprocessing/2. What Is Pandas.mp4
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~Get Your Files Here !/2. Basic Data Preprocessing/3. Basic Data Cleaning With Pandas.mp4
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~Get Your Files Here !/2. Basic Data Preprocessing/4. Basics of Data Visualisation.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/1. What is Unsupervised Learning.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/10. Convolutional Autoencoders-Encoding.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/11. Convolutional Autoencoders-Decoding.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/2. Theory Behind Autoencoders.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/3. The Link Between Self-Supervised Machine Learning (ML) and Autoencoders.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/4. Lets Implement a Basic Auto-Encoder With H20.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/5. Variational Autoencoder (VAE) With H2O.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/6. What Is Denoising.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/7. Autoencode the Image Data With H2O.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/8. Denoise the Data with H2O.mp4
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~Get Your Files Here !/3. Learning From Unlabelled Data/9. Autoencoders With Keras Deep Learning.mp4
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~Get Your Files Here !/4. Miscellaneous Concepts/1. What is Supervised Learning.mp4
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~Get Your Files Here !/4. Miscellaneous Concepts/2. Theory Behind ANN and DNN.mp4
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~Get Your Files Here !/4. Miscellaneous Concepts/3. What Are Activation Functions.mp4
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~Get Your Files Here !/4. Miscellaneous Concepts/4. Introduction To Convolutional Neural Networks (CNN).mp4
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~Get Your Files Here !/Bonus Resources.txt
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