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TORRENT DETAILS
Udemy - Unleashing Unlabelled Data - Self-Supervised Learning
TORRENT SUMMARY
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Master the Power of Unlabelled Data: Self-Supervised Machine Learning Techniques in Python for Artificial Intelligence
What you'll learn
Understanding the concepts behind basic machine learning tasks, including clustering and classification
Learn about the uses of self-supervised machine learning
Implement self-supervised machine learning frameworks such as autoencoders using Python
Learn about deep learning frameworks such as Keras and H2O
Requirements
Basic Python data science concepts
Basic Python syntax
Understanding of the Colab environment
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction To the Course/1. IntroductionWhat Is Self-Supervised Machine Learning (ML).mp4
12.3 MB
~Get Your Files Here !/1. Introduction To the Course/2. Data and Code.html
147 B
~Get Your Files Here !/1. Introduction To the Course/3. Python Installation.mp4
42.6 MB
~Get Your Files Here !/1. Introduction To the Course/4. Start With Google Colaboratory Environment.mp4
40.4 MB
~Get Your Files Here !/1. Introduction To the Course/5. Google Colabs and GPU.mp4
30.2 MB
~Get Your Files Here !/1. Introduction To the Course/6. Installing Packages In Google Colab.mp4
28.6 MB
~Get Your Files Here !/1. Introduction To the Course/7. Install H2O In Colab.mp4
28.6 MB
~Get Your Files Here !/1. Introduction To the Course/8. Installing H2O Locally.mp4
15.5 MB
~Get Your Files Here !/1. Introduction To the Course/9. Course details.mp4
36.6 MB
~Get Your Files Here !/2. Basic Data Preprocessing/1. Introduction to Numpy.mp4
29.9 MB
~Get Your Files Here !/2. Basic Data Preprocessing/2. What Is Pandas.mp4
74.9 MB
~Get Your Files Here !/2. Basic Data Preprocessing/3. Basic Data Cleaning With Pandas.mp4
34.4 MB
~Get Your Files Here !/2. Basic Data Preprocessing/4. Basics of Data Visualisation.mp4
73.9 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/1. What is Unsupervised Learning.mp4
28.8 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/10. Convolutional Autoencoders-Encoding.mp4
65.4 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/11. Convolutional Autoencoders-Decoding.mp4
49 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/2. Theory Behind Autoencoders.mp4
60.5 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/3. The Link Between Self-Supervised Machine Learning (ML) and Autoencoders.mp4
18 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/4. Lets Implement a Basic Auto-Encoder With H20.mp4
58.3 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/5. Variational Autoencoder (VAE) With H2O.mp4
36.6 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/6. What Is Denoising.mp4
47.1 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/7. Autoencode the Image Data With H2O.mp4
39.5 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/8. Denoise the Data with H2O.mp4
25.1 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/9. Autoencoders With Keras Deep Learning.mp4
68.3 MB
~Get Your Files Here !/4. Miscellaneous Concepts/1. What is Supervised Learning.mp4
72.5 MB
~Get Your Files Here !/4. Miscellaneous Concepts/2. Theory Behind ANN and DNN.mp4
97.2 MB
~Get Your Files Here !/4. Miscellaneous Concepts/3. What Are Activation Functions.mp4
87.5 MB
~Get Your Files Here !/4. Miscellaneous Concepts/4. Introduction To Convolutional Neural Networks (CNN).mp4