Hands-on Machine Learning

Hands-on Machine Learning

Course modules

Course Details

Course Details
Module completed Module in progress Module locked
Course Details 12342  
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    Course Plan and Setup Course Plan and Setup
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    Book Book
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    Some Tools Some Tools
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Course sessions

Course sessions
Module completed Module in progress Module locked
Course sessions 13421  
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    Chapters 1-2 + software setup Chapters 1-2 + software setup
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    Chapter 3 - Classification Chapter 3 - Classification
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    Chapter 4 - Training Models Chapter 4 - Training Models
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    Chapter 5 - Support Vector Machines Chapter 5 - Support Vector Machines
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    Chapter 6 - Decision Trees Chapter 6 - Decision Trees
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    Chapter 7 - Ensemble Learning and Random Forests Chapter 7 - Ensemble Learning and Random Forests
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    Chapter 8 - Dimensionality reduction Chapter 8 - Dimensionality reduction
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    Chapter 9 - Unsupervised learning techniques Chapter 9 - Unsupervised learning techniques
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    Chapter 10 - Introduction to Artificial Neural Networks with Keras Chapter 10 - Introduction to Artificial Neural Networks with Keras
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    Chapter 11 . Training Deep Neural Networks Chapter 11 . Training Deep Neural Networks
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    Chapter 13 - Loading and Preprocessing Data with TensorFlow Chapter 13 - Loading and Preprocessing Data with TensorFlow
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    Chapter 18 - Reinforcement learning Chapter 18 - Reinforcement learning
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    Summary of Reinforcement learning Summary of Reinforcement learning
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    Chapter 14 - Deep Computer Vision Using Convolutional Neural Networks Chapter 14 - Deep Computer Vision Using Convolutional Neural Networks
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    Chapter 15 - Processing Sequences Using RNNs and CNNs Chapter 15 - Processing Sequences Using RNNs and CNNs
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    Chapter 16 - Natural Language Processing with RNNs and Attention Chapter 16 - Natural Language Processing with RNNs and Attention
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    Chapter 17 - Representation, Generation using Autoencoders and GANs Chapter 17 - Representation, Generation using Autoencoders and GANs
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Project part 2

Project part 2
Module completed Module in progress Module locked
Project part 2 24815  
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    Frida - google football Frida - google football
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    Johan O project Johan O project
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    Olle - Atari mania Olle - Atari mania
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  • External URL
    Harry - Inverted Pendulum Harry - Inverted Pendulum
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minimum score must view must submit must contribute