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Deep Learning and Neural Networks with Python and Pytorch

Learn how to create neural networks and do deep learning with Python and Pytorch.

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Deep Learning basics with Python, TensorFlow and Keras

An updated series to learn how to use Python, TensorFlow, and Keras to do deep learning. Suitable for ML beginner.

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Stable Baselines 3

Modern Reinforcement learning w/ Stable Baselines 3

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Weights and Biases (Wandb.ai)

Superior deep learning experiment and performance tracking with Weights and Biases (wandb.ai)

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GPT-J

General Purpose 6Bil parameter Transformer model

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GPyT

Generating Python code with Transformer Models.

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Reinforcement Learning basics (Q and Deep Q Learning)

Train machines (agents) to interact in environments through the use of rewards and punishments to incentivise specific results with Q and Deep Q Learning (DQN)

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Deep Learning Autoencoders

Learn how to use autoencoders with Python, TensorFlow, and Keras.

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Self-driving cars in Python with Carla

Train a self driving car with reinforcement learning using Python and the Carla autonomous car simulator.

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Cloud GPUs Tutorial (comparing & using)

Compare the major cloud-GPU providers and learn how to make efficient use of them for deep learning in the cloud.

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Practical Machine Learning with Python

Learn theory, real world application, and the inner workings of regression, classification, clustering, and deep learning.

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Python Plays GTA V

Training Python how to play and do a self-driving car in Grand Theft Auto 5 through machine learning and other statistical approaches.

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AI in StarCraft II

Learn how to build AI in StarCraft II, a multi-player strategy computer game, with Python!

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Creating a Chatbot with Deep Learning, Python, and TensorFlow

Learn how to create a deep learning chatbot using Reddit comments.

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Unconventional Neural Networks

Doing things like using a generative model to classify things, building a number drawer, doing math, and attempting to break encryption with neural networks.

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TensorFlow.js

Deep learning in the browser with no installs using TensorFlow.js.

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TensorFlow Object Detection

Learn how to detect and track objects in images or real time video with TensorFlow.

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Support Vector Machines with Scikit Learn

Learn how to deploy a support vector machine with Scikit Learn.

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Clustering (unsupervised machine learning)

Learn about clustering (unsupervised machine learning) through using Scikit Learn.

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Image recognition w/ basic Pattern Recognition

Discover how powerful even a very simple pattern recognition algorithm can be with character recognition.

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Halite II - Artificial Intelligence Coding Challenge/Competition

Compete with programmers around the world by creating AI bots to take over a space-like environment.

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You've reached the end!

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