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artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

computer-vision-basics-with-python-keras-and-opencv

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-reinforcement-learning-in-trading

deep_rl_trader

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

finta

Common financial technical indicators implemented in Pandas.

kaggle-competitions

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

keras

Deep Learning for humans

keras-2.x-projects

Published by Packt

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

learn_data_science_in_3_months

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

pandas-express

Python tutorial for cleaning and analyzing Yelp data with Pandas and other Python machine learning tools

python_ml_tutorial

A complete tutorial in python for Data Analysis and Machine Learning

reinforcement_learning_for_stock_prediction

This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

time-series-momentum

🚂💨 Deep Momentum Networks for Time Series Strategies