Trần Quang Hiệp's Projects
Chess reinforcement learning by AlphaGo Zero methods.
Solutions to problems of Code Jam 2020, 2019, 2018, 2017 and earlier
A complete computer science study plan to become a software engineer.
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
:bar_chart: Path to a free self-taught education in Data Science!
Data science interview questions with answers. Not ideally (yet)
Data Science Questions and Answers (General) for beginner
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
A repo for data science related questions and answers
Data Science Tutorials
🍕 Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos
common data analysis and machine learning tasks using python
source{d} datasets ("big code") for source code analysis and machine learning on source code
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
:satellite: Organized Resources for Deep Learning in Natural Language Processing
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Practical assignments of the Deep|Bayes summer school 2019
A collection of various deep learning architectures, models, and tips
Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark
Deep Learning Book Chinese Translation
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Example code from the book "Deep Learning for the Life Sciences"
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind