Long Do Cao's repositories
code_organisation
An example of general code organisation for data science projects
nyc-taxi-data-postgres
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
angular-seed
Seed project for angular apps.
blur-admin
Angular Bootstrap Admin Panel Framework
David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
doragon-bakuchi
Kata Doragon Bakuchi
hellojenkins
python test jenkins build
Intro_MachineLearning
Slides and Notebooks based on a series of Lectures I gave in 2016 at AIMS Senegal
Introduction_to_deep_learning
Introduction to Deep Learning with theory and coding examples
mondrianforest
Code for Mondrian Forests (for classification and regression)
owkin_breast_cancer
Owkin challenge
planktidex
Image recognition of plankton
plant_pathology
https://www.kaggle.com/c/plant-pathology-2021-fgvc8
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement_learning_tutorial
Tutorial on Reinforcement Learning applied to video games https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0#.un5s41oeu
sf-chain-guides
Build a blockchain-based cryptocurrency course
tensorflow-mnist-tutorial
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
tensorflow-rnn-shakespeare
Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.