Chang Yong Lik's starred repositories
machine_learning_examples
A collection of machine learning examples and tutorials.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
project-based-learning
Curated list of project-based tutorials
coding-problems
Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
Python-programming-exercises
100+ Python challenging programming exercises
python-basics
Python Basics ( v3.x )
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
data-engineering-capstone
Data Engineering Capstone Project: ETL Pipelines and Data Warehouse Development
mlflow-tracking-server
MLFLow Tracking Server based on Docker and AWS S3
amazon-sagemaker-mlflow-fargate
Managing your machine learning lifecycle with MLflow and Amazon SageMaker
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
system-design-interview
System design interview for IT companies
awesome-cheatsheets
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Machine-Learning-Engineer-Nanodegree
Notes and material for the "Machine Learning Engineer Nanodegree" (MLND) by Udacity.
machine-learning-engineer-nanodegree
Projects for the Machine Learning Engineer Nanodegree from Udacity
scikit-learn
scikit-learn: machine learning in Python
CtCI-6th-Edition-cpp
Cracking the Coding Interview 6th Ed. C++ Solutions
WorldModels_v1.0
Intital commit
awesome-ensemble-learning
Ensemble learning related books, papers, videos, and toolboxes
cpbook-code
CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)
data-science-blogs
A curated list of data science blogs
free-programming-books
:books: Freely available programming books
javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
the-art-of-command-line
Master the command line, in one page