qizongjun's repositories
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Harry-Potter-Book-Series
"Just think how many books I could've sold if Harry had been a bit more creative with his wand." ― J.K. Rowling
from-python-to-numpy
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
Algorithm_Templates
algorithm templates and leetcode examples in Python3, you can learn many python tricks too.
Artificial-Intelligence
Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Leetcode_company_frequency
Collection of leetcode company tag problems. Periodically updating.
Programming-Interview-Questions-in-Python
Python programming interview questions.
Coding4Interviews
Leetcode、剑指Offer——名企面试官精讲典型编程题
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
Data-Science-ML-Cheat-Sheet-Books-Oreilly-
Data Science + ML Cheat Sheet collection by me
Machine-Learning
Datasets
ebook
koleksi ebook aja sih, bacanya ntah mau kapan
Hands-On-Data-Analysis-with-Pandas
Materials for following along with Hands-On Data Analysis with Pandas.
Database-Books
"Computing should be taught as a rigorous - but fun - discipline covering topics like programming, database structures, and algorithms. That doesn't have to be boring." -- Geoff Mulgan
Hands-On-Exploratory-Data-Analysis-with-R
Hands-On-Exploratory-Data-Analysis-with-R, published by Packt
awesome-algorithm-books
📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）
pandas_cub
Learn how to build a data analysis library from scratch
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
books
Awesome Books
system-design
Preparing for system design interview questions
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
BookList
经典书籍📚，设计**，数学之美，浪潮之巅。