KDnuggets·3yMarkdown Cheatsheet
Markdown Cheatsheet is a lightweight markup language for creating formatted text using a plain-text editor. Markdown is widely-used in blogging, documentation, collaboration. It is heavily-relied upon in the R programming language ecosystem to create reproducible documents, provide a notebook interface, and format output.
Python in Plain English·3y15 Completely Free Machine Learning and Deep Learning Books
Think Stats is a beginner friendly introduction to Statistics and Probability. Deep Learning for Coders with Fastai & PyTorch by Jeremy Howard and Sylvain Gugger is designed to start with your deep learning journey. Bayesian Methods for Hackers by Adel El-Shahat is a great choice.
KDnuggets·3yThe Zen of Python
The Zen of Python is a nice, short poem presenting guidelines for writing high-quality Python code. If you want to learn how to write simple Python code with good style, look no further than the Hitchhiker's Guide to Python. The Real Python YouTube video will guide you through writing good, idiomatic Python code.
KDnuggets·3yLearn Data Science From These GitHub Repositories
Learn Data Science from these curated GitHub repositories to start your data science career with these curated repositories. GitHub is a code-hosting platform for version control and collaboration. GitHub also has a community which helps to support all users on GitHub with questions, problems and their overall educational journey.
KDnuggets·3y5 Python Projects for Data Science Portfolio
5 Python Projects for Data Science Portfolio will help you develop problem-solving habits. Get more experience by working on web scraping, data analytics, time-series forecasting, machine learning, and deep learning projects. In the five projects, we will learn to: Scrape live yahoo stock prices, perform time series analysis and forecasting.
KDnuggets·3yFree Intermediate Python Programming Crash Course
Free Intermediate Python Programming Crash Course will help you learn the foundations of python programming. Python is a flexible, open source, interpreted, high level programming language, which is appropriate for use in a variety of real-world settings. The crash course goes from basic to advanced concepts, including threading, multiprocessing, context managers and generators.