--- title: Best KDnuggets posts — December 2022 | daily.dev description: The most upvoted KDnuggets posts from December 2022, curated by the daily.dev community. canonical: https://daily.dev/sources/kdnuggets/best-of/2022/12 twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/sources/kdnuggets/best-of/2022/12 og:type: website og:site_name: daily.dev og:title: Best KDnuggets posts — December 2022 | daily.dev og:description: The most upvoted KDnuggets posts from December 2022, curated by the daily.dev community. og:image: https://media.daily.dev/image/upload/s--VAY5ToZt--/f_auto/v1724209435/public/daily.dev%20-%20open%20graph --- # Best of KDnuggets — December 2022 1. 1 [](https://daily.dev/posts/markdown-cheatsheet-kems16r-x "Markdown Cheatsheet") Article KDnuggets · 4y Markdown 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. 161 8 2. 2 [](https://daily.dev/posts/3-free-machine-learning-courses-for-beginners-edtxcflx5 "3 Free Machine Learning Courses for Beginners") Article KDnuggets · 4y 3 Free Machine Learning Courses for Beginners There are many low-quality free courses and YouTube courses that provide no help in building strong machine learning fundamentals. You can also learn a lot from interactive free courses by Udacty, Coursera, and Fast AI. These courses cover fundamentals and introduce you to supervised, unsupervised, and deep learning algorithms. 26 1 3. 3 [](https://daily.dev/posts/24-best-and-free-books-to-understand-machine-learning-vrhk-9gke "24 Best (and Free) Books To Understand Machine Learning") Article KDnuggets · 4y 24 Best (and Free) Books To Understand Machine Learning Machine Learning Engineer was voted one of the best jobs in the U.S. in 2019\. We have compiled a list of best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field. There is no doubt that Machine Learning has become a popular topic nowadays. 22 4. 4 [](https://daily.dev/posts/the-zen-of-python-zonp2q-5m "The Zen of Python") Article KDnuggets · 4y The 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. 18 5. 5 [](https://daily.dev/posts/learn-data-science-from-these-github-repositories-vjb1ftgvc "Learn Data Science From These GitHub Repositories") Article KDnuggets · 4y Learn 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. 16 6. 6 [](https://daily.dev/posts/5-tasks-to-automate-with-python-hyyh5eaci "5 Tasks To Automate With Python") Article KDnuggets · 4y 5 Tasks To Automate With Python Here are 5 tasks you can automate with Python, and how to do it. You can turn any file on your Mac into an audiobook with the script below, and listen to it in the background. The Morning Setup Script will get your morning started earlier by opening all of the browser tabs you usually need to open each morning. 15 7. 7 [](https://daily.dev/posts/5-python-projects-for-data-science-portfolio-tzpbsovy9 "5 Python Projects for Data Science Portfolio") Article KDnuggets · 4y 5 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. 14 8. 8 [](https://daily.dev/posts/free-intermediate-python-programming-crash-course-tfk2nv8tm "Free Intermediate Python Programming Crash Course") Article KDnuggets · 4y Free 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. 13 9. 9 [](https://daily.dev/posts/the-complete-machine-learning-study-roadmap-e4y3ezynk "The Complete Machine Learning Study Roadmap") Article KDnuggets · 4y The Complete Machine Learning Study Roadmap The Complete Machine Learning Study Roadmap shows what you need to do to start your Machine Learning journey. The field is a bit more specific than Data Science and Data Engineering which naturally include Machine Learning in the mix. 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