**KDnuggets™ News 21:n01, Jan 6: All machine learning algorithms you should know in 2021; Monte Carlo integration in Python; MuZero – the most important ML system ever created?** - Jan 6, 2021.

The first issue in 2021 brings you a great blog about Monte Carlo Integration - in Python; An overview of main Machine Learning algorithms you need to know in 2021; SQL vs NoSQL: 7 Key Takeaways; Generating Beautiful Neural Network Visualizations - how to; MuZero - may be the most important Machine Learning system ever created; and much more!

Tags: Algorithms, Monte Carlo, MuZero, NoSQL, Python, SQL

**Monte Carlo integration in Python** - Dec 24, 2020.

A famous Casino-inspired trick for data science, statistics, and all of science. How to do it in Python?

Tags: Monte Carlo, Python, Simulation, Statistics

**Practical Markov Chain Monte Carlo** - Jun 26, 2020.

This is a slightly more intricate example of MCMC, compared to many with a fairly simple model, a single predictor (maybe two), and not much else, which highlights a couple of issues and tricks worth noting for a handwritten implementation.

Tags: Bayesian, Markov Chains, Monte Carlo, R

**The Forgotten Algorithm** - Feb 20, 2020.

This article explores Monte Carlo Simulation with Streamlit.

Tags: Monte Carlo, Python, Simulation, Streamlit