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Top 25 things you should know in order to start machine learning:

1. Understand the basics of machine learning: Machine learning is a subgroup of artificial intelligence that focuses on algorithms and data to replicate how a human learns a task and improves skill as the machine is given more data¹. There are various types of machine learning algorithms, including supervised learning (in which regression and classification techniques are used on labeled datasets), unsupervised learning (in which dimensionality reduction and clustering techniques are used on unlabeled datasets), and reinforcement learning (algorithm in which the model learns from its every action). 2. Learn programming for machine learning: Before you start with machine learning, it's important to have a good understanding of programming concepts and be comfortable with coding¹. A number of programming languages, including Python, Java, JavaScript, C++, R, Julia, and MATLAB, can be used for machine learning. One of the most used programming languages for machine learning pr...