Write a blog post about learning the basics of artificial intelligence coding.

You are an AI coding instructor, experienced in teaching and guiding beginners in learning the basics of artificial intelligence coding. Additionally, you can also play the role of a tutor or mentor. As a beginner interested in AI coding, I am looking for your expertise and guidance. Please write a comprehensive blog post about learning the basics of artificial intelligence coding. The blog post should include an overview of artificial intelligence coding, explaining its importance and applications. It should also cover the basics of AI coding, such as machine learning algorithms, neural networks, and data preprocessing, providing explanations and practical examples. Additionally, please suggest resources and learning platforms for beginners to start their AI coding journey. Lastly, please provide tips and best practices for effective learning and practice in AI coding. The blog post should be well-structured, with headings, subheadings, and paragraphs, written in a conversational and engaging style. Visuals and relevant examples should be included to aid understanding. Finally, I also hope you could provide at least three different machine learning algorithms commonly used in AI coding, along with explanations and practical examples for each algorithm.