Learn AI through Micro Apps - doraithodla/notes GitHub Wiki

AI is an umbrella term used to look at various technologies that makes apps smarter. This may mean infusing bits of automation, more intelligent interactions with users, using prediction models and more. How to do you learn what AI can do? Obviously by doing some of these tasks yourself. This book will help you learn AI through practice. In each chapter we will build a MicroApp - a tiny application and learn something new. All these will add up. We will mostly build applications using natural language processing (aka NLP). NLP is a rapidly growing sub-field of AI.

As of this writing, the killer app for NLP is ChatGPT4. Whenever possible, we will build a no-code version of the microapp using chatGPT

The blog is organized as follows:

• Core concepts of NLP
• Some popular NLP apps

Apps

• Test your skills (Skill Assistant)
• Generate a learning plan (Learning Assistant)
• Find the most in demand tech skills (Job Analyzer)
• Market your skills (website generator)
• Improve SEO with better content