If you’re a Python developer eager to add artificial intelligence to your skill set, you’re in luck. There’s no shortage of stellar AI courses that not only break down the complexities but also offer hands-on experience with Python libraries. I came across the mesmerizing world of AI when DeepMind conquered the chess champion Garry Kasparov. A lot has changed since that era—Google’s DeepMind is optimizing data center energy use, and Elon Musk is making headlines with self-driving cars.
What fascinates me the most is the story behind every AI development. However, as a coder, I’m equally invested in figuring out the coding aspects of AI. Sure, I’m not targeting groundbreaking issues yet, but mastering AI for everyday applications is valuable. Learning platforms like OpenAI Gym, backed by thought leaders like Elon Musk, offer fantastic toolkits for developing and testing reinforcement learning algorithms. I’ve had a great experience using OpenAI Gym to work on various agents.
Gaming as a Pathway to AI Mastery
I have a keen interest in games. From crafting simple games like Tic-Tac-Toe to complex ones like Chess, gaming has been my stepping stone into coding. Interestingly, games offer the perfect training ground for AI. Beating a game through an algorithm offers insights into solving real-world problems—a methodology that giants like Google and Tesla frequently apply.
Must-Take AI Courses in 2023
Now, if you’re with me on this AI journey and are wondering where to begin, let’s delve into the list of top courses you can’t afford to miss in 2023. If you’re not well-versed in Python, start with the Python 3 Bootcamp course on Udemy by Jose Marcial Portilla. It’s an excellent resource.
1. AI for Everyone by Andrew Ng on Coursera
Andrew Ng is an AI guru who co-founded Coursera and spearheaded Google Brain. His machine learning course has captivated millions. This course introduces you to the world of AI from a non-technical perspective but also covers the business side of things.
2. Artificial Intelligence A-Z™ by Kirill Eremenko on Udemy
This course was my initial foray into AI. Kirill Eremenko excels in making complex topics engaging and easily understandable. The course is a gem, and I highly recommend it to AI beginners.
3. The Beginner’s Guide to AI in Unity on Udemy
If you’re into game development, this course by Penny will teach you how to integrate AI into your games, making your non-player characters more authentic and challenging.
4. Introduction to AI on Coursera
This course offers a well-rounded understanding of AI and covers key terms like machine learning, deep learning, and neural networks. It’s suitable for those with or without a technical background.
5. Artificial Intelligence for Business by Kirill Eremenko
A fantastic choice for business professionals who want to leverage AI for solving real-world business issues. The course is as practical as it is enlightening.
6. Advanced AI: Deep Reinforcement Learning in Python
Designed by the Lazy Programmer team, this course is for those who are ready to dive deep into the technical aspects of AI using Python. It also introduces you to OpenAI Gym for hands-on practice.
7. Artificial Intelligence: Reinforcement Learning in Python
This course takes a deep dive into reinforcement learning, helping you understand this subfield from a technical perspective. The course covers some amazing real-world applications of AI.
That wraps up my picks for mastering AI with Python in 2023. While some of these courses, like AI for Everyone, are non-technical, they offer a holistic view of AI that is equally crucial. Happy learning!