5 Best Courses + Projects to Learn Artificial Intelligence and Machine Learning in 2025
My favorite interactive, hands-on, text-based, courses and projects to learn AI in 2025
Hello guys, Artificial Intelligence (AI) is revolutionizing industries and everyday life, making it one of the most popular and essential skills in the job market in 2025.
After ChatGPT’s sensational release a couple of years ago, AI became the mainstream skill, with everyone in tech talking about AI.
Whether you are a developer or DevOps, a Data Engineer or Business Analyst, AI skills seem to be necessary for everyone, and why not, if used correctly, it can boost productivity multiple times.
That’s why more and more people are learning about AI.
If you also want to learn about AI and looking for the best online resources like online courses, books, tutorials, etc then you have come to the right place.
Earlier, I shared best Gen AI courses and best Prompt Engineering courses where I have shared video courses but a lot of you asked me about sharing hands-on, text-based courses on AI.
And, when it comes to text-based, hands-on, and project-oriented courses, I can only think of Educative.io, one of my favorite places to learn tech skills in a browser-based online coding environment.
Whether you’re a beginner looking to get started with AI or an experienced professional aiming to sharpen your skills, Educative.io offers a range of courses that can help you reach your goals.
In this article, I will share the top five AI courses on Educative.io, curated to enhance your learning experience.
Btw, if you are in a hurry, I suggest you join Educative Unlimited now, they are offering a 50% discount and this membership gives you access to more than 1200 AI-powered courses on Educative.io, I just renewed my subscription.
5 Best Interactive AI, Data Science, and ML Courses for Beginners on Educative.io in 2025
Here are the top five AI courses on Educative.io, curated to enhance your AI knowledge, tools, processes, and how AI works in general.
1. Grokking AI for Engineering & Product Managers
If you are a senior developer or project manager who wants to learn about AI from scratch and looking for an interactive, hands-on, and text-based course for faster learning then this course is for you.
Designed for engineering and product managers, this course offers a quick yet comprehensive understanding of AI. It covers the basic concepts and is perfect for those involved in developing AI-based products.
You will start by learning the basics of AI, its connection with machine learning, and the different types of algorithms you should be familiar with.
After that, you’ll then learn the rules, best practices, and infrastructure for creating great AI products that users trust. You will also go through some real case studies of AI applications and do a deep dive into Ethical AI.
- Level: Beginner
- Content: 46 Lessons, 5h
- Certificate of Completion
Whether you’re leading a team on creating AI solutions, or you just want a better understanding of AI, then this course is for you. In a nutshell, this course is your no-fuss, comprehensive guide to the essentials of AI.
Here is the link to join this course — Grokking AI for Engineering & Product Managers
2. Machine Learning Handbook
Machine Learning is the backbone of AI. It is the technology that powers AI and if you want to learn AI then this is one of the best hands-on courses you can find online.
This course provides a hands-on introduction to machine learning concepts. It emphasizes the use of Python and key ML libraries through practical coding examples, making it ideal for beginners who want to get started with machine learning.
You will learn about machine learning (ML), a branch of artificial intelligence focusing on creating and analyzing statistical algorithms capable of generalizing and executing tasks autonomously, without requiring explicit programming instructions.
- Level: Beginner
- Content: 12 Lessons, 2h 30min
- Certificate of Completion
- Overview:
The course also provides insights into various ML types and a comparative analysis between traditional ML approaches and the latest advancements in deep learning.
Here is the link to join this course — Machine Learning Handbook
3. Build Your Own Chatbot in Python
Building Chatbot is a great exercise to learn AI and see the power of AI and if you are looking for a hands-on course to build your chatbot then this course is for you.
In this course, you will deep dive into the exciting world of chatbots!
This course guides you through building a functional chatbot using Python, offering practical insights and hands-on experience.
Here are key things you will learn in this course: What You’ll Learn
- basics of AI and ML
- Play around with different AI
- Create your own AI
Overall a great course to learn how to build chatbots using Python and it's perfect for beginners looking to explore AI applications.
Here is the link to join this course — Build Your Own Chatbot in Python
4. Introduction to Prompt Engineering with Llama 3
Knowledge of Prompt engineering is a must if you want to make full use of AI because Prompt engineering is the language to talk to AI. If you are looking for an interactive course to learn Prompt Engineering then this course is for you.
This 20-lesson comprehensive course will take your prompt engineering skills to the next level with Llama 3.
This course offers hands-on exercises and real-world use cases, making it a valuable resource for anyone interested in prompt engineering.
Here are things you will learn :
- Prompting techniques and best practices
- Exposure to various real-world applications of Llama 3
- Knowledge of parameters that can be configured to control the output of Llama 3
- Familiarity with ethical challenges and common issues we face while prompting
Overall a great interactive course to learn prompt Engineering with Llama 3.
Here is the link to join this course — Introduction to Prompt Engineering with Llama 3
5. Data Science Interview Handbook
This is another 9-hour long comprehensive course to learn Data Science for Interviews on Educative. Why you should take this course? Well, because it is different.
It teaches you key concepts of Data science in interview mode. I learned most of the things deeper and better while preparing for an interview.
If you’re preparing for a data science role, this course is a must. It includes mock interviews and AI-powered explanations, offering comprehensive preparation for real-world data science interviews.
This course will increase your skills to crack the data science or machine learning interview. It covers all the most common data science and ML concepts coupled with relevant interview questions.
It takes a non-traditional approach to interview prep, in that it focuses on data science fundamentals instead of open-ended questions. In all, this course will get you ready for data science interviews.
By the time you finish this course, you will have reviewed all the major concepts in data science and will have a good idea of what interview questions you can expect.
Here is the link to join this course — Data Science Interview Handbook
That’s all about the 5 best Educative.io courses and projects to learn AI, Machine Learning, and Data Science in 2025. These courses not only provide foundational knowledge but also practical, hands-on experience with AI.
If you want to learn AI and its related technology then I highly recommend you to get an Educative Unlimited subscription now and join these courses. You will love it.
Do you know what is the best thing, Educative.io is offering a 50% discount on Educative Unlimited, which means you can join for half price but only for a limited time.
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Thanks for reading this article so far. If you find these text-based online courses and Educational platforms useful then please share with your friends and colleagues.
If you have any questions or feedback then please drop a note. Learning has never been so easy and fun.
P. S. — If you are looking for some free courses to explore the Educative platform and their interactive learning tools then I also suggest you check out my earlier article about 10 Free Educative courses for Programmers and Developers. There I have mentioned free Educative.io courses for programmers to learn Java, Python, C++, JavaScript, and Web development.
