10 Free Certification Courses from Harvard University
6. CS50’s Introduction to Artificial Intelligence with Python
Course description: AI is transforming the way we live, work, and play. It has enabled new technologies such as self-driving cars and recommendation systems, as well as improved old ones like medical diagnostics and search engines. Due to this, the demand for AI and machine learning expertise is rapidly increasing.
This course, CS50’s Introduction to Artificial Intelligence with Python, is designed to help you take the first step towards solving important real-world problems and future-proofing your career.
The course explores the concepts and algorithms that form the foundation of modern AI, diving into the ideas that enable technologies such as game-playing engines, handwriting recognition, and machine translation.
Through hands-on projects, you will gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning. You will also learn how to incorporate them into your own Python programs.
By the end of the course, you will have experience in libraries for machine learning and knowledge of artificial intelligence principles that will enable you to design intelligent systems of your own.
Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever, CS50.
You will learn theoretical frameworks that underpin these new technologies while gaining practical experience in how to apply these powerful techniques in your work. Course link
| DURATION | 7 weeks long |
| TIME COMMITMENT | 10 – 30 hours per week |
| PACE | Self-paced |
| SUBJECT | Computer Science |
| COURSE LANGUAGE | English |
| VIDEO TRANSCRIPT | English |
| DIFFICULTY | Introductory |
| CREDIT | Audit for Free Add a Verified Certificate for $299 |
| PLATFORM | edX |
What you’ll learn
- Graph search algorithms
- Reinforcement learning
- Machine learning
- Artificial intelligence principles
- How to design intelligent systems
- How to use AI in Python programs