AI is one of the most transformative technologies this world has ever seen. It has enabled the advent of and advancement in self-driving cars and recommendation systems, and has improved old tech like search engines and medical diagnostics.
Because of this, the demand for expertise in AI and machine learning is skyrocketing. This free course will enable you to take the first step toward solving important real-world problems and future-proofing your career.
Explore the concepts and algorithms at the foundation of modern artificial intelligence with CS50’s Introduction to Artificial Intelligence with Python, and dive into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Via practical projects, learners gain exposure to the theory behind graph search algorithms, classification, optimisation, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs.
At the end of the course, students will have experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.
This course is the brain child of the creator of one of the most popular computer science courses ever, CS50. You’ll learn the theoretical frameworks that enable these new technologies while gaining practical experience in how to apply these powerful techniques in your work.
This course was developed by Harvard University and is one of many free courses they offer.
- Course Duration: Approx. 7 weeks - 10-30 hours per week
- Course Price: Free - With option for paid certificate
- Level: Introductory
Who is this course for? This course is for anyone who wants to gain expertise in one of the fastest-growing domains of computer science, which will enable you to take the first step toward solving important real-world problems and future-proofing your career.
What you will get? You’ll get access to courseware developed and instructed by David J. Malan Gordon McKay, Professor of the Practice of Computer Science at Harvard University.
You can also opt to pay a fee to get a verified certificate, which you can easily share, to highlight the skills and knowledge you’ve gained.
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
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