Computing and Information System
AI is transforming how we live, work, and play. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in AI and machine learning is growing rapidly. This course will enable you to take the first step toward solving important real-world problems and future-proofing your career.
This course of Artificial Intelligence with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.
Learning outcomes:
1. Students will learn the fundamentals of artificial intelligence.
2. Students will learn the basics of machine learning
3. Students will learn some linear and polynomial machine learning models
4. Students will learn how to use machine learning to make AI
5. Students will learn the basics of DNN.
Lecture Slide 1 | | |
Artificial Intelligence | |
What is Machine Learning | |
Spam Filter Machine Learning Approach |
Lecture Slide 2 | | |
Supervised Learning | |
Batch & Online Learning |
AI Lecture Slide 3 | | |
Bad Data | |
Learning Rate | |
What is feature? |
AI Lecture Slide 4 | | |
Overfitting & Underfitting | |
Bad Data |
AI Lecture Slide 5 Part 1 | | |
AI Lecture Slide 5 Part 2 | | |
Abdullah Bin Kasem Bhuiyan is teaching Object Oriented Programming, Agile Development, Artificial Intelligence, Operating Systems and other computer science related course in Computing and Information System Department, Daffodil International University, Bangladesh which is the first of its kind in Bangladesh. He is also the district leader and member of national committee of Bangladesh Innovation Forum.