Artificial Intelligence & Machine Learning from scratch
What you'll learn
- Understand the concepts and BRANCHES of AI that you'll never find elsewhere!
- Understand Machine Learning algorithms STEP-BY-STEP
- Be able to implement Machine Learning algorithms in Python
- Understand and implement Artificial Neural Network & Deep Learning
- Understand and implement Regression, Classification, and Clustering algorithms
- Enhance your AI background with Fuzzy Logic and Evolutionary Computation (very USEFUL)
- Get a SOLID BACKGROUND in Artificial Intelligence and Machine Learning
- Practical exercises step-by-step: handwritten digits recognition, house price prediction, customer segmentation ...
- Some basic concepts of linear algebra and calculus (just a little)
- Some basic syntaxes in Python would be helpful in doing assignments
There are many AI & Machine Learning courses out there BUT most of them teach you how to develop AI applications in just three lines of code! You will NEVER want that if your objective is to get a solid background in AI from scratch.
Therefore, this course by Long Nguyen (PhD. AI, France) is aimed at providing you comprehensive fundamentals in AI, from zero to hero! After completing this course, you will understand and be able to implement the most important methodologies in AI such as MACHINE LEARNING, Deep Learning, Fuzzy Logic, and Evolutionary Computation.
Concretely, I will walk you step-by-step through the most fundamental AI algorithms and guide you in many coding assignments that focus on real-world problems such as: handwritten digits recognition, customer segmentation, house price prediction, customer churn prediction ...
As having been working very hard and seriously for this project, I really look forward to seeing you in the lectures!
Who this course is for:
- You are an absolute beginner and you want to find a comprehensive course that covers all important aspects in AI
- You already know about AI and now you want to review your knowledge
- You just want to find some valuable information about AI for some references
- You simply love AI, like many ones here! So why not join us to have more discussions?
Long Nguyen has a PhD in "Artificial Intelligence for robotics" from the university of Grenoble, France. Now he is working as an R&D specialist in AI for Horanet Group. As his job, he is responsible for scientific projects and AI researches for the company.
After several years of researching and working in Artificial Intelligence, Long Nguyen wants to share his knowledge and experiences to people who want to learn about AI. He really hopes that his small contribution can help people find a fast and easy way in learning AI, one of the most important technologies today.
Way2AI is a group of enthusiasts and specialists in AI & Machine Learning, created by Long Nguyen, PhD in AI (France), aiming at teaching people learning about this emerging technology.
AI is really changing the world! Almost every domain can benefit from the power of AI, from business, healthcare, to transport, entertainment, and military etc. There are more and more investments in AI but the domain still lacks of qualified employees. Therefore we really hope that our contribution can help many people find a fast and easy way in approaching AI.