1st lesson free
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Habiboulaye
- Rate S$85
- Response 2h
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Students1
Number of students accompanied by Habiboulaye since their arrival at Superprof
Number of students accompanied by Habiboulaye since their arrival at Superprof
S$85/h
Contact
1st lesson free
- Python
- Programming languages
- Artificial Intelligence
PhD in Artificial Intelligence | University Lecturer & Speaker and Expert in Industry | 18+ Years Leading Industry Projects to make Business Impact| Learn from a Proven Expert in Machine Learning
- Python
- Programming languages
- Artificial Intelligence
Lesson location
About Habiboulaye
Dr. Habiboulaye is an experienced and accomplished professional in the field of Artificial Intelligence. He is the head of the R&D Data Intelligence team at Air Liquide with the qualification of International Senior Expert (ISE). He has a PhD in Machine Learning & Data Mining and over 17 years of experience in hands-on leading roles in AI. He has been managing the implementation of various cutting-edge AI solutions through industrial and healthcare projects. He frequently maintains strong collaborations with academic researchers and industrial experts to explore the next frontiers of AI. Alongside his contributions in industry, he is also a lecturer for l'Université de Technologie de Troyes (UTT, France), Institut de Sciences Mathématiques et Physiques (IMSP, Benin) and African Institute of Mathematical Sciences (AIMS). He is also the founder of the non-profit organization AI4Africa.org.
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About the lesson
- Primary
- Secondary
- Adult education
- +7
levels :
Primary
Secondary
Adult education
Bachelor
Masters
Doctorate
Beginner
Intermediate
Advanced
Kids
- French
- English
All languages in which the lesson is available :
French
English
Machine Learning Essentials is 10xAI program. It will cover the key concepts and foundations of AI. The course begins with an introductory lecture on statistical learning theory, emphasizing key supervised learning techniques such as Empirical Risk Minimization and Regularization. Then, it delves into the principles of widely-used algorithms in data science, detailing their implementation. Throughout the course, quizzes and hands-on tutorials provide practical experience, enabling students to apply various Machine Learning methods, including Linear Models, Decision Trees & Ensemble Learning, Support Vector Machines (SVM) and neural networks going from shallow to deep.
Finally, the course includes an overview of Generative AI, focusing on Large Language models enabled by transformers (GPTs), offering students a glimpse into the latest advancements in the field. To consolidate their learning, students will undertake two AI projects as homework assignments.
Basic knowledge of Python is recommended but not required. A preparatory Python course for Machine Learning will be provided if needed.
Join our 10xAI Program: Master practical AI skills at lightning speed, build real-world data science projects, and boost your career in the field that's transforming every industry.
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Rates
Rate
- S$85
Pack rates
- 5h: S$425
- 10h: S$850
free lessons
This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.
- 1hr
online
- S$85/h
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