Machine Learning is one of the most sought-after skills in the modern world of AI applications, with hiring in this field growing at a staggering 74% annually for the last four years. This program is designed to equip you with the skills and experience needed to pursue a successful career in Machine Learning, and explore the main types of Machine Learning: Unsupervised Learning, Supervised Learning, Deep Learning, and Reinforcement Learning. You'll also delve into special topics to complement your learning. The program comprises of 6 courses that offer a solid theoretical understanding and ample opportunities to practice the main algorithms, uses, and best practices associated with Machine Learning. You'll code your own projects using the most relevant open-source frameworks and libraries, and apply what you learn in various courses to a final project. Whether you're already familiar with Python programming, statistics, and linear algebra, or just have a general interest in data analysis and self-learning, this intermediate series is suitable for you. We start with the basics, offer a solid theoretical foundation, code-along labs and demos, and build up to more advanced topics, making it an exciting and rewarding learning experience.

Ce programme de français, qui se situe au niveau intermédiaire B1/B2, répond aux normes du Cadre européen de référence pour les langues. Il et est ouvert à tous les étudiants qui souhaitent poursuivre leurs études supérieures en France. Ce cours permettra aux étudiants de développer leurs compétences linguistiques en français pour suivre les cours supérieurs dans le système universitaire français et de s'adapter à leur nouvel environnement dans les meilleures conditions.

Finalist at the National Physics Olympiads, and Laureate of the Lycée d'Excellence de Benguerir, I offer individualized pedagogy, assistance in the preparation of questions, written and oral exams, as well as the National Olympiads. My goal is to advance the student without overloading him while keeping his spirit of autonomy. I give homework after each lesson and periodically provide progress reports.

With exams, competitions and patents fast approaching, it is important to prepare as well as possible. If you are looking for help in mathematics to progress, you can count on me. My teaching approach is to help you understand all the difficult math concepts and provide you with a wide variety of questions to help you practice and prepare for your exams. If you wish to request it, I am also ready to give you additional work to do outside of class hours to reinforce your knowledge. My goal is to help you gain the self-confidence you need to succeed in math.