#91 - AI & ML

In this episode of GeeksBlaBla we answer many questions around AI & ML, their fields of applications, what they are, their uses in industry with our guest Amine. Guests Amine Erraqabi Notes 0:01 - Intro and welcoming. 0:04 - Typical day of a data scientist 0:10 - Difference between the job of a data scientist/machine learning engineer/data engineer 0:16 - What are the key skills to have to be a great data scientist 0:21 - Do we need to have advanced mathes skills to start doing ML ? 0:27 - Machine learning process : From collecting the data to testing and tuning our chosen model 0:36 - How is Agile Management implemented in the context of ML projects? 0:43 - Subsets of Machine Learning ? 0:56 - Is statistics necessary for DS ? 1:01 - How to get started in AI ? 1:03 - What are the main stages of AI ? 1:06 - Application of AI techniques in insurance 1:13 - Application of AI techniques in advertising 1:21 - Business opportunities in african countries (Morocco) that AI will open 1:26 - Jobs in AI 1:33- Wrap up and goodbye Links The Elements of Statistical Learning Prepared and Presented by Ismail Tlemcani Meriem Zaid