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.
Notes:
0:00:00 - Intro and welcoming.
0:04:00 - Typical day of a data scientist
0:10:00 - Difference between the job of a data scientist/machine learning engineer/data engineer
0:16:00 - What are the key skills to have to be a great data scientist
0:21:00 - Do we need to have advanced mathes skills to start doing ML ?
0:27:00 - Machine learning process : From collecting the data to testing and tuning our chosen model
0:36:00 - How is Agile Management implemented in the context of ML projects?
0:43:00 - Subsets of Machine Learning ?
0:56:00 - Is statistics necessary for DS ?
1:01:00 - How to get started in AI ?
1:03:00 - What are the main stages of AI ?
1:06:00 - Application of AI techniques in insurance
1:13:00 - Application of AI techniques in advertising
1:21:00 - Business opportunities in african countries (Morocco) that AI will open
1:26:00 - Jobs in AI
1:33:00 - Wrap up and goodbye
