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

0:00:00 - 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

Links

• The Elements of Statistical Learning

Prepared and Presented by

• Ismail Tlemcani

• Meriem Zaid