Here are 300 hours of curated courses focused on Machine Learning Engineering.
There are 15 courses. From beginner to advanced. From Google. For free.
Some of the topics they cover:
• Fundamentals of Machine Learning
• Feature Engineering
• Production Machine Learning Systems
• Computer Vision and Natural Language
• Recommendation Systems
• MLOps
• TensorFlow, Google Cloud, VertexAI
The courses are well structured. They aren't just links to YouTube videos. You have to join the course, and they have an interface that takes you through every module.
This is good content. And it's free.
https://t.co/eqTjRT6BZF
You should always work on improving your model evaluation skills.
Model evaluation is the worst taught skill in machine learning, and I believe the best way of improving is through practice.
But, this paper from @rasbt is by far my favorite single written resource:
VOUS N'AVEZ TOUJOURS PAS COMPRIS.
Vous n'avez pas encore compris que notre salut vient du Made In Cameroun
Lorsque que le Nigeria s'industrialisait, ils ont trimé, tatonné, nous sortant des articles bas de gamme appelés "Baba--Baba Nguida", Ils ont continué.
Lorsque
Le massacre de Messa : Cameroun, 25 mai 1955
Le 25 mai 1955, des Camerounais décident de retirer de l'hôpital central de Yaoundé, la dépouille mortelle d’un boy tué par un colon, quelques jours auparavant. Ils proviennent du quartier Mokolo. Ils sont des centaines,