Quick links for navigation: Navigate

• Pattern Recognition and Machine Learning (Book)
• ML by Kevin Patrick Murphy MIT.

https://microsoft.github.io/ML-For-Beginners/#/?id=machine-learning-for-beginners-a-curriculum (By Microsoft)

ML solutions Architect Handbook - Complete Reference

• Chapter 1 - Introduction

  ML Solution Architect - Introduction

• Chapter 2 - Exploring ML Business use cases

  Exploring ML Business use cases

  ML use cases in financial services

Course:

https://developers.google.com/machine-learning/crash-course/

https://www.cloudskillsboost.google/course_templates/619

https://inria.github.io/scikit-learn-mooc/toc.html

https://www.youtube.com/playlist?list=PL05umP7R6ij2YE8rRJSb-olDNbntAQ_Bx

https://www.youtube.com/playlist?list=PLTKMiZHVd_2KyGirGEvKlniaWeLOHhUF3

https://online.fliphtml5.com/vayxo/bzvr/#p=1

MLOps:

https://mlflow.org/docs/latest/ml/

https://medium.com/@abhishekjainindore24/optuna-vs-gridsearchcv-vs-randomsearchcv-hyperparameter-tuning-techniques-ea8e2ada28d0