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edX

Python Fundamentals for MLOps

Pragmatic AI Labs via edX

Overview

Master Python for efficient Machine Learning Operations by building strong programming foundations, creating MLOps automation, and gaining applicable experience.

  • Fundamentals of Python programming: Data types, functions, modules
  • Testing techniques
  • Data manipulation and analysis
  • Work with datasets using Pandas
  • Leveraging NumPy for data science
  • Hands-on coding exercises
  • Apply Python in MLOps workflows

This comprehensive course covers the essential Python skills for succeeding in MLOps roles. Through hands-on exercises, you'll learn:

  • Core Python programming concepts
  • Data manipulation and analysis
  • Containerization of ML models
  • GitHub Actions for automation

Whether you're new to MLOps or an experienced professional, this course equips you with the foundational Python skills to excel in machine learning operations roles.

Taught by

Alfredo Deza

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