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AI: Python Fundamentals for MLOps

415,00 €

Master Python for Seamless MLOps: From Fundamentals to Automation and Workflow Efficiency.

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About this course

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.

At a glance

  • Institution:

    AI

  • Subject: Computer Science
  • Level: Introductory
  • Prerequisites:
    None
  • Language: English
  • Video Transcript: English
  • Associated programs:
    • Professional Certificate in Machine Learning Operations

What you’ll learn

  • Interact with APIs and SDKs to build command-line tools and HTTP APIs to solve and automate Machine Learning problems.
  • Work with logic in Python, assigning variables and using different data structures.
  • Write, run and debug tests using Pytest to validate your work.

Additional information

Weeks

5
Language

English

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