LinkedIn – Complete Guide to Python Fundamentals for MLOps 2024-9

Description

Course Complete Guide to Python Fundamentals for MLOps. This comprehensive course covers essential Python skills for success in MLOps roles. Start with the basics of Python programming, including data types, structures, functions, and modules. Learn techniques for testing, manipulating and analyzing data through hands-on exercises. Other topics include working with datasets using pandas and NumPy, APIs and SDKs, automation with command-line tools, and building machine learning APIs. Whether you’re new to MLOps or a seasoned expert, this course will equip you with the foundational Python skills to excel in operational machine learning roles.

What you will learn

• Basics of Python programming
• Data types, structures, functions and modules
• Data testing, manipulation and analysis techniques
• Working with datasets using pandas and NumPy
• APIs and SDKs
• Automation with command line tools
• Building machine learning APIs

This course is suitable for people who

• Interested in learning the basic concepts of Python to enter the field of MLOps
• Want to improve their Python skills to work on machine learning projects
• Looking for a job in the MLOps field
• They want to learn practically the tools and techniques used in MLOps
• This course is also suitable for people who have no background in programming.

Course details

• Publisher: LinkedIn
• Instructor: Pragmatic AI Labs , Alfredo Deza
• Training level: advanced
• Training duration: 5 hours and 54 minutes

Course headings

 

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Sample video of the course

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864 MB