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Advance Your Skills as a Python Data Expert

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Free Online Course: Advance Your Skills as a Python Data Expert provided by LinkedIn Learning is a comprehensive online course, which lasts for 8 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Advance Your Skills as a Python Data Expert is taught by Lillian Pierson, P.E., Terezija Semenski, Brett Vanderblock and Derek Jedamski.

via LinkedIn Learning
8 hours worth of material
Self Paced
Overview

  • Python has quickly become the leading in-demand programming language for those in the data science and analytics sector. Python skills are bankable, and this learning path helps you add value to your skill set and to your resume.

    • Build a machine-learning recommendation system.
    • Learn the essentials of NumPy and Pandas.

Syllabus

    • Course 1: Building a Recommendation System with Python Machine Learning & AI
      • Discover how to use Python to build programs that can make recommendations. This hands-on course explores different types of recommendation systems, and shows how to build each one.
    • Course 2: NumPy Essential Training: 1 Foundations of NumPy
      • Learn about NumPy, the most useful Python library for data science and numerical computing.
    • Course 3: Advanced Pandas
      • Learn the advanced functions in pandas that can help you more effectively work with your data.
    • Course 4: NLP with Python for Machine Learning Essential Training
      • Explore natural language processing (NLP) concepts, review advanced data cleaning and vectorization techniques, and learn how to build machine learning classifiers.

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