Advance Your Python Skills for Data Science

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Free Online Course: Advance Your Python Skills for Data Science provided by LinkedIn Learning is a comprehensive online course. 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 Python Skills for Data Science is taught by Lillian Pierson, P.E., Miki Tebeka, Michele Vallisneri and Ben Sullins.

Overview
  • Quickly learn the general programming principles and methods for Python, and then begin applying that knowledge to using Python in data science-related development.

    • Learn the basics of Python as an object-oriented programming language.
    • Apply Python coding skills to analytics uses.
    • Explore the Python scientific stack of tools.

Syllabus
  • Courses under this program:
    Course 1: Python for Data Science Essential Training Part 1
    -Learn Python programming for data science. Discover how to clean, transform, analyze, and visualize data, as you build a practical project: an automated web scraper.

    Course 2: Python for Data Science Essential Training Part 2
    -Learn Python programming for data science. Part 2 describes how to use machine learning to generate predictions and recommendations and automate routine tasks.

    Course 3: Data Science Foundations: Python Scientific Stack
    -Learn how to use the Python scientific stack to solve problems and complete common data science tasks.

    Course 4: Python Data Analysis
    -Interested in using Python for data analysis? Learn how to use Python, NumPy, and pandas together to analyze data sets large and small.

    Course 5: Python for Data Science Tips, Tricks, & Techniques
    -Learn 12 techniques for how to work with data using Python. Review how to explore data, ingest data, visualize data, and more.