Introduction to Python for Data Science

Learn Python basics tailored for Data Science in this comprehensive 4-hour live training session.
November 21, 2024
12:00 PM - 04:00 PM (Eastern Time)
Duration: 1 Day
Hours: 4 Hours
Training Level: All Levels
Virtual Class Id: 52052
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Live Session
Single Attendee
$149.00 $249.00
Live Session
Recorded
Single Attendee
$199.00 $332.00
6 month Access for Recorded
Live+Recorded
Single Attendee
$249.00 $416.00
6 month Access for Recorded
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About the Course:

This live training will introduce participants to Python programming with a focus on its applications in Data Science. Participants will learn essential Python concepts and libraries such as NumPy, Pandas, Matplotlib, Scikit-learn, PyTorch

Course Objective:

  • Understand the fundamentals of Python programming language.
  • Learn to use Python libraries for data manipulation, analysis, visualization and machine learning.
  • Gain hands-on experience with real-world Data Science projects.

Who is the Target Audience?

  • Beginners are interested in starting their journey in Data Science using Python.

Basic Knowledge:

  • No prior experience with Python or Data Science is required. Familiarity with programming concepts would be beneficial.

Curriculum
Total Duration: 4 Hours
Introduction to Python programming language
Variables, data types, and basic operations in Python
Control structures: loops and conditional statements
Introduction to NumPy for numerical computing
Data manipulation with Pandas
Data visualization using Matplotlib
Introduction to Machine Learning with Scikit-learn, PyTorch
Homework Exercises