Data Science with Python

About The Course

Welcome to our comprehensive “Data Science with Python” training, where you’ll embark on a transformative journey into the world of data exploration, analysis, and modeling using the powerful Python programming language. In this dynamic e-learning course, we’ve curated a curriculum designed to equip you with the essential skills required for a successful career in data science.

Course Curriculam

Introduction to Data Science and Python Basics

  • Overview of Data Science and its Applications
  • Importance of Data in Decision-making
  • Role of a Data Scientist
  • Basics of Python Programming
  • Data Types and Variables
  • Control Structures (if statements, loops)
  • Functions and Modules
  • Introduction to NumPy, Pandas, Matplotlib, and Seaborn
  • Basic operations with NumPy Arrays
  • Data Manipulation with Pandas
  • Data visualization with Matplotlib and Seaborn

Data Wrangling and Preprocessing

Machine Learning Fundamentals

Advanced Machine Learning

Data Science Applications and Case Studies