This entry-level course offers a deep dive into the fundamental functionalities of Python libraries, Numpy and Pandas, applicable to data science. It covers a wide range of topics, from numerical computations to data manipulation using authentic datasets.
Overview
Syllabus
- Lesson 1: Welcome to the Course
- Lesson 2: Demystifying Numpy Arrays: Understanding Creation and Manipulation
- Lesson 3: Mastering Pandas - A Deep Dive into DataFrames and Data Manipulation
- Lesson 4: Unleashing Descriptive Statistics on Titanic Data with Numpy and Pandas
- Lesson 5: Filtering and Sorting Data with Pandas - Unraveling the Basics