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Basics of Numpy and Pandas with Titanic Dataset

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Overview

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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.

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

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