Python for Data Science: From the Basics to Advanced

0
Certificate

Paid

Language

Level

Intermediate

Access

Free

Last updated on April 12, 2024 1:32 pm

This free data science and programming course breaks down the fundamentals of Python and its two key libraries, NumPy and Pandas. No subscriptions fees.

Add your review

Python is one of the best and fastest-growing programming languages used in data analysis worldwide. This free online course shows you how to apply the fundamental programming concepts of Python such as looping, variables, data types and data structures to data science. It also explores the NumPy and Pandas libraries that will help you further manipulate, analyze and visualize data in Python.

What You Will Learn In This Free Course

  • Identify the basic data types in Pyt…
  • Use the arithmetic, logic, assignmen…
  • Discuss the ‘for loop’ and ‘while lo…
  • Create and apply functions to perfor…
  • Identify the basic data types in Python
  • Use the arithmetic, logic, assignment and comparison operators
  • Discuss the ‘for loop’ and ‘while loop’ structures
  • Create and apply functions to perform basic arithmetic operations
  • Summarise the nested data and iteration concept in Python
  • Create a NumPy array
  • Describe NumPy indexing and slicing
  • Select data from a data set using both the index-based and label-based methods in Pandas
  • Python Fundamentals

    In this module, you will be introduced to the Python programming language and the Jupyter Notebook interface. You will gain an understanding of how and when to use the inline and block comments on your codes. Furthermore, you will learn about variables and data types in Python as well as how to create and work with functions.

    Python Libraries

    In this module, you will learn about the NumPy and Pandas Python libraries. You will be taught how to create and shape arrays as well as how to select items from an array using NumPy indexing and NumPy slicing. This module will explore the various functions in NumPy such as the reshape function, append function, insert function and more.

    Course assessment

    User Reviews

    0.0 out of 5
    0
    0
    0
    0
    0
    Write a review

    There are no reviews yet.

    Be the first to review “Python for Data Science: From the Basics to Advanced”

    ×

      Your Email (required)

      Report this page
      Python for Data Science: From the Basics to Advanced
      Python for Data Science: From the Basics to Advanced
      LiveTalent.org
      Logo
      Skip to content