Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

edX

Python Essentials for Aspiring Data Scientists (with project)

Xccelerate via edX

Overview

Embark on your data science journey with our comprehensive introductory course, focusing on Python programming essentials. Master Python setup, syntax, and control structures, and dive deep into data structures like lists, tuples, sets, and dictionaries. Enhance your skills with essential algorithms and Python libraries, and apply your knowledge in real-world projects.

Perfect for beginners aiming to build a strong foundation in Python for data science, this course offers interactive coding exercises, real-world projects, and insights from industry experts.

Syllabus

Unit 1.

1.1 Python Basics and Environment Setup

  • Introduction to Python Programming

  • Setting up Python Environment

  • Basic Syntax and Control Structures

  • Functions and Modules

  • Working with Python Libraries



Unit2.

1.2 Introduction to Data Structures and Algorithms

  • Understanding Basic Data Structures: Lists, Tuples, Sets, Dictionaries

  • Algorithmic Thinking and Problem Solving

  • Basic Algorithms: Sorting and Searching

  • Introduction to Complexity Analysis

Taught by

Avishek Majumder

Reviews

Start your review of Python Essentials for Aspiring Data Scientists (with project)

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.