YoVDO

Python Essentials for Aspiring Data Scientists (with project)

Offered By: Xccelerate via edX

Tags

Python Courses Data Science Courses Algorithms Courses Data Structures Courses Control Structures Courses

Course Description

Overview

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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

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