Python For Data Science - Full Course For Beginners (2025) | 🚀 Zero Prerequisites | Intellipaat
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This Python For Data Science - Full Course For Beginners (2025) by Intellipaat is your one stop solution to master the Python programming language for data science chores. Python these days is an absolute must have, if you want to work around data or figure out insights out of it. For almost 99% job openings online available for data science, you'll see Python as a critical skill to have. Thus, if you're just starting out on your data science journey, you need to start with Python programming language.
This Python for data science tutorial is the only asset you need if you're just getting started with Python programming. Through this course, we are going to teach Python concepts you need to know to be able to write code for data science use cases. This is absolute beginners tutorial which do not require any prerequisites. You will go through introduction to Python, Python keywords, Variables, Functions, conditional statements, memory management, OOPS, File handling etc. Once you are clear with these basics you will dive into Numpy and Pandas libraries which are important to get started with data pre-processing.
This course is value packed, and delivered by one of the best data scientist trainers associated with us, so don't miss out a moment from this detailed course.
Topics covered in this 'Python For Data Science - Full Course For Beginners':
00:00:00 - Introduction to Python For Data Science
00:01:31 - What is Python?
00:04:12 - Basics of Python
00:05:40 - Compiler vs Interpreter
00:17:51 - What is a Variable?
00:23:40 - Variable Differentiation
00:24:19 - Declaring vs Initializing a Variable
00:28:04 - Multiple Variable Assignment in Python
00:32:29 - Naming Conventions in Python
00:37:33 - Global Variables in Python
00:41:48 - Data Types in Python
00:46:30 - Numeric Data Types
00:53:49 - Sequence Data Types
01:01:31 - Basic Python - Hands-On
01:10:48 - Python Variables - Hands-On
01:17:04 - Multiple Variable Assignment - Hands-On
01:19:43 - Python Keywords - Hands-On
01:32:33 - Sequence Data Types - Hands-On
01:47:55 - Mutable vs Immutable Objects
01:49:45 - Lists: Mutable and Dynamic
01:54:38 - Functions vs Methods
01:59:36 - Methods in Lists
02:01:21 - Append and Concat
02:06:17 - Concatenation vs Extend
02:11:10 - Insert in List
02:14:30 - Deleting Lists
02:28:20 - Reverse, Sort, Count
02:34:50 - List Copies and Identity Operators
02:36:41 - Memory Management in Python
02:45:05 - Strings in Python
02:47:19 - Quotes and Escaping Characters
03:00:45 - String Concatenation
03:05:17 - String Functions: Split, Join, Find, Replace
03:13:51 - Dictionary in Python
03:23:23 - Tuples
03:28:05 - Sets in Python
03:29:03 - Creating an Empty Set
03:37:33 - Removing Multiple Elements from a Set
03:39:28 - Set Difference
03:40:23 - Union, Intersection, Difference, Equality
03:45:41 - Operators in Python
03:51:37 - Floor Division
05:08:02 - Two-Way Decisions with if-else
05:16:53 - if-elif-else Statements
05:21:43 - Python Loops
05:58:15 - 'for' Loops with if-else
06:16:06 - While Loop
06:53:28 - Why Do We Need Functions?
07:04:02 - ABC
07:13:44 - Pandas Functions
07:24:39 - Lambda Function
07:38:56 - Filter Function
📌 FAQs
Q1: How to learn Python for data science from scratch?
To learn Python for data science, start with understanding Python basics like variables, data types, loops, and functions. This Python tutorial for beginners by Intellipaat is designed to guide you step-by-step through these concepts and more. Once you grasp the fundamentals, move on to applying Python in data science using libraries like Pandas, NumPy, and Matplotlib.
➡ ️ About the Course
This online Data Science course, in collaboration with iHUB, IIT Roorkee & Microsoft, will help you to elevate your Data Science career. In this course, you will master skills like Python, SQL, Statistics, Machine Learning, AI, Power BI & Generative AI, along with real-time industry-oriented projects.
➡ ️ Key Features
✅ 50+ Live interactive sessions across 7 months
✅ 218 Hrs Self-paced Videos
✅ 50+ Industry relevant Projects & Quizzes
✅ Live Classes from IIT Faculty & Industry Experts
✅ Certification from iHub IIT Roorkee & Microsoft
✅ 2 Days Campus Immersion at iHub IIT Roorkee
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