Intellipaat
๐ฅRegister for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ #PythonForDataScience #PythonForDataScienceFullCourse #PythonForDataScienceTutorialForBeginners #Intellipaat 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 ๐ 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. โก๏ธ 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. โก๏ธ Key Features โ 50+ Live interactive sessions across 7 months โ 218 Hrs Self-paced Videos โ 50+ Industry relevant Projects & Quizzes โ Live Classes from IIT Faculty & Industry Experts โ Certification from iHub IIT Roorkee & Microsoft โ 2 Days Campus Immersion at iHub IIT Roorkee ๐ Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb โถ๏ธ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers ๐For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930
Complete understanding of the topic
Hands-on practical knowledge
Real-world examples and use cases
Industry best practices
Take your learning to the next level with premium features