Welcome to the Intellipaat's Data Science Full Course 2025 your complete roadmap to becoming a Data Scientist from scratch! Whether you’re a beginner or an upskiller, this one video covers everything you need to master Python, Machine Learning, EDA, and real-world projects all in one place.
In this course, you’ll learn what Data Science really is, explore the differences between Data Engineer, Data Analyst, and Data Scientist, and get a clear career roadmap for 2025. Then, dive deep into Python, Pandas, Data Visualization (Matplotlib), Machine Learning models, and even a complete Data Science Project Walkthrough. Plus, we’ll end with real interview questions and a hands-on MCP Server tutorial to help you stand out in job interviews. If you’re serious about starting your Data Science career, don’t skip this video it’s the only guide you need for 2025!
Below are the topics covered in Data Science Full Course 2025:
00:00:00 - Introduction to Data Science Full Course 2025
00:01:49– What is Data Science?
00:06:43 – Data Engineer vs Data Scientist vs Data Analyst
00:15:59 - Roadmap for Data Science
00:24:59 – Python for Data Science
00:27:40 – Pandas for Data Science
01:33:43 – Data Visualization with Matplotlib
02:24:07 – Exploratory Data Analysis (EDA)
03:03:05 – Machine Learning Types
03:14:31 – Linear Regression
06:31:35 – Logistic Regression
07:12:00 – Support Vector Machine (SVM)
07:13:43 – Decision Tree
07:16:13 – Clustering (K-Means)
08:11:30 – Data Science Project Walkthrough
09:32:05 – Data Science Interview Questions
10:37:20 – MCP Server Tutorial
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🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/
➡️ About Data Science 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:
âś… 50+ Live interactive sessions across 7 months
âś… 218 Hrs Self-paced Videos
âś… 50+ Industry relevant Projects & Quizzes
âś… Live Classes from IIT Faculty & Industry Experts
âś… Certification from iHub IIT Roorkee & Microsoft
âś… 2 Days Campus Immersion at iHub IIT Roorkee
➡️ What’s Covered in This Program?
âś… Linux and Python Fundamentals
âś… Data Wrangling with SQL
âś… Python with Data Science
âś… Linear Algebra and Advanced Statistics
âś… Machine Learning and Prediction Algorithms
âś… Supervised and Unsupervised Learning in ML
âś… Deep Learning with TensorFlow
âś… Generative AI & Prompt Engineering
âś… Deploying Machine Learning Models on Cloud
âś… Data Visualization Tool Power BI
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📚For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930