Data Science Full Course (2025) | Data Science Course FREE | Intellipaat

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 #datasciencefullcourse #datasciencecourse #datasciencetraining #intellipaat 🔥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: ✅ 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 ➡️ What’s Covered in This Program? ✅ Linux and Python Fundamentals ✅ Data Wrangling with SQL ✅ Python with Data Science ✅ Linear Algebra and Advanced Statistics ✅ Machine Learning and Prediction Algorithms ✅ Supervised and Unsupervised Learning in ML ✅ Deep Learning with TensorFlow ✅ Generative AI & Prompt Engineering ✅ Deploying Machine Learning Models on Cloud ✅ Data Visualization Tool Power BI 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers 📚For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930