Free Data Science Course 2025 | Complete Beginner to Pro Training by Intellipaat

Kickstart your Data Science career in 2025 with this complete step-by-step course by Intellipaat perfect for beginners and professionals looking to upskill. In this full video, you’ll learn everything from Python to Machine Learning, along with real-world projects and interview prep.

We’ll start with the basics of Data Science, understand the roles of Data Engineer, Data Scientist, and Data Analyst, and explore the career roadmap for 2025. Then, dive into hands-on learning with Python, Pandas, Matplotlib, and EDA, followed by Machine Learning algorithms like Linear & Logistic Regression, SVM, Decision Trees, and K-Means Clustering. Finally, watch a complete Data Science project walkthrough, get interview-ready, and learn MCP Server implementation to boost your practical knowledge.

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:
✅ 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

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