Data Science Course (FREE) | Intellipaat

Wed, 11 Mar 2026 11:45:09 +0000

Step into the world of Data Science with this complete Data Science Full Course 2025, designed for beginners as well as professionals looking to upskill. This in-depth course takes you from the very basics of data science to advanced concepts used by industry experts. You’ll start by understanding what data science really is and explore the key differences between Data Engineer, Data Scientist, and Data Analyst roles. The video then walks you through a clear data science roadmap, followed by hands-on learning with Python, Pandas, data visualization using Matplotlib, and Exploratory Data Analysis (EDA).

As you progress, you’ll dive into machine learning concepts, including Linear Regression, Logistic Regression, Support Vector Machines (SVM), Decision Trees, and K-Means Clustering. The course also includes a real-world data science project walkthrough to help you apply what you’ve learned. To help you prepare for jobs, the video covers data science interview questions and ends with a MCP Server tutorial for practical exposure.

If you’re aiming for a career in data science in 2025, this course is a must-watch.

➡️ Below are the topics covered in Data Science Full Course 2026:
00:00:00 – Introduction to Data Science Full Course 2025
00:01:37 – What is Data Science?
00:06:31 – Data Engineer vs Data Scientist vs Data Analyst
00:15:47 – Roadmap for Data Science
00:24:47 – Python for Data Science
00:27:28 – Pandas for Data Science
01:33:31 – Data Visualization with Matplotlib
02:23:55 – Exploratory Data Analysis (EDA)
03:02:53 – Machine Learning Types
03:14:19 – Linear Regression
06:31:23 – Logistic Regression
07:11:48 – Support Vector Machine (SVM)
07:13:31 – Decision Tree
07:16:01 – Clustering (K-Means)
08:11:18 – Data Science Project Walkthrough
09:31:53 – Data Science Interview Questions
10:37:08 – MCP Server Tutorial

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🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-s....cientist-course-trai

➡️ 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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