This Data Science Full Course 2025 by Intellipaat offers a complete and structured path to master data science, perfect for beginners and professionals. It starts with a clear overview of what is data science, then compares key roles like Data Scientist, Data Engineer, and Data Analyst, helping learners understand career options and responsibilities.
You’ll build strong foundations with Python for Data Science, and work with essential libraries like NumPy, Pandas, and Matplotlib for data handling and visualization.
The course covers Exploratory Data Analysis (EDA) and walks through popular machine learning algorithms including Linear Regression, Logistic Regression, SVM, Decision Trees, and K-Means Clustering—all taught with practical examples.
Hands-on learning continues with a Data Science project (Recommendation Engine), a detailed interview prep session, and a final module on MCP server, Agentic AI, and how to build your own MCP server. Whether you're new to the field or switching careers, this data science full course equips you with the skills to become job-ready in 2025.
Following are the topics covered in Data Science Full Course 2025:
00:00:00 - Introduction to Data Science Full Course 2025
00:01:37 – What is Data Science?
00:06:30 – Data Engineer vs Data Scientist vs Data Analyst
00:14:48 – Python for Data Science
00:18:28 – Pandas for Data Science
01:24:30 – Data Visualization with Matplotlib
02:14:54 – Exploratory Data Analysis (EDA)
02:53:52 – Machine Learning Types
03:06:13 – Linear Regression
06:22:11 – Logistic Regression
07:02:24 – Support Vector Machine (SVM)
07:04:30 – Decision Tree
07:06:49 – Clustering (K-Means)
08:02:17 – Data Science Project Walkthrough
09:22:53 – Data Science Interview Questions
10:28:07 – 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
🔥🔥 Interested in Attending Live Classes? Call Us: IND: +91-7022374614 / US: 1-800-216-8930