This Data Science Full Course 2025 by Intellipaat will assist you with a well-structured learning path for mastering data science concepts. It starts by providing easy to comprehend breakdown of what is data science, followed by deep analysis of job roles and responsibilities for the roles such as data scientist, data analyst and data engineer. While talking about the roles, you will also go through the data science lifecycle process. Learners will explore Python for data science, libraries like Numpy, Pandas, Matplotlib which are critical to understand before diving into data science. The course then introduces to exploratory data analysis, types of machine learning algorithms, etc. Machine learning algorithms like linear regression, logistic regression, SVM, decision tree, K-means clustering will be covered in detail. Practical aspects are included with beginner-friendly machine learning project (recommendation engine project) and an overview of MCP server, agentic ai and how to build your own MCP server. The course also includes data science interview questions, ensuring learners are well-prepared for aching job opportunities and enter into the real world. 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? 00:06:46 - Data Engineer VS Data Scientist VS Data Analyst 00:16:03 - Python For Data Science 00:18:43 - Pandas For Data Science 01:24:45 - Matplotlib 02:15:10 - Exploratory Data Analysis (EDA) 02:54:07 - Machine Learning Types 03:06:28 - Linear Regression 06:22:37 - Logistic Regression 07:03:04 - SVM 07:04:45 - Decision Tree 07:07:04 - Clustering (K Means) 08:02:33 - Data Science Project 09:23:08 - Data Science Interview Question 10:28:22 - MCP Server Tutorial #datasciencefullcourse #datasciencecourse #datasciencetraining #intellipaat 🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ 🔗 Supporting Media (The Detailed Deep-Dive Material) 1. Logistic Regression: https://youtu.be/29F-fXvowoI 2. SVM : https://youtu.be/2I8TJBfGml0 3. Decision Tree: https://youtu.be/JmAVQ5fDikk ➡️ 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