Data Science Full Course 2025 (BEST For Beginners) | Intellipaat

Looking to start a career in data science in 2025? This Data Science Full Course by Intellipaat is your one-stop solution to mastering the entire data science lifecycle, from fundamentals to building real-world AI applications. Start with a clear understanding of what is data science and the data science lifecycle, followed by a detailed roadmap to become a data scientist. You’ll learn essential tools like Python and Pandas for data manipulation, then dive deep into Exploratory Data Analysis (EDA) to make sense of data. Advance your skills with hands-on tutorials in machine learning algorithms such as Linear Regression, Logistic Regression, SVM, Decision Trees, and K-Means Clustering. This course also features an end-to-end data science project, expert career tips, real data science interview questions, and even a session on building your own AI agent. Bonus: Learn how to set up and work with an MCP server. Whether you're a beginner or looking to upskill, this course will help you become job-ready and build a successful career in data science. Below are the topics covered in Data Science Full Course 2025: 00:00:00 - Introduction to Data Science Course 00:06:24 - What is Data Science? 00:10:51 - Data Science Lifecycle 00:13:36 - Roadmap to Become a Data Scientist 00:26:00 - Python for Data Science 00:28:41 - Pandas for Data Manipulation 01:34:42 - Understanding EDA 02:13:40 - Types of Machine Learning 02:26:25 - Linear Regression 05:42:34 - Logistic Regression 06:23:01 - Support Vector Machine (SVM) 06:24:42 - Decision Tree 06:27:18 - Clustering with K-Means 07:22:30 - End-to-End Data Science Project 08:43:05 - Expert Tips: How to Kickstart Your Data Science Journey 09:30:51 - Data Science Interview Questions 10:36:05 - Building an AI Agent from Scratch 10:57:21 - 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 🔥🔥 Interested in Attending Live Classes? Call Us: IND: +91-7022374614 / US: 1-800-216-8930