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This Data Science Full Course 2025 by Intellipaat is a complete step-by-step learning path for anyone aspiring to build a successful career in data science. The course begins with the fundamentals, explaining what data science is, the roles of data engineers, data scientists, and data analysts, and a clear roadmap to get started. You will then move into Python for Data Science, mastering Pandas for data manipulation and Matplotlib for data visualization. The training dives into exploratory data analysis (EDA) and introduces machine learning concepts, including supervised and unsupervised learning techniques. Core algorithms such as linear regression, logistic regression, support vector machines (SVM), decision trees, and clustering with K-Means are explained with practical examples. A full project walkthrough gives you hands-on exposure to applying data science in real-world scenarios. To prepare you for career success, the course also covers frequently asked interview questions and includes an MCP server tutorial. Whether you’re a beginner or upskilling for 2025, this free data science tutorial equips you with essential tools, techniques, and industry insights. Below are the topics covered in Data Science Full Course 2025: 00:00:00 - Introduction to Data Science Full Course 2025 00:01:31 – What is Data Science? 00:06:23 – Data Engineer vs Data Scientist vs Data Analyst 00:15:40 - Roadmap for Data Science 00:24:40 – Python for Data Science 00:27:20 – Pandas for Data Science 01:33:23 – Data Visualization with Matplotlib 02:23:47 – Exploratory Data Analysis (EDA) 03:02:45 – Machine Learning Types 03:14:11 – Linear Regression 06:31:15 – Logistic Regression 07:11:41 – Support Vector Machine (SVM) 07:13:23 – Decision Tree 07:15:53 – Clustering (K-Means) 08:11:10 – Data Science Project Walkthrough 09:31:45 – Data Science Interview Questions 10:37:00 – 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 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930
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