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

This Data Science Full Course 2025 by Intellipaat is your complete beginner-to-advanced guide to becoming a Data Scientist. Starting with the fundamentals, you’ll learn how to work with Python for Data Science, covering essential libraries like NumPy, Pandas, Matplotlib, and Seaborn to handle, clean, and visualize data effectively. As you progress, the course dives into machine learning algorithms, including Linear Regression, Logistic Regression, SVM, Decision Trees, and K-Means Clustering, all explained step-by-step with hands-on implementation. You’ll also understand the math behind linear regression, evaluate models using R-Squared Metrics, and master feature engineering techniques to boost model performance. By the end of this course, you’ll gain the knowledge and confidence to handle real-world data problems and start your journey as a Data Scientist in 2025. ➡️ Below are the topics covered in Data Science Full Course 2025: 00:00:00 - Introduction to Data Science 00:01:31 – Python for Data Science 02:16:35 – Numpy 02:28:39 – Pandas 03:42:54 – Matplotlib 03:51:47 – Seaborn 04:02:54 – Linear Regression 04:52:15 – Math Behind Linear Regression 05:25:37 – R-Squared Metrics 07:17:41 – Hands-on: Linear Regression 07:19:45 – Logistic Regression 07:21:05 – SVM Algorithm 07:23:55 – Decision Tree Algorithm 09:16:58 – K-Means Clustering Explained 10:41:28 – K-Means Hands-on 10:50:55 – Feature Engineering Techniques #datasciencefullcourse #datasciencecourse #datasciencetraining #intellipaat 🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientis... ➡️ 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:    / @intellipaatachievers   📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930