Data Science Course | Data Science Full Course | Data Science Tutorial For Beginners | Intellipaat

🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ Welcome to Intellipaat’s Data Science Full Course 2025! Whether you’re completely new or looking to strengthen your skills, this data science tutorial for beginners is your one-stop guide. This data science course covers everything from the basics to advanced concepts, making it perfect for anyone who wants to start a career in data science. Dive into this data science free course and learn the essential skills required to become a successful data scientist. In this comprehensive data science course, you’ll explore Python programming, data manipulation, machine learning, data visualization, and more. Our experts bring you this data science full course with a focus on practical, real-world applications. If you're looking for a data science training that is beginner-friendly and packed with industry insights, this is the perfect start! The following are the topics covered in the Data Science Full Course: 00:00:00 - Introduction to Data Science Course 00:04:12 - Introduction to Data Science 00:11:24 - Statistics & Probability for Data Science 01:40:12 - Basics of Machine Learning 01:47:03 - Introduction to Linear Regression 02:36:48 - Mathematics Behind Linear Regression 03:09:32 - R-Squared and Adjusted R-Squared 05:03:17 - Understanding the Classification Problem Setting 05:10:01 - Logistic Regression Mathematical Intuition 05:22:39 - Example of a Classification Problem 05:38:26 - Implementation of Logistic Regression Algorithm Using Python 06:15:57 - Confusion Matrix 06:23:38 - Classification Curve (Finding Best Fit) 06:48:23 - Logistic Regression Project Hands-On Continuation 07:36:18 - Logic Behind Decision Trees 07:43:56 - Gini Impurity 07:50:57 - Calculating Gini Impurity on a Sample Dataset 08:07:04 - Hands-on Implementation 08:53:42 - Understanding K-Means Algorithm 09:24:18 - Possible Values in K-Means 09:26:55 - Generalising 'n' Data Points 09:30:20 - What is WCSS? 09:48:19 - What is the Elbow Method? 09:52:49 - Dunn’s Index Method 10:00:31 - Silhouette Score 10:09:09 - Priority of Methods 10:18:55 - Data Science Interview Questions 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers #DataScienceCourse #DataScienceFullCourse #DataScienceTutorialForBeginners #DataScienceTraining #Intellipaat ➡️ 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 🔥 Learn more at: https://bit.ly/Data-Science-course 🔥🔥 Interested in Attending Live Classes? Call Us: IND: +91-7022374614 / US: 1-800-216-8930