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🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ 🔗 Other components you need to check while learning this course: https://www.youtube.com/playlist?list=PLVHgQku8Z936EUyyl9WKYkvbJ5lJqTHPx #DataScienceCourse #DataScienceInOneShot #DataScienceFullCourse #DataScienceTraining #LearnDataScienceForFree #DataScienceTutorialForBeginners #DataScienceCrashCourse #DataScienceCompleteCourse #Intellipaat #IntellipaatDataScienceCourse Looking to become a data scientist? This video titled as 'Data Science Course: Learn Data Science & GET HIRED! ' is the only resource to make your dream come true! This course has been compiled after a lot of effort and considerations around what is expected out of a fresher data scientist in 2025. This data science full course will set you on the right path, giving you a detailed idea about what you need to learn in order to become a data scientist. Whether you're a beginner or an experienced professional looking for a career change, this full course will take you through the entire journey of learning data science in one shot, from fundamentals to advanced concepts. From Python, inferential statistics, Machine Learning to real-world projects, this data science full course ensures you gain industry-relevant expertise. If you're looking for the best data science training for beginners, this data science course to crack jobs is exactly what you need. 📖 Below are the topics covered in this 'Data Science Full Course 2025': 00:00:00 - Introduction to Data Science Full Course 00:05:25 - Data Science Process Lifecycle 00:19:55 - Roles and Responsibilities of a Data Scientist 00:59:35 - Inferential Statistics for Data Science 01:13:17 - Outlier Identification 01:13:53 - Standard Normal Distribution 01:21:36 - Probability Density Function 01:39:21 - Normal Distribution 02:30:45 - Z-Test 03:26:05 - T-Test 04:15:55 - F-Test 04:48:50 - ANOVA 05:23:56 - Types of ANOVA 05:27:18 - ANOVA Test 05:44:28 - Chi-Square Test 06:17:42 - Different Types of Learning 06:20:44 - Supervised Learning (Brief Overview) 06:32:08 - Unsupervised Learning Algorithm - Clustering 06:32:13 - What is Clustering? 06:35:51 - Intuition Behind Clustering 06:44:31 - How Many Clusters? 06:56:56 - K-Means Clustering Algorithm 06:59:25 - What is Euclidean Distance? 07:23:03 - Possible Values 07:29:15 - What is WCSS? 07:42:15 - What is the Elbow Method? 07:48:25 - WCSS Formula 07:52:08 - Dunn’s Index Method 07:57:47 - Silhouette Score 08:08:16 - Priority of Methods 08:16:22 - Hierarchical Clustering 08:18:08 - Proximity 08:40:30 - Linkage 08:51:19 - Types of Clustering 08:56:19 - Data Science Case Study: Stock Prediction 09:43:34 - Data Science Forecasting 10:41:37 - Interview with a Data Scientist: How to Become a Data Scientist FAQs for Data Science Course: ❓ Is this a complete data science course? Yes! This is a data science complete course covering everything from fundamentals to advanced concepts. ❓ Can I learn data science for free? Absolutely! This free data science course free is designed to help you master data science training without any cost. ❓ Is this course suitable for beginners? Yes! This data science full course is perfect for beginners as it starts from the basics and gradually moves to advanced topics. ➡️ About the 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 - (Course 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 ✅ Career Services by Intellipaat ✅ 2 Days Campus Immersion at iHub IIT Roorkee ✅ 24/7 Support ➡️ 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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