Data Science Full Course Playlist - Statistics For Data Science: COMPLETE Course For Beginners (2025)| Statistics Tutorial | Intellipaat

Learn Statistics For Data Science: COMPLETE Course For Beginners (2025)| Statistics Tutorial! This full course covers everything you need to start your data science journey. This Statistics for Data Science tutorial by Intellipaat is designed for beginners and covers the most important statistical concepts used in real-world data analysis, machine learning, and AI projects. Whether you're new to data science or want to strengthen your math foundation, this complete course walks you through the core ideas in a simple and practical way. 🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ ✅ What You’ll Learn in This Statistics For Data Science: COMPLETE Course: 00:00:00 - Introduction to Statistics For Data Science 00:01:35 - Intro to Statistics 00:06:28 - Population vs Sample 00:18:23 - Central Tendencies 00:27:23 - Percentile 00:30:46 - Quartiles 00:33:06 - Outliers 00:35:22 - Correlation 00:37:21 - Probability 01:04:55 - Probability Distribution 01:16:28 - Normal Distribution 01:19:42 - Central Limit Theorem 01:21:58 - Hands-on 01:43:16 - Inferential Statistics 01:48:12 - Mean is Sensitive to Outliers 01:53:08 - Outliers Identification 01:55:50 - Standard Normal Distribution 02:02:22 - Probability Density Function 02:22:05 - Descriptive vs Inferential Statistics 02:28:16 - Sample vs Population 02:45:20 - Confidence Interval 03:07:04 - Hypothesis Testing 03:18:07 - What is P-value? 03:25:25 - Steps in Hypothesis Testing 03:27:07 - Type 1 and Type 2 Errors 03:33:22 - T-test and Z-test 03:41:57 - One-tailed vs Two-tailed Test 03:46:15 - Types of T-tests 04:07:31 - F-test 04:12:29 - ANOVA (Analysis of Variance) 04:35:07 - Hands-on: ANOVA & Chi-Square 📌 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 #StatisticsForDataScience #StatisticsTutorial #Intellipaat