Statistics and Probability Tutorial for Data Science | Intellipaat

🔵 Intellipaat Data Science course: https://intellipaat.com/data-scientist-course-training/ In this Statistics And Probability Tutorial video, you will understand what is, what is a probability, how statistics and probability are important in data science, hypothesis testing, standardization, and normalization, and a lot more. #HypothesisTesting #HypothesisTestingTutorial #WhatIsHypothesisTesting #HypotheisisTestingTutorialForBeginners #HypothesisTesting #StatisticsAndProbability #HypothesisTestingDemo #intellipaat 🔵 Following topics are covered in this session: 00:00:00 - Introduction to Statistics And Probability Tutorial 00:01:20 - Introduction to Statistics 00:01:54 - Statistical Terminology 00:04:48 - Sampling and It's Technique 00:09:27 - Categories of Statistics 00:13:19 - Types of Data 00:17:32 - Describing Data Through Statistics 00:19:13 - The Central Tendencies 00:22:20 - Implementation in R 00:25:42 - Variability and Spread 00:33:41 - Probability 00:35:46 - Probability VS Statistics 00:36:23 - Probability Terminology 00:37:23 - Probability Rules, Categories and Distribution 00:44:46 - Covariance and Correlation 00:50:42 - Correlation Coefficient 00:53:04 - Correlation is not Causation 00:55:41 - Hypothesis Testing 00:56:20 - Types of Hypothesis Testing 00:59:17 - Decision Error 01:03:11 - Decision Rules 01:12:16 - Hypothesis Testing - Example 01:13:58 - Types of Hypothesis Testing 01:23:47 - Types of Re-scaling 🔵 Read the complete Data Science tutorial here: https://intellipaat.com/blog/tutorial/data-science-tutorial/ 🔵 To subscribe to the Intellipaat channel & get regular updates on videos: http://bit.ly/Intellipaat 🔵 Watch Data Science tutorials here:- https://bit.ly/30QlOmv 🔵 Read the insightful blog on what is Data Science: https://intellipaat.com/blog/what-is-data-science/ 🔵 Interested to know about Data Science certifications? Read this blog: https://intellipaat.com/blog/data-science-certification/ ---------------------------- Intellipaat Edge 1. 24*7 Lifetime Access & Support 2. Flexible Class Schedule 3. Job Assistance 4. Mentors with +14 yrs 5. Industry Oriented Courseware 6. Lifetime free Course Upgrade ------------------------------ 🔵 For more information: Please write us at sales@intellipaat.com or call us at +91-7847955955 Website: https://intellipaat.com/python-for-data-science-training/ Facebook: https://www.facebook.com/intellipaatonline Telegram: https://t.me/s/Learn_with_Intellipaat Instagram: https://www.instagram.com/intellipaat LinkedIn: https://www.linkedin.com/company/intellipaat-software-solutions Twitter: https://twitter.com/Intellipaat