Hypothesis Testing | Null Hypothesis | Alternate Hypothesis | Types of Hypothesis Test | Explained

📘 Notes: https://robosathi.com/docs/maths/stat...
This Video Covers, Hypothesis Testing and it's types.

Learning Objectives
✅ Understand the concept of Hypothesis Testing and its purpose
✅ Learn the difference between Null (H₀) and Alternative (H₁) hypotheses
✅ Learn various types of hypothesis tests – mean, median, variance, distribution, correlation, and regression

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🕘 Time Stamp 🕔
00:00:00 - 00:06:50 What is Hypothesis Testing?
00:06:51 - 00:09:02 Null Hypothesis ( Ho)
00:09:03 - 00:12:11 Alternate Hypothesis ( Ha / H1)
00:12:12 - 00:12:28 Types of Hypothesis Testing
00:12:29 - 00:15:22 Test of Mean
00:15:23 - 00:16:25 Test of Medians
00:16:26 - 00:17:15 Test of Variances
00:17:16 - 00:18:03 Test of Distribution
00:18:04 - 00:19:09 Test of Correlation


📘 Part of the Math for AI & ML series by RoboSathi

#ai #ml #hypothesistesting #ttest #ztest #probability #statistics #machineLearning #robosathi