CampusX Data Science Mentorship Program 2022-23 - Session 45 - Hypothesis Testing Part 1 | DSMP 2023

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Session 45 Notebook PDF : https://drive.google.com/file/d/1J6TWERqWu1-98n2b8uBKdU8j0aCVgyuN/view?usp=share_link -------------------------------------------------------------------------------------------------------------------------------------------------------------- Viz tools: https://campusx-official-confidence-interval-viz-app-kwg6wq.streamlit.app/ https://campusx-official-z-distribution-conf-confidence-interval-bx6u60.streamlit.app/ https://campusx-official-normal-distribution-vs-t-distributi-app-28si1q.streamlit.app/ t-table - https://www.sjsu.edu/faculty/gerstman/StatPrimer/t-table.pdf ------------------------------------------------------------------------------------------------------------------------------------------------------- Enroll in this Programme from our Website - https://learnwith.campusx.in/ Course Website Link - https://campusx1040.graphy.com/s/preview/courses/CampusX-Data-Science-Mentorship-Program#6376dbd8e4b065a4cadac4db YouTube Playlist - https://www.youtube.com/playlist?list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z ------------------------------------------------------------------------------------------------------------------------------------------------------- ----------------------- | **Chapters** | ----------------------- 00:00:00 - Session start 00:03:34 - Agenda 00:05:27 - Key idea of Hypothesis testing? 00:13:40 - Null & Alternate Hypothesis 00:21:24 - Important points of Null & Alternate Hypothesis 00:25:41 - Steps involved in Hypothesis Testing 00:34:48 - Performing a Z-test Example 1 00:46:56 - Performing a Z-test Example 2 01:01:00 - Rejection Region Approach & Significance level 01:12:34 - Type 1 vs. Type 2 Error 01:24:16 - One tailed vs. two tailed test 01:39:35 - Applications of Hypothesis Testing 01:45:44 - Hypothesis Testing in Machine Learning 01:51:43 - Session end #datanalytics #Stats #statistics #hypothesistesting #descriptivestatistics #campusx #dsmp2023 #inferentialstatistics