CampusX Data Science Mentorship Program 2022-23 - Session 40 - Probability Distribution Functions - PDF, PMF & CDF | DSMP 2023

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365.3 hours of video
Certificate of completion
Access on mobile and TV

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Education Engineering Campus Placement Skills Machine Learning Software Web Development Profile Building

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Session 40 - Probability Distribution Functions - PDF, PMF & CDF | DSMP 2023------------------------------------------------------------------------------------------------------------------------------------------------------- Code - https://colab.research.google.com/drive/1N_T0_w5vpT1k1Z4pSf4IMhAxYT1nRKLU?usp=sharing Session-38 Notebook: https://drive.google.com/file/d/1da0Wj1KyUxLtGVnFcPTpgWvKQsWjZly-/view?usp=share_link Session-39 Notebook: https://drive.google.com/file/d/1edN9LSbMP3lPh4YMem4n9K0Y6lSeFaP1/view?usp=share_link Session-40 Notebook: https://drive.google.com/file/d/1FQ65CTmMLK-PYZ6NT9txGcGmJHobtNYl/view?usp=share_link ------------------------------------------------------------------------------------------------------------------------------------------------------- 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 3:54 Plan of the session 4:37 Random Variables 8:18 Types of random Variables 10:50 Probability Distributions 17:24 Probability Distribution Functions 23:24 Types of Probability Distribution Function 33:06 Doubts 34:22 Probability Distribution Functions cont.. 39:02 Probability Mass Function (PMF) 50:43 Doubt 52:02 Cumulative Distribution Function(CDF) of PMF 59:59 Doubt 1:01:13 Probability Density Function (PDF) 1:14:16 Doubt 11:18:22 Density Estimation 1:23:00 Parametric Density Estimation 1:36:16 Doubt 1:37:27 Non-Parametric Density Estimation (KDE) 1:40:40 Kernel Density Estimate(KDE) 1:56:07 Doubts 1:57:28 Cumulative Distribution Function(CDF) of PDF. 2:04:48 Doubt End session #datanalytics #Stats #statistics #SQL #descriptivestatistics #campusx #dsmp2023