Data 140 · Probability for Data Science
Time 2022-09-15 01:31:43Web Name: Data 140 · Probability for Data Science
WebSite: http://www.prob140.org
ID:315343
Keywords:
middot,Data,Science,forDescription:
Fall 2022 - Ani Adhikari
Week 0 Overview
Getting Started
Prerequisites Course InformationWeek 1
Introduction
Week 1 Study Guide Lab 1: Birthday Attack (Due 9/6 at 11:59PM) Homework 1 (Due 8/29 at 11:59PM)Week 2
Random Variables and Symmetry
Week 2 Study Guide Homework 2 (Due 9/6 at 12 noon)Week 3
Random Counts and Poissonization
Week 3 Study Guide Lab 2: Total Variation (Part A due 9/12 at 11:59PM) Homework 3 (Due 9/12 at 11:59PM) [See Ed for Q4 update!!]Week 4
Expectation
Week 4 Study Guide Lab 2: Total Variation (Part B due 9/19 at 11:59PM) Homework 4 (Due 9/19 at 11:59PM)Week 1 Study Guide Lab 1: Birthday Attack (Due 9/6 at 11:59PM)
Homework 1 (Due 8/29 at 11:59PM)
2 Random variables: distributions, equality, conditioning
Symmetry and collections of events
Week 2 Study Guide Homework 2 (Due 9/6 at 12 noon)
3 Binomial and related counts; a Poisson limit
Quiz 1 on 9/7
Independence and Poissonization
Week 3 Study Guide Lab 2: Total Variation (Part A due 9/12 at 11:59PM)
Homework 3 (Due 9/12 at 11:59PM)
4 Expectation
Expectation and Additivity
Week 4 Study Guide Lab 2: Total Variation (Part B due 9/19 at 11:59PM)
Homework 4 (Due 9/19 at 11:59PM)
5 Expectation by Conditioning
Quiz 2 on 9/21
Long run behavior of Markov Chains
6 Balance
Markov Chain Monte Carlo
7 Midterm on 10/4
SD and tail bounds
8 Covariance and its uses
Central Limit Theorem
9 Probability densities
Transformations
10 Joint Densities
Quiz 3 on 10/26
Independent normal and gamma variables
11 Moment generating functions and Chernoff bound
MLE; Conditioning; MAP Estimates
12 The beta and the binomial
Prediction and Error
13 Variance by Conditioning
Quiz 4 on 11/16
Random vectors; multivariate normal
14 Correlation and simple regression 15 Multiple regression I
Multiple regression II
16 RRR Week 17 Final Exam on 12/13 8:00 AM - 11:00 AM
<<< Thank you for your visit >>>
Websites to related : pi3g - your European partner for
Skip to content Menüproductsservicesbuyzero.de (Shop)picockpitblogcontactaboutwelcome to pi3gyour european partner for raspberry pi & machine lear
NGO Information Sharing and AnalHomeResourcesAboutMembershipContactLog InLog OutMenuHomeResourcesAboutMembershipContactLog InLog OutYour non-profit's source for threat intelligence a
Format C: A Novel by Edwin BlackHomePreview Chapters: Chapter 1Chapter 2Chapter 3TourReviewsBooks by EBEB HomeOrder BooksVolunteerFormat C: is a tense and compelling apocalyptic tech
Mediterranean Ocean Observing SyThe MOOSE NetworkMotivationsObjectivesWork PackagesHydrology and physical processesBiogeochemical cyclesBiodiversityRivers
Jim Hansel | Original Fine Art G"); } else { win._boomrl = function() { bootstrap(); }; if (win.addEventListener) { win.addEventListener("load", win._
Ciberforma - O seu negócio no tServiçosQuem somosBlogContacte-nosSelect Page Benvindo à CiberformaDesenvolvemos estratégias para colocar o seu negócio no topo das pesquisas do
California Apprenticeship Coordi HOMEABOUT APPRENTICESHIPWOMEN IN THE TRADESCAREER COUNSELORSREGIONAL
CHAPTERSLEARNING EXPRESS LIBRARY Frequently Asked Questions
Career Workshe
MenuForumsNew postsSearch forumsWhat's newNew postsLatest activityMembersCurrent visitorsLog inRegisterWhat's newSearchNew postsSearch forumsMenuLog i
Wellness Forum Health Hot YogaSkip to primary contentWellness Forum Health Hot YogaWellness Forum HealthMain menuHomeAboutMeet Our InstructorsSchedule/FeesInfo for New StudentsGuid
Inotch.com is for sale | HugeDomQuestions?+1-303-893-0552HomeFAQsAbout usContact usMy accountMy favoritesShopping cartInotch.comBuy now:$5,795▸ Buy nowProcessingor▸ Start
adsHot Websites