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INTRODUCTION
CS1.0 Basic Probability
CS1.0 Basic Probability P1
CS1.0 Basic Probability P2
CS1.0 Basic Probability P3
1. Data Analysis
Theory, will discuss in live class
2.Random Variable and Distributions
CS1.2 Discrete RV
CS1.2 Discrete RV
CS1.2 Continuous RV
CS1.2 Continuous Random Variable
CS1.2 Test 1 (RV)
CS1.2 Discrete Distribution
CS1.2 Discrete Distribution
CS1.2 Poisson Distribution
CS1.2 Test 2 (Discrete Dist)
CS1.2 Continuous Distribution
CS1.2 Continuous Distribution
CS1.2 Normal Distrution
CS1.2 Simulation
CS1.2 Test 3 (Cont Dist)
CS1.2 Test 4 (MCQ)
3.Generating functions
CS1.3 Part 1
CS1.3 Part 2
CS1.3 Assignment
CS1.3 Test 1
CS1.3 Test 2 MCQ
4.Joint Distributions
CS1.4 Part 1
CS1.4 Part 2
CS1.4 Part 3
CS1.4 Test
CS1.3&4 Test 2
5.Conditional Expectations
CS1.5 Part 1
CS1.5 Test 1
6.The Central Limit Theorem
CS1.6 Part 1
CS1.6 Part 2
CS1.6 Test
CS1.6 Test 2
7.Random Sampling and sampling distributions
CS1.7 Part 1
CS1.7 Test
8.Estimation and estimators
CS1.8 Part 1
CS1.8 Part 2
CS1.8 Part 3
CS1.8 Test
CS1.8 Test 2
9.Confidence intervals
CS1.9 Part 1
CS1.9 Part 2
CS1.9 Part 3
CS1.9 Test
10.Hypothesis Testing
CS1.10 Part 1
CS1.10 Part 2
CS1.10 Part 3
CS1.10 Part 4
CS1.10 Test
11.Correlation
CS1.11 Part 1
CS1.11 Part 2
CS1.11 Test
12.Linear regression
CS1.12 Part 1
CS1.12 Part 2
CS1.12 Part 3
CS1.12 Part 4
CS1.12 Test
13.Generalised Linear Models
CS1.13 Part 1
CS1.13 Part 2
CS1.13 Part 3
CS1.13 Part 4
CS1.13 Test
14.Bayesian Statistics
CS1.14 Part 1
CS1.14 Part 2
CS1.14 Test
15.Credibility theory
CS1.15 Part 1
CS1.15 Test
16.EBCT
CS1.16 Part 1
CS1.16 Part 2
R classes
Foundation course
1. How to download R and R studio
2. How to start using R Studio
3.how to define variable in R
R_Material_FT
4. Vector
5.Function and Matrix
Assignment: Basic of R
Solution: Basic Assignment of R
Matrix Assignment
6.Loops in R
Function Assignment
Google Drive Link for CS1 Files
7.How to Import a file in R
8.Data Frames
9.Graphical plot
R_Graph
Chapter 1 -Discrete Distribution
CS1B.1 Discrete Distribution
CS1B.1 Part 1
CS1B.1 Part 2
CS1B.1 Part 3
Continuous Distribution
CS1B.1 Continuous Dist
CS1B.1 Part 4
CS1B.1 Part 5
CS1B.1 Test
Chapter 5- CLT
CS1B.5 Assignment
CS1B.5 Part 1
CS1B.5 Cheat Sheet
Chapter 6
CS1B. 6 Assignment
CS1B.6 Part 1
CS1B.6 Part 2 (New 8th Aug24)
Chapter 7 Point Estimation
CS1B.7 Assignment
CS1B.7 Part 1 (28th july 24)
CS1B.7 Part 2 (new 8th Aug24)
CS1B.7 Part 3 (new 8th Aug24)
CS1B.7 Bootstrap
Chapter 8 Confidence Interval
CS1B.8 Assignment (10 Aug 24)
CS1B.8 Part 1(10 Aug24)
CS1B.8 Part 2 (12 Aug 2024)
CS1B.8 Part 3 (new 8th Aug 24)
CS1B.8 Cheat Sheet
Chapter 9 Hypthesis Testing
CS1B.9 Assignment (19 Aug 2024)
CS1B.9 Part 1 (16 Aug 2024)
CS1B.9 Part 2 (20 August 24)
CS1B.9 Part 3 (21 Aug 24)
CS1B.9 Goodness of fit
CS1B.9 Contingency table
CS1B.Permutation Test
Chapter 10
CS1B.10 Assignment (19 Aug24)
CS1B.10 Data Analysis
CS1B.10 Part 2 (19 Aug 24)
Chapter 11
CS1B.11 Linear Regression
CS1B.11 Multiple Regression
CS1B.11 Linear Regression(New)
CS1B.11 Multiple regression (24 AUg)
CS1B.11 PCA
CS1B.11 Assignment
CS1B.11 Solution
CS1B.11 Cheat Sheet Regression
Chapter 12
CS1B.12 GLM-1
CS1B.12 GLM-2
CS1B.12 Assignment
CS1B.12 Solution
CS1.12 Cheat Sheet Multiple & GLM
Chapter 13& 14
CS1B.13 Bayesian Estimation
CS1B.13 Assignment (new question)
CS1B.13 Sol
Chapter 15
Extra
CS1B.15 EBCT
CS1B.15 Cheat Sheet
CS1 B April 2019 Exam
Live Doubt Class tues/thur 7:00 pm and Sat/Sun 8:30am
CS1 Past Year Paper 1 - (Watch first 30 min only)
Cs1 Past year 2
CS1 Past Year 3
CS1 Past Year 4
CS1 Chapter 1 theory
CS1 Past Year Question 24
CS1 Past year question discussion 5
DOs and Don't before exam
MCQ Quiz for IAI students
CS1.Ch11 MCQ Quiz
CS1.Ch13 MCQ QUIZ
Preview - CS1
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