Advanced Data Analysis and Statistics | PUNE | M0100524
FREE
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Course Overview
Schedule of Classes
Start Date & End Date
Aug 18 2025 - Aug 29 2025
Total Classes
23 Classes
Course Curriculum
1 Subject
Advanced Data Analysis and Statistics | PUNE | M0100524
11 Exercises • 41 Learning Materials
Advanced Statistics
28 Jul - Introduction to Probability
29 Jul - Axioms Conditional Probability Independent Events
30 Jul - Association_Categorical_variables
31 Jul - Probability Distribution - Bernaulli and Binomial
1 Aug - Binomial Distribution - PMF and CDF
04 Aug - Multinomial and Poisson Distribution
05 Aug - Shape of Poisson Distribution and Uniform Distribution
06 Aug - Normal Distribution
28th July Introduction to Probability
29th July Axioms Conditional Probability Independent Events
30th July Association_Categorical_variables
31st July Data distributions - Bernoulli and Binomial
1st August Binomial Distribution - PMF, PDF and CDF
4th August Multinomial and Poisson Distribution
5th August Poisson Distribution PMF and Introduction to Uniform Distribution
6th August Normal Distribution
08 Aug -
8th August
11 Aug - Log and Boxcox Transformation
12 Aug - Scaling and Introduction to Inferential Stattistics
13 Aug - Inferential Statistics - Central Limit Theorem
11th aug
12th aug
13th Aug
18 Aug - Confidence Interval
19 Aug - Inferential Statistics-Confidence Level
20 Aug - Hypothesis Testing Procedure
21 Aug - Nature of test and Type I Type II Error
22 Aug -Statistical Tests - Z test and T test
25 Aug - Word Problems on Hypothesis Testing
26 Aug - chi Square and Anova Tests
18 Aug - Confidence Interval
19 Aug - Inferential Statistics-Confidence Level
20 Aug - Hypothesis Testing Procedure
21 Aug - Nature of test and Type I Type II Error
22 Aug -Statistical Tests - Z test and T test
25 Aug - Word Problems on Hypothesis Testing
26 Aug - chi Square and Anova Tests
28 Aug - Advanced_Statistical_Testing
28 Aug - Advanced Statistical Testing
29 Aug - Assignment Solving_Revision
Quizzes
Probability
Descriptive Statistics
Inferential Stats
Assignments
Association between Categorical Variables
Discrete Probability Distributions
Continuous Probability Distributions
Transformation & Scaling
Estimation
Sampling Distribution
Hypothesis Testing - 1
Hypothesis Testing - 2
Course Instructor
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Innomatics Research Labs
508 Courses • 23323 Students
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