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Weekend Data Science May Cohort -2024

Course Instructor: Aravind Reddy Dudipala

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Course Overview

Schedule of Classes

Start Date & End Date

May 11 2024 - Sep 29 2024

Course Curriculum

1 Subject

Weekend Data Science May Cohort -2024

1 Exercises30 Learning Materials

Statistics

23rd May _ Skewness

PDF

Sample Test

Exercise

Whiteboards

11th May 2024 - Introduction To Data Science

PDF

12th May_ Variables Population Sample

PDF

15th May_ Different Types of Data Analysis

PDF

15th May_ Mean Median Mode

PDF

18h May _ Missing Values Variance

PDF

19th May_ Standard Deviation, Normal Distribution

PDF

25th May _ Introduction to Python _ Data Types in Python

PDF

26thMay_Lists and Tuples in Pyhon

PDF

29th_May_Outliers

PDF

23rdMay_Skewness

PDF

2nd_June_ConditionalStatements_Fuctions

PDF

8thJune_Dictionaries and Area Under the curve

PDF

9thJune_Areaunderthecurve

PDF

15th June Probability

PDF

16th June Binomial Distribution

PDF

19th June Poisson Distribution

PDF

23rd June Probability Distributions in Python

PDF

27th July Inferential Statistics

PDF

8th August Hypothesis Testing

PDF

9th August Z-Test

PDF

7th August z-test

PDF

10th August ANOVA

PDF

11th August ANOVA and Chi Square

PDF

24th August Linear Regression

PDF

25th August Linear Regression

PDF

31st August Linear Regression

PDF

8th September F and T Tests in Linear Regression

PDF

11th September Visualizations

PDF

14th September R Square

PDF

Python Live Class Note Books

Mini Projects

Course Instructor

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Aravind Reddy Dudipala

14 Courses   •   108 Students