Curiasity | Handling Large Scale Unit Level Data Course

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Handling Large Scale Unit Level Data Course

Programming

By - Gayathri Perumal
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Course Description

The Handling Large Scale Unit Level Data Course is designed to help learners efficiently manage, process, analyze, and interpret large-scale datasets containing detailed unit-level records. The course introduces practical techniques for working with high-volume data using modern data-processing tools and programming approaches

Course Outcomes

Understand the structure and challenges of large-scale unit-level datasets.
Import, organize, clean, and preprocess large datasets efficiently.
Identify and handle missing values, duplicates, inconsistencies, and outliers.
Perform data filtering, transformation, merging, grouping, and aggregation.
Use Python and Pandas for practical data manipulation and analysis.

Course Curriculum

1 chapters
41 lectures
0 quizzes
N/A total length

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1 Lecture 34 Binary Response Model III

42.53 Min

2 https://youtu.be/sEBDd85YyPY?si=icA65ORokOEoJptG

46.39 Min

3 Lecture 36 Introduction to Panel Data

31.27 Min

4 Lecture 37 Panel Data Models

32.53 Min

5 Lecture 38 Pooled Cross sectional Data

24.36 Min

6 Lecture 39 Construction of Panel Data

41.53 Min

7 Lecture 40 Analysis of Panel Data in Stata

34.11 Min

8 Handling Large Scale Unit Level Data Using STATA

2.5 Min

9 Lecture 01 Introduction to Data

33.19 Min

10 Lecture 02 Introduction to Unit Level Data

32.24 Min

11 Lecture 03 Understanding Unit Level Data NSSO

31.32 Min

12 Lecture 04 Understanding Unit Level Data IHDS

32.28 Min

13 Lecture 05 Understanding Unit Level Data NFHS

35.01 Min

14 Lecture 06 Review of Sample Techniques I

35.25 Min

15 Lecture 07 Review of Sample Techniques II

32.36 Min

16 Lecture 08 Sample Size

33.47 Min

17 Lecture 09 Sample Size Determination I

34.59 Min

18 Lecture 10 Sample Size Determination II

38.33 Min

19 Lecture 11 Introduction to Stata

40.32 Min

20 Lecture 12 Exploring Data in Stata

41.58 Min

21 Lecture 13 Managing Data in Stata I

57.4 Min

22 Lecture 14 Managing Data in Stata II

37.48 Min

23 Lecture 15 Managing Data in Stata III

34.55 Min

24 Lecture 16 Questionnaire Design

39.21 Min

25 Lecture 17 Tabulation and Creation of New Variables in Stata I

36.25 Min

26 Lecture 18 Tabulation and Creation of New Variables in Stata II

50.2 Min

27 Lecture 19 Tabulation and Creation of New Variables in Stata III

37.4 Min

28 Lecture 20 Variable and Value Labels

28.07 Min

29 Lecture 21 Extraction in Stata I

22.14 Min

30 Lecture 22 Extraction in Stata II

42.14 Min

31 Lecture 23 Combining Datasets in Stata I

38.05 Min

32 Lecture 24 Combining Datasets in Stata II

44.38 Min

33 Lecture 25 Review of Commands

30.42 Min

34 Lecture 26 Factor Analysis with Stata I

39.04 Min

35 Lecture 27 Factor Analysis with Stata II

43.54 Min

36 Lecture 28 Linear Regression Analysis in Stata I

45.14 Min

37 Lecture 29 Linear Regression Analysis in Stata II

40.19 Min

38 Lecture 30 Linear Regression Analysis in Stata III

58.49 Min

39 Lecture 31 Introduction to Qualitative Variables

33.12 Min

40 Lecture 32 Binary Response Model I

32.55 Min

41 Lecture 33 Binary Response Model II

31 Min

Instructor

Gayathri Perumal

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304 Courses

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Duration N/A
Lectures 41 lessons
Enrolled 0 students
Category: Programming
0 Quizzes
Language: English
Skill Level Beginner
Certificate of Completion
Full lifetime access

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Handling Large Scale Unit Level Data Course

Course Description

Course Outcomes

Course Curriculum

Handling Large Scale Unit Level Data Course 41 Lectures 24 Hours 43 Min

Instructor

Gayathri Perumal

Course Full Rating

0

Student Feedback

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