Stata_Data_analysis

Data Analytics with STATA

redea-icon-sites-sm
Redea Institute of Data Science
Last Update October 11, 2023
1 already enrolled

About This Course

Welcome to the Data Analysis with STATA course! This comprehensive program is designed to equip you with the skills and knowledge needed to effectively analyze and interpret data using the powerful statistical software, STATA. Whether you are a researcher, data analyst, or student, this course will provide you with practical guidance on leveraging STATA for data analysis and decision-making.

In this course, you will embark on a journey to explore the essential concepts and techniques involved in data analysis using STATA. You will learn how to navigate the STATA software environment, manipulate and prepare data for analysis, perform descriptive analysis, explore relationships between variables, estimate population parameters, conduct hypothesis testing, and present your findings

Learning Objectives

Understand the fundamentals of data analysis and its importance in decision-making.
Familiarize yourself with the STATA software environment and learn essential commands for data manipulation and analysis.
Gain proficiency in data preparation techniques, including data cleaning, handling missing values, and data transformation.
Learn how to perform descriptive analysis to summarize and visualize data effectively.
Explore methods for exploring relationships between variables and conducting correlation analysis.
Develop skills in estimating population parameters using statistical techniques.
Gain an understanding of hypothesis testing and learn how to interpret and draw conclusions from statistical tests.
Apply the knowledge and skills acquired throughout the course to a final project, demonstrating your ability to analyze and present data using STATA.

Material Includes

  • Course Videos
  • 24/7 Mentor
  • Live sessions
  • Datasets
  • Do files

Requirements

  • Access to Stable Internet
  • A personal Computer for Practice
  • STATA program installed (no worries if you do not have the program, our team will help you regarding obtaining and installing STATA).
  • Time Commitment
  • Passion to learn as fast as possible

Curriculum

73 Lessons

Module 1 – Introduction to Data Analysis

What is Data Analysis?1:17
How a Population differs from a Sample2:00
What is Data?1:23
Data, Information and Knowledge2:46
Shapes of Data2:21
Sources of Data1:37
Data, Cases and Variables1:26
Understanding Variables3:45
Introduction to Data Quality3:21

Module 2 – Introduction to STATA

Module 3 – Data Preparation for Analysis

Handling Data Quality Issues

Data Manipulation with STATA

Module 4 – Descriptive Analysis

Module 5 – Exploring Relationships

Module 6 – Estimating Population Parameters

Module 7 – Hypothesis Testing

Final Project

Your Instructors

Redea Institute of Data Science

Data & AI Institute

5.0/5
9 Courses
3 Reviews
9 Students

At the Redea Institute of Data Science, our aim is to help create a world where decisions rely on data. We do this by training and guiding future leaders and creative minds. They learn how to use data and AI to make better decisions, promoting sustainable development.

See more

Write a review

Want to receive push notifications for all major on-site activities?