Fundamentals of Data Analysis
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Fundamentals of Data Analysis at Coursera Overview
Duration | 18 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Fundamentals of Data Analysis at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 1 of 4 in the Key Technologies in Data Analytics Specialization
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Beginner Level Basic computer knowledge
- Approx. 18 hours to complete
- English Subtitles: English
Fundamentals of Data Analysis at Coursera Course details
- This course is the first of a series that aims to prepare you for a role working in data analytics. In this course, you?ll be introduced to many of the primary types of data analytics and core concepts. You?ll learn about the tools and skills required to conduct data analysis. We?ll go through some of the foundational math and statistics used in data analysis and workflows for conducting efficient and effective data analytics. This course covers a wide variety of topics that are critical for working in data analytics and are designed to give you an introduction and overview as you begin to build relevant knowledge and skills.
Fundamentals of Data Analysis at Coursera Curriculum
Types of Data Analysis
Course Introduction and Objectives
Module Introduction and Objectives
Introduction to Descriptive Analytics
Descriptive Analytics in Your Reading
Introduction to Predictive Analytics
Predictive Analytics in Your Reading
Introduction to Diagnostic Analytics
Diagnostic Analytics in Your Reading
Introduction to Exploratory Analytics
Exploratory Analytics in Your Reading
Introduction to Advanced Data Analytics
Advanced Data Analytics in Your Reading
Hands-on Demonstration: Explore the Data!
Module 1 Summary
Fundamentals of Descriptive Analytics
A Predictive Analytics Primer
Diagnostic Analytics: I'm On the Case!
What is Exploratory Data Analysis
What is Advanced Analytics?
Hands-on Exercise: Explore the Data!
Descriptive Analytics
Predictive Analytics
Diagnostic Analytics
Exploratory Analytics
Advanced Data Analytics
Module 1 Graded Quiz
The Phases of Data Analysis
Module Introduction and Objectives
Introduction to Data Requirements Gathering
Data Requirements Gathering in Your Reading
Introduction to Data Collection
Data Collection in Your Reading
Introduction to Data Cleaning
Data Cleaning in Your Reading
Introduction to Data Analysis
Data Analysis in Your Reading
Introduction to Data Interpretation
Data Interpretation in Your Reading
Introduction to Data Visualization
Data Visualization in Your Reading
Hands-on Demonstration: Visualize the Data!
Module 2 Summary
Data Requirements Analysis
11 Data Collection Techniques for Savvy Researchers
The Ultimate Guide to Data Cleaning
Market Research 101: Data Analysis
What is Data Interpretation
5 Best Practices for Data Visualization
Hands-on Exercise: Visualize the Data!
Data Requirement Gathering
Data Collection
Data Cleaning
Data Analysis
Data Interpretation
Data Visualizations
Module 2 Graded Quiz
Data Analytics Tools and Skills
Module Introduction
Introduction to Data Analytics Tools
Data Analytics Tools in Your Reading
Introduction to SQL Basics
SQL Basics in Your Reading
Introduction to Data Analytics Programming Fundamentals
Data Analytics Programming Fundamentals in Your Reading
Hands-on Demonstration: Conduct Ad-hoc Analysis
Module 3 Summary
A Brief History of Database Management
SQL Wikipedia
The Python Tutorial
Hands-on Exercise: Conduct Ad-hoc Analysis
Data Analytics Tools
Query Basics
Data Analytics Programming Fundamentals
Module 3 Graded Quiz
Module Introduction and Objectives
Introduction to Data Analytics Foundational Math
Data Analytics Foundational Math in Your Reading
Introduction to Advanced Data Analytics Algorithms
Advanced Data Analytics Algorithms in Your Reading
Module 4 Summary
How to Learn Math for Data Science
10 Things Statistics Taught Us About Big Data Analysis
Foundational Math and Stats for Data Analytics
Advanced Data Analytics Algorithms
Module 4 Graded Quiz
Data Analytics Methodologies and Workflows
Module Introduction and Objectives
Introduction to Data Analytics Methodologies
Data Analytics Methodologies in Your Reading
Introduction to Data Analytics Workflows
Data Analytics Workflows in Your Reading
Module 5 Summary
Why We Need a Methodology for Data Science
The Data Science Workflow
Data Analytics Methodologies
Data Analytics Workflows
Module 5 Graded Quiz
Fundamentals of Data Analysis at Coursera Admission Process
Important Dates
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