What is Data Analytics-Modern Data Ecosystem and the Role of Data Analytics
Course Introduction
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Modern Data Ecosystem
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Key Players in the Data Ecosystem
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Defining Data Analysis
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Viewpoints: What is Data Analytics?
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Data Analytics vs. Data Analysis
Summary and Highlights
What is Data Analytics-The Data Analyst Role
Responsibilities of a Data Analyst
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Viewpoints: Qualities and Skills to be a Data Analyst
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Generative AI: An essential Skill for today's Data Analysts
A Day in the Life of a Data Analyst
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Viewpoints: Applications of Data Analytics
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Summary and Highlights
The Data Ecosystem-The Data Ecosystem and Languages for Data Professionals
Overview of the Data Analyst Ecosystem
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Types of Data
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Understanding Different Types of File Formats
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Sources of Data
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Languages for Data Professionals
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Summary and Highlights
The Data Ecosystem-Understanding Data Repositories and Big Data Platforms
Overview of Data Repositories
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RDBMS
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NoSQL
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Data Marts, Data Lakes, ETL, and Data Pipelines
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Foundations of Big Data
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Big Data Processing Tools
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Summary and Highlights
Gathering and Wrangling Data-Gathering Data
Identifying Data for Analysis
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Data Sources
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How to Gather and Import Data
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Summary and Highlights
Gathering and Wrangling Data-Wrangling Data
What is Data Wrangling?
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Tools for Data Wrangling
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Data Cleaning
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Viewpoints: Data Preparation and Reliability
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Summary and Highlights
Mining & Visualizing Data and Communicating Results-Analyzing and Mining Data
Overview of Statistical Analysis
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What is Data Mining?
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Tools for Data Mining
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Summary and Highlights
Mining & Visualizing Data and Communicating Results-Communicating Data Analysis Findings
Overview of Communicating and Sharing Data Analysis Findings
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Viewpoints: Storytelling in Data Analysis
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Introduction to Data Visualization
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Introduction to Visualization and Dashboarding Software
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Viewpoints: Visualization Tools
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Summary and Highlights
Career Opportunities and Data Analysis in Action-Opportunities and Learning Paths
Career Opportunities in Data Analysis
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Viewpoints: Get into Data Profession
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Viewpoints: What do Employers look for in a Data Analyst?
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The Many Paths to Data Analysis
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Viewpoints: Career Options for Data Professionals
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Viewpoints: Advice for aspiring Data Analysts
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Viewpoints: Women in Data Professions
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Generative AI for Data Analytics
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Summary and Highlights
Career Opportunities and Data Analysis in Action-Final Assignment: Data Analysis in Action
Using Data Analysis for Detecting Credit Card Fraud
Career Opportunities and Data Analysis in Action-Course Wrap-Up
Congratulations and Next Steps
Course Credits and Acknowledgements