Data Analytics

Data analytics is the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision making. Learn more about data analytics and career opportunities with these resources.

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[Feature Image] A sports statistician reviews sports analytics and data visualizations before making a presentation about team performance.

What Is a Sports Statistician? And How to Become One

Learn about the growing field of sports analytics as you explore the career of a sports statistician helping players and sports organizations grow.

March 18, 2025

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[Feature Image] A learner works with synthetic data sets on their laptop as part of their coursework.

Synthetic Data Sets: Data Generation for Machine Learning

Synthetic data makes data more accessible and provides the training materials you need to create machine learning algorithms. Explore why synthetic data sets are important and synthetic data use cases like medical research and autonomous vehicles.

March 18, 2025

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[Featured Image] Two data visualization analysts review charts and graphs on a computer screen in an open workspace.

The Role of a Data Visualization Analyst

Discover what a data visualization analyst is, the education and required skills needed to progress in the field, and potential career growth opportunities.

March 18, 2025

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[Feature Image] A sports statistician reviews sports analytics and data visualizations before making a presentation about team performance.

What Is a Sports Statistician? And How to Become One

Learn about the growing field of sports analytics as you explore the career of a sports statistician helping players and sports organizations grow.

March 18, 2025

文章

[Feature Image] A learner works with synthetic data sets on their laptop as part of their coursework.

Synthetic Data Sets: Data Generation for Machine Learning

Synthetic data makes data more accessible and provides the training materials you need to create machine learning algorithms. Explore why synthetic data sets are important and synthetic data use cases like medical research and autonomous vehicles.

March 18, 2025

文章

Discover courses in data analytics

状态：免费试用

IBM

您将获得的技能: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Science, Data Warehousing, Data Visualization, Data Cleansing, Apache Spark, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel

4.8
评分, 4.8 星，最高 5 星
2万 条评论

初级 · 课程 · 1-3 个月

状态：免费试用
状态：人工智能技能

Google

您将获得的技能: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, LinkedIn, Dashboard, Data Processing, Interviewing Skills, Professional Development

攻读学位

4.8
评分, 4.8 星，最高 5 星
18万 条评论

初级 · 专业证书 · 3-6 个月

状态：免费试用

IBM

您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Data Import/Export, Predictive Modeling, Regression Analysis, Statistical Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Matplotlib, Feature Engineering, Data Visualization, Data Pipelines, NumPy, Python Programming

4.7
评分, 4.7 星，最高 5 星
1.9万 条评论

中级 · 课程 · 1-3 个月

[Featured Image] Two professionals use data visualization examples to explain their newest operational strategies.

Data Visualization Examples: Tools and Real-life Applications

Data visualization, or using data in a visual form like a chart or infographic, can help you communicate ideas quickly and draw new insights from data. Explore real-world data visualization examples.

March 18, 2025

文章

[Featured Image] A professional researches the average data visualization salary on a laptop while in their kitchen as they plan a potential career change.

Data Visualization Salary

A data visualization specialist transforms data into compelling visual stories. Explore the average data visualization salary and how factors like education, experience, and location affect how much you can earn.

March 18, 2025

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[Featured Image] A person on their laptop at home is creating their resume for work using Excel.

How to Write an Excel Resume (Step by Step with Examples)

You can use Excel to analyze, filter, sort, and visualize data for a variety of jobs in different fields. Learn how you can highlight your Excel skills on your resume to help you get a job.

March 18, 2025

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[Featured Image] A person seated at their laptop is pondering the data visualization graphs formed by statistical analysis software.

What Is Statistical Analysis Software?

Using statistical analysis software can help you produce accurate data organization, analysis, and visualization with little error. Explore the types of statistical analysis software available.

March 18, 2025

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[Featured Image] A person points with their index finger to a cell in a spreadsheet on a computer monitor.

Using Spreadsheet Formulas: 5 Jobs That Require This Skill

Spreadsheet functions add mathematical calculations and functionality to programs like Excel and Sheets. Discover how spreadsheet formulas can make it easier to engage with your data and how five professionals use spreadsheets in their roles.

March 18, 2025

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[Featured image] Two data analysts collaborate in an office and use the Snowflake data cloud storage to store their data.

Snowflake Data Cloud: Features, Uses, Benefits, and How to Get Started

Discover the features, uses, architecture, and benefits of the Snowflake data cloud. Learn how to set up a Snowflake account and how to use it when working with data.

March 18, 2025

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[Featured image] CEO discussing performance metrics with their team in an office.

What Are Performance Metrics?

Explore performance metrics and how they help drive organizational success. Discover different types and uses, who uses them, how they benefit your business, and where you can learn more.

March 17, 2025

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[Featured image] Two young computer programmers in an office discussing Matlab vs R programming options.

MATLAB vs. R: What's the Difference?

Learn about the differences between MATLAB and R, pieces of data analysis software that contain their own low-level programming languages to help you solve statistical and data science problems.

March 17, 2025

文章

[Featured Image] A person in their home office taking a Matlab tutorial on his laptop.

MATLAB Tutorials: Critical Tools for Beginners and Advanced Users

To start learning how to use the powerful numerical and graphical computing tools that MATLAB offers, check out MATLAB tutorials. Explore your options through MATLAB Onramp and other advanced programs.

March 17, 2025

文章

[Featured Image] Two data visualization analysts review charts and graphs on a computer screen in an open workspace.

The Role of a Data Visualization Analyst

Discover what a data visualization analyst is, the education and required skills needed to progress in the field, and potential career growth opportunities.

March 18, 2025

文章

[Featured Image] Two professionals use data visualization examples to explain their newest operational strategies.

Data Visualization Examples: Tools and Real-life Applications

Data visualization, or using data in a visual form like a chart or infographic, can help you communicate ideas quickly and draw new insights from data. Explore real-world data visualization examples.

March 18, 2025

文章

[Featured Image] A professional researches the average data visualization salary on a laptop while in their kitchen as they plan a potential career change.

Data Visualization Salary

A data visualization specialist transforms data into compelling visual stories. Explore the average data visualization salary and how factors like education, experience, and location affect how much you can earn.

March 18, 2025

文章

[Featured Image] A person on their laptop at home is creating their resume for work using Excel.

How to Write an Excel Resume (Step by Step with Examples)

You can use Excel to analyze, filter, sort, and visualize data for a variety of jobs in different fields. Learn how you can highlight your Excel skills on your resume to help you get a job.

March 18, 2025

文章

[Featured Image] A person seated at their laptop is pondering the data visualization graphs formed by statistical analysis software.

What Is Statistical Analysis Software?

Using statistical analysis software can help you produce accurate data organization, analysis, and visualization with little error. Explore the types of statistical analysis software available.

March 18, 2025

文章

[Featured Image] A person points with their index finger to a cell in a spreadsheet on a computer monitor.

Using Spreadsheet Formulas: 5 Jobs That Require This Skill

Spreadsheet functions add mathematical calculations and functionality to programs like Excel and Sheets. Discover how spreadsheet formulas can make it easier to engage with your data and how five professionals use spreadsheets in their roles.

March 18, 2025

文章

[Featured image] Two data analysts collaborate in an office and use the Snowflake data cloud storage to store their data.

Snowflake Data Cloud: Features, Uses, Benefits, and How to Get Started

Discover the features, uses, architecture, and benefits of the Snowflake data cloud. Learn how to set up a Snowflake account and how to use it when working with data.

March 18, 2025

文章

[Featured image] CEO discussing performance metrics with their team in an office.

What Are Performance Metrics?

Explore performance metrics and how they help drive organizational success. Discover different types and uses, who uses them, how they benefit your business, and where you can learn more.

March 17, 2025

文章

[Featured image] Two young computer programmers in an office discussing Matlab vs R programming options.

MATLAB vs. R: What's the Difference?

Learn about the differences between MATLAB and R, pieces of data analysis software that contain their own low-level programming languages to help you solve statistical and data science problems.

March 17, 2025

文章

[Featured Image] A person in their home office taking a Matlab tutorial on his laptop.

MATLAB Tutorials: Critical Tools for Beginners and Advanced Users

To start learning how to use the powerful numerical and graphical computing tools that MATLAB offers, check out MATLAB tutorials. Explore your options through MATLAB Onramp and other advanced programs.

March 17, 2025

文章

In today's data-driven world, professionals skilled in data analytics are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within data analytics to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of data analytics, Python, and business analytics courses for beginners and experienced professionals.

Frequently Asked Questions (FAQ)