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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[Featured Image] Computer programmers working in a professional environment, focused on their computers displaying code, discuss the use of SciPy for scientific and mathematical computations in Python.

What Is SciPy?

Scientific Python (SciPy) is an open-source data processing library. Explore what SciPy is, what you can use it for, who typically uses SciPy, and more.

March 18, 2025

Article

[Featured Image] A professional is reading through a stack of big data resumes.

How to Write a Big Data Resume (Step-by-Step with Examples)

You can work with big data in various jobs, handling many data sets. Discover more about the skills you need to add to your resume to get a position working with big data.

March 18, 2025

Article

[Featured Image] A web developer works with semi-structured data at their workspace.

What Is Semi-structured Data?

Explore the nuances of semi-structured data, a middle ground between structured and unstructured data.

March 18, 2025

Article

[Featured Image] Computer programmers working in a professional environment, focused on their computers displaying code, discuss the use of SciPy for scientific and mathematical computations in Python.

What Is SciPy?

Scientific Python (SciPy) is an open-source data processing library. Explore what SciPy is, what you can use it for, who typically uses SciPy, and more.

March 18, 2025

Article

[Featured Image] A professional is reading through a stack of big data resumes.

How to Write a Big Data Resume (Step-by-Step with Examples)

You can work with big data in various jobs, handling many data sets. Discover more about the skills you need to add to your resume to get a position working with big data.

March 18, 2025

Article

Discover courses in data analytics

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Data Presentation, Data Storytelling, Data Cleansing, Data Visualization, Data Validation, Rmarkdown, Data Integrity, Interactive Data Visualization, Data Ethics, Dashboard, Ggplot2, Data Quality, Stakeholder Communications, Data Literacy, Data Visualization Software, Data Analysis, SQL, Interviewing Skills, Analytical Skills, Applicant Tracking Systems

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
172K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Data Storytelling, Data Visualization, Extract, Transform, Load, Data Analysis, Statistical Analysis, Big Data, Data Wrangling, Data Processing, Data Mining, Analytics, Data Warehousing, Data Science, Data Cleansing, Data Lakes, Data Collection, Relational Databases, Microsoft Excel

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Course · 1 - 3 Months

Status: Preview

Simplilearn

Skills you'll gain: Extract, Transform, Load, Generative AI, Predictive Modeling, Advanced Analytics, Exploratory Data Analysis, Data Storytelling, Analytics, Data Integration, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Data Analysis, ChatGPT, Forecasting, Descriptive Analytics, Data Synthesis, Data Transformation, Data Quality

Beginner · Course · 1 - 4 Weeks

[Feature Image] An aspiring natural language processing professional researches “What is an N-gram” on their laptop as part of their coursework.

What Is An N-Gram?

Explore N-grams to learn what they are, their benefits, and how you can use them in natural language processing to help computers understand and predict language.

March 18, 2025

Article

[Featured Image] A professional working in their home office with their toddler on their lap has a video conference with a colleague while looking at an exploding pie chart on their computer monitor.

What Is a Pie Chart? Data Visualization in Action

Learn more about pie charts by exploring what this powerful data visualization tool is, common applications, and tips for creating your own pie chart.

March 18, 2025

Article

[Feature Image] Two learners discuss the topic, “What is a Markov decision process,” as they plan how to use it to aid in a project.

What Is a Markov Decision Process?

Learn about the Markov decision process (MDP), a stochastic decision-making process that undergirds reinforcement learning, machine learning, and artificial intelligence.

March 18, 2025

Article

[Featured Image] A business team meets to discuss projected trends in their field through trend analysis data.

What Is Trend Analysis in Business?

Discover what trend analysis means in business, how to track trends, and how this information can be helpful for your company.

March 18, 2025

Article

[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

Article

[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

Article

[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

Article

[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

Article

[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

Article

[Featured Image] A web developer works with semi-structured data at their workspace.

What Is Semi-structured Data?

Explore the nuances of semi-structured data, a middle ground between structured and unstructured data.

March 18, 2025

Article

[Feature Image] An aspiring natural language processing professional researches “What is an N-gram” on their laptop as part of their coursework.

What Is An N-Gram?

Explore N-grams to learn what they are, their benefits, and how you can use them in natural language processing to help computers understand and predict language.

March 18, 2025

Article

[Featured Image] A professional working in their home office with their toddler on their lap has a video conference with a colleague while looking at an exploding pie chart on their computer monitor.

What Is a Pie Chart? Data Visualization in Action

Learn more about pie charts by exploring what this powerful data visualization tool is, common applications, and tips for creating your own pie chart.

March 18, 2025

Article

[Feature Image] Two learners discuss the topic, “What is a Markov decision process,” as they plan how to use it to aid in a project.

What Is a Markov Decision Process?

Learn about the Markov decision process (MDP), a stochastic decision-making process that undergirds reinforcement learning, machine learning, and artificial intelligence.

March 18, 2025

Article

[Featured Image] A business team meets to discuss projected trends in their field through trend analysis data.

What Is Trend Analysis in Business?

Discover what trend analysis means in business, how to track trends, and how this information can be helpful for your company.

March 18, 2025

Article

[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

Article

[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

Article

[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

Article

[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

Article

[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

Article

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)