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] Two colleagues confer about their process mapping system and work together to use it to identify areas for the company to improve.

The Benefits of Process Mapping

Discover how process mapping can help you explore new opportunities, create better communication, and identify areas where you can improve or create more efficient systems. Learn how to start process mapping for yourself.

October 10, 2024

Article

[Featured Image] A data analyst studies graphs and data on his computer screen using exploratory data analysis.

What Is Exploratory Data Analysis?

Exploratory data analysis is a key step in the data analysis process. Explore how you can use this method, which variations suit different analyses, and which careers utilize this technique.

October 9, 2024

Article

[Featured Image] A man interested in programming learns the R language on his laptop at home.

What Is R Language?

Learn about programming with R, including tips to learn this programming language and how it may benefit you.

October 7, 2024

Article

[Featured Image] Two colleagues confer about their process mapping system and work together to use it to identify areas for the company to improve.

The Benefits of Process Mapping

Discover how process mapping can help you explore new opportunities, create better communication, and identify areas where you can improve or create more efficient systems. Learn how to start process mapping for yourself.

October 10, 2024

Article

[Featured Image] A data analyst studies graphs and data on his computer screen using exploratory data analysis.

What Is Exploratory Data Analysis?

Exploratory data analysis is a key step in the data analysis process. Explore how you can use this method, which variations suit different analyses, and which careers utilize this technique.

October 9, 2024

Article

Discover courses in data analytics

Status: Free Trial

IBM

Skills you'll gain: Data Storytelling, Big Data, Data Analysis, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Apache Hive, Data Mart, Data Warehousing, Data Transformation, Apache Spark, Data Science, Analytics, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel

4.8
Rating, 4.8 out of 5 stars
20K reviews

Beginner · Course · 1 - 3 Months

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
177K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: Preview

EDUCBA

Skills you'll gain: NumPy, Pandas (Python Package), Model Evaluation, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Data Manipulation, Matplotlib, Business Analytics, Exploratory Data Analysis, Data Visualization Software, Python Programming, Descriptive Statistics, Linear Algebra

Beginner · Course · 1 - 3 Months

[Featured Image] A confident businessperson in a tan suit and white button-down shirt accesses BI software on their tablet to help find data-driven solutions to overcome a business challenge.

7 BI Software Programs to Enhance Your Business

Business intelligence software presents business data in a user-friendly way to develop ideas and policies. Explore seven types of bi software: Tableau, Oracle BI, Sisense, Microsoft Power BI, SAP BusinessObjects, Zoho Analytics, and QlikView.

October 4, 2024

Article

[Featured Image] A person in a yellow shirt gives a business presentation, including data reporting, with a projection screen with graphs behind them.

What Is Data Reporting? Tools and Techniques Explained

Data reporting turns raw data into clear, useful information for decision-makers. This guide explains its benefits, types of reports, how it differs from data analysis, and the steps to create effective data reports that support business growth.

October 3, 2024

Article

[Featured Image] A smiling data scientist analyzes data featuring outliers at their desk and has graphs displayed on their computer monitors.

What Are Outliers in Data Sciences?

Outliers are data points that lie an abnormal amount outside of the rest of the values in a certain data set. Discover how, as a statistician or data analyst, you might use several methods to help determine whether a certain value is an outlier.

October 2, 2024

Article

[Featured Image] Four colleagues look at a large screen while sitting at a conference table and discuss data developed with the help of BigQuery.

What Is BigQuery?

Understanding Google's BigQuery can be very helpful when you’re interested in data warehousing for an enterprise. Learn more with this basic overview of the useful tool for storing and querying data.

October 1, 2024

Article

[Featured Image] In a dark room, one man explains ETL to another while they examine a data visualization.

What Is ETL and How Does It Work?

ETL is an abbreviation for extract, transform, and load. This data retrieval and delivery process is essential to business insights and decision-making. Discover more about what ETL is and its power below.

October 1, 2024

Article

[Featured Image] A businessman stands in the Toyko Stock Exchange and looks at many displays of stocks, which are analyzed using descriptive statistics.

What Are Descriptive Statistics? Definition, Tools, and Jobs

When you start working with data, being able to characterize your data set accurately sets up your next data analysis steps for success. Explore how descriptive statistics summarizes, organizes, and visualizes data in a user-friendly way.

September 30, 2024

Article

[Featured Image] A man writes on a whiteboard in a room filled with professionals attending a course to learn SQL.

Why and How to Learn SQL

Discover why and how you should learn SQL, including what SQL is, how it interacts with data, and how it is different from other common programming languages. Follow the steps outlined to begin your journey as a professional who uses SQL.

September 27, 2024

Article

[Featured Image] A data analytics professional explains predictive analysis to help guide the company's marketing strategies.

Predictive Analysis: Why It Matters

Predictive analysis describes a category of data analytics that helps you predict how likely specific outcomes are to happen in the future. Discover the benefits of predictive analytics and how to begin a career in the field.

September 27, 2024

Article

[Featured Image]: A person learns from a Python boot camp, where they learns how to code the programming language.

The Best Python Boot Camps for 2026

Explore Python boot camp options in 2026, including the features of each and how they stack up against traditional learning options.

September 27, 2024

Article

[Featured Image] A man interested in programming learns the R language on his laptop at home.

What Is R Language?

Learn about programming with R, including tips to learn this programming language and how it may benefit you.

October 7, 2024

Article

[Featured Image] A confident businessperson in a tan suit and white button-down shirt accesses BI software on their tablet to help find data-driven solutions to overcome a business challenge.

7 BI Software Programs to Enhance Your Business

Business intelligence software presents business data in a user-friendly way to develop ideas and policies. Explore seven types of bi software: Tableau, Oracle BI, Sisense, Microsoft Power BI, SAP BusinessObjects, Zoho Analytics, and QlikView.

October 4, 2024

Article

[Featured Image] A person in a yellow shirt gives a business presentation, including data reporting, with a projection screen with graphs behind them.

What Is Data Reporting? Tools and Techniques Explained

Data reporting turns raw data into clear, useful information for decision-makers. This guide explains its benefits, types of reports, how it differs from data analysis, and the steps to create effective data reports that support business growth.

October 3, 2024

Article

[Featured Image] A smiling data scientist analyzes data featuring outliers at their desk and has graphs displayed on their computer monitors.

What Are Outliers in Data Sciences?

Outliers are data points that lie an abnormal amount outside of the rest of the values in a certain data set. Discover how, as a statistician or data analyst, you might use several methods to help determine whether a certain value is an outlier.

October 2, 2024

Article

[Featured Image] Four colleagues look at a large screen while sitting at a conference table and discuss data developed with the help of BigQuery.

What Is BigQuery?

Understanding Google's BigQuery can be very helpful when you’re interested in data warehousing for an enterprise. Learn more with this basic overview of the useful tool for storing and querying data.

October 1, 2024

Article

[Featured Image] In a dark room, one man explains ETL to another while they examine a data visualization.

What Is ETL and How Does It Work?

ETL is an abbreviation for extract, transform, and load. This data retrieval and delivery process is essential to business insights and decision-making. Discover more about what ETL is and its power below.

October 1, 2024

Article

[Featured Image] A businessman stands in the Toyko Stock Exchange and looks at many displays of stocks, which are analyzed using descriptive statistics.

What Are Descriptive Statistics? Definition, Tools, and Jobs

When you start working with data, being able to characterize your data set accurately sets up your next data analysis steps for success. Explore how descriptive statistics summarizes, organizes, and visualizes data in a user-friendly way.

September 30, 2024

Article

[Featured Image] A man writes on a whiteboard in a room filled with professionals attending a course to learn SQL.

Why and How to Learn SQL

Discover why and how you should learn SQL, including what SQL is, how it interacts with data, and how it is different from other common programming languages. Follow the steps outlined to begin your journey as a professional who uses SQL.

September 27, 2024

Article

[Featured Image] A data analytics professional explains predictive analysis to help guide the company's marketing strategies.

Predictive Analysis: Why It Matters

Predictive analysis describes a category of data analytics that helps you predict how likely specific outcomes are to happen in the future. Discover the benefits of predictive analytics and how to begin a career in the field.

September 27, 2024

Article

[Featured Image]: A person learns from a Python boot camp, where they learns how to code the programming language.

The Best Python Boot Camps for 2026

Explore Python boot camp options in 2026, including the features of each and how they stack up against traditional learning options.

September 27, 2024

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)