Data

Data is everywhere, and exciting career opportunities can be found in almost every industry. Discover the possibilities in data science, data analytics, research, and more with these informative guides.

Coursera logo C cutout
[Featured Image] Professionals on a prompt engineering career path first-line test AI interactions on a project.

Prompt Engineering Career Path: Pioneering the Future of AI Interaction

Prompt engineering is an exciting career path involving the practical use of advanced generative artificial intelligence technology. Learn more about the possibilities to see if prompt engineering is the right path for you.

August 13, 2025

文章

[Featured image] A project team uses ggplot2 to create visualizations.

What Is ggplot2?

When creating data visualizations, the “ggplot2” package in R allows you to customize your data set, variables, color scheme, graph type, aesthetic layout, and more.

August 12, 2025

文章

[Video thumbnail] AI Chatbots Decoded

Understanding Chatbots: Types, Uses & Future of AI Communication [VIDEO]

Curious about the technology behind those helpful chat windows? Dive into the world of chatbots and discover how they're transforming business communication!

August 11, 2025

文章

[Featured Image] Professionals on a prompt engineering career path first-line test AI interactions on a project.

Prompt Engineering Career Path: Pioneering the Future of AI Interaction

Prompt engineering is an exciting career path involving the practical use of advanced generative artificial intelligence technology. Learn more about the possibilities to see if prompt engineering is the right path for you.

August 13, 2025

文章

[Featured image] A project team uses ggplot2 to create visualizations.

What Is ggplot2?

When creating data visualizations, the “ggplot2” package in R allows you to customize your data set, variables, color scheme, graph type, aesthetic layout, and more.

August 12, 2025

文章

Top data courses

状态：免费试用

IBM

您将获得的技能: Statistical Visualization, Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Mart, Data Science, Data Warehousing, Data Visualization, Analytics, 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, LinkedIn, Dashboard, Data Structures, Python Programming, Interviewing Skills, Applicant Tracking Systems

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, Model Evaluation, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Data Import/Export, Predictive Modeling, Data Preprocessing, Regression Analysis, Data Science, Statistical Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Matplotlib, Data Visualization, NumPy, Python Programming

4.7
评分, 4.7 星，最高 5 星
2万 条评论

中级 · 课程 · 1-3 个月

[Featured Image] A business person sits at an office desk using two computer screens as they import XML to Google Sheets.

How to Import XML to Google Sheets

XML is a great markup language for data that you want to send to multiple sources or computer systems. Learn about three different methods you can use to import XML into Google Sheets for further processing.

August 10, 2025

文章

[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

文章

[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

文章

[Featured Image]: A programmer discusses R programming concepts with a colleague in a professional workspace.

R Programming Jobs: Salary Guide

Explore factors that influence an R programming job's salary to better understand how much you can potentially earn in the field.

August 1, 2025

文章

[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

文章

[Featured Image] Two data analysts share how to improve data analysis skills as they view a whiteboard with graphs and charts.

How to Improve Data Analysis Skills at Any Level of Experience

Data analysis skills are in high demand. Explore how to gain entry-level data analysis skills to help you start a new career and develop skills that can help you advance to new roles.

August 1, 2025

文章

[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

文章

[Feature Image] A professional in dark-rimmed glasses smiles while looking at a paper instructing them how to sync Google Sheets with Google Calendar.

How to Sync Google Sheets with Google Calendar

Discover how to sync Google Sheets with Google Calendar, including how to automate updates, create menu items, and third-party alternatives to streamline your workflow.

July 30, 2025

文章

[Featured Image] A person sits in their sunny home office and uses sparklines in Google Sheets on their laptop and a second device.

Sparklines Google Sheets Tutorial: What You Need to Know

Explore how to create sparklines in Google Sheets, and learn about common use cases, chart options, stylistic elements, and how to create your first visual.

July 30, 2025

文章

[Video thumbnail] AI Chatbots Decoded

Understanding Chatbots: Types, Uses & Future of AI Communication [VIDEO]

Curious about the technology behind those helpful chat windows? Dive into the world of chatbots and discover how they're transforming business communication!

August 11, 2025

文章

[Featured Image] A business person sits at an office desk using two computer screens as they import XML to Google Sheets.

How to Import XML to Google Sheets

XML is a great markup language for data that you want to send to multiple sources or computer systems. Learn about three different methods you can use to import XML into Google Sheets for further processing.

August 10, 2025

文章

[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

文章

[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

文章

[Featured Image]: A programmer discusses R programming concepts with a colleague in a professional workspace.

R Programming Jobs: Salary Guide

Explore factors that influence an R programming job's salary to better understand how much you can potentially earn in the field.

August 1, 2025

文章

[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

文章

[Featured Image] Two data analysts share how to improve data analysis skills as they view a whiteboard with graphs and charts.

How to Improve Data Analysis Skills at Any Level of Experience

Data analysis skills are in high demand. Explore how to gain entry-level data analysis skills to help you start a new career and develop skills that can help you advance to new roles.

August 1, 2025

文章

[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

文章

[Feature Image] A professional in dark-rimmed glasses smiles while looking at a paper instructing them how to sync Google Sheets with Google Calendar.

How to Sync Google Sheets with Google Calendar

Discover how to sync Google Sheets with Google Calendar, including how to automate updates, create menu items, and third-party alternatives to streamline your workflow.

July 30, 2025

文章

[Featured Image] A person sits in their sunny home office and uses sparklines in Google Sheets on their laptop and a second device.

Sparklines Google Sheets Tutorial: What You Need to Know

Explore how to create sparklines in Google Sheets, and learn about common use cases, chart options, stylistic elements, and how to create your first visual.

July 30, 2025

文章

In today's data-driven world, professionals skilled in data disciplines 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 science and analytics to start your journey in this exciting and rewarding domain.

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

Frequently Asked Questions (FAQ)