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.

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[Feature Image] Two learners study types of generative models and generative adversarial networks as part of their coursework.

Types of Generative Models

Generative artificial intelligence (AI) models understand patterns and generate new text, images, videos, code, and more based on the patterns learned by studying training data. Explore different types of generative models and their applications.

April 25, 2025

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[Featured Image] A person sits at a desk and works on their laptop using generative AI to create content for their website.

6 Types of Generative AI Models

Explore types of generative AI models like GANs, variational autoencoders, and transformers, and learn about the different types of content they're capable of generating.

April 25, 2025

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[Featured image: A statistician working at a desk while wearing headphones, using statistical methods to organize data.]

Statistical Methods That Unlock Powerful Insights

Statistical methods are the tools data analysts use to discover actionable insights from data. Explore types of statistical methods and why it’s important to choose the right one based on your type of data and the goal of your study.

April 25, 2025

文章

[Feature Image] Two learners study types of generative models and generative adversarial networks as part of their coursework.

Types of Generative Models

Generative artificial intelligence (AI) models understand patterns and generate new text, images, videos, code, and more based on the patterns learned by studying training data. Explore different types of generative models and their applications.

April 25, 2025

文章

[Featured Image] A person sits at a desk and works on their laptop using generative AI to create content for their website.

6 Types of Generative AI Models

Explore types of generative AI models like GANs, variational autoencoders, and transformers, and learn about the different types of content they're capable of generating.

April 25, 2025

文章

Top data courses

状态：免费试用

IBM

您将获得的技能: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Data Analysis, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Apache Hive, Data Mart, Data Warehousing, Apache Spark, Data Science, Analytics, Data Lakes, Data Collection, Microsoft Excel

4.8
评分, 4.8 星，最高 5 星
2.1万 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: Rmarkdown, Data Ethics, Data Validation, Ggplot2, R (Software), Data Literacy, Spreadsheet Software, Data Analysis, Stakeholder Communications, Dashboard, Analytics, R Programming, Object Oriented Programming (OOP), Data-Driven Decision-Making, Tidyverse (R Package), Data Security, Data Manipulation, Data Structures, 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

Google

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL

4.8
评分, 4.8 星，最高 5 星
12万 条评论

初级 · 课程 · 1-4 周

[Featured Image] A college student uses room-scale VR as part of their immersive lesson during online study.

Room-Scale VR: Immersive Experiences Redefined

Room-scale VR is a virtual reality experience that maps your movements to your view in a virtually created digital world as you move around in your physical space. Explore the benefits and potential uses of room-scale VR.

April 25, 2025

文章

[Featured Image] A learner sees how to humanize AI content while fact-checking AI-generated content on their laptop.

How to Humanize AI Content: Strategies for Authentic Engagement

You can improve content generated by artificial intelligence (AI) to make it sound more human, which can improve your search results and audience engagement. Learn how to humanize AI content to turn formulaic and cold AI writing into engaging stories.

April 25, 2025

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[Feature Image] A learner explores Claud AI vs. ChatGPT on a desktop computer to assess the strengths of each generative AI model.

Claude AI vs. ChatGPT: What’s the Difference?

Large language models Claude AI and ChatGPT can help you perform a lot of similar tasks, but the generative AI models are also different. Learn more about the capabilities of each model and explore how they compare.

April 25, 2025

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[Featured Image] A person working in a finance office is tracking data using machine learning programs.

Applied Machine Learning: What It Is and Why It Matters

Discover the difference between theoretical and applied machine learning and learn more about the challenges and benefits that come with machine learning applications.

April 25, 2025

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[Featured image] A smiling learner sitting at a desk in their house is reading the results of their ChatGPT prompts for studying to better understand the lesson topics.

AI Tools for Teachers: Uses, Benefits, and Best Practices

AI is increasingly common in the classroom. Explore popular AI tools for teachers, their uses, benefits, and important considerations you should make before implementing them in your curriculum.

April 25, 2025

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[Featured Image] A UX designer sits at a workspace and uses AI to help streamline their processes.

How Has AI Been Affecting UX Design?

AI has been affecting UX design in a variety of ways in recent years. Discover how AI can assist UX designers in gathering data, automating certain UX design tasks, and predicting user behavior so they can design more personalized interfaces.

April 24, 2025

文章

[Video thumbnail] Meta Data Analyst Certificate Tools and Insights for Business Strategy

3 Tools You'll Learn in the Meta Data Analyst Professional Certificate [VIDEO]

Want to turn data into actionable strategies that drive business success? The Meta Data Analyst Professional Certificate on Coursera equips you with the tools to do just that!

April 24, 2025

文章

[Featured Image] Two cybersecurity professionals discuss the implementation of AI in their work.

Will AI Replace Cybersecurity?

Discover the impact of AI on cybersecurity roles, how AI can automate threat detection, and learn more about the implications of AI within the field of cybersecurity.

April 24, 2025

文章

[Featured Image] A programmer smiling in a workplace environment, surrounded by computers, while working on AI-generated text and machine learning models.

What Is AI-Generated Text?

AI-generated text is text output by a computer model in response to a human prompt. Many businesses utilize it for various reasons, such as increasing productivity and content generation. Discover its use cases and some pros and cons.

April 24, 2025

文章

[Featured image: A statistician working at a desk while wearing headphones, using statistical methods to organize data.]

Statistical Methods That Unlock Powerful Insights

Statistical methods are the tools data analysts use to discover actionable insights from data. Explore types of statistical methods and why it’s important to choose the right one based on your type of data and the goal of your study.

April 25, 2025

文章

[Featured Image] A college student uses room-scale VR as part of their immersive lesson during online study.

Room-Scale VR: Immersive Experiences Redefined

Room-scale VR is a virtual reality experience that maps your movements to your view in a virtually created digital world as you move around in your physical space. Explore the benefits and potential uses of room-scale VR.

April 25, 2025

文章

[Featured Image] A learner sees how to humanize AI content while fact-checking AI-generated content on their laptop.

How to Humanize AI Content: Strategies for Authentic Engagement

You can improve content generated by artificial intelligence (AI) to make it sound more human, which can improve your search results and audience engagement. Learn how to humanize AI content to turn formulaic and cold AI writing into engaging stories.

April 25, 2025

文章

[Feature Image] A learner explores Claud AI vs. ChatGPT on a desktop computer to assess the strengths of each generative AI model.

Claude AI vs. ChatGPT: What’s the Difference?

Large language models Claude AI and ChatGPT can help you perform a lot of similar tasks, but the generative AI models are also different. Learn more about the capabilities of each model and explore how they compare.

April 25, 2025

文章

[Featured Image] A person working in a finance office is tracking data using machine learning programs.

Applied Machine Learning: What It Is and Why It Matters

Discover the difference between theoretical and applied machine learning and learn more about the challenges and benefits that come with machine learning applications.

April 25, 2025

文章

[Featured image] A smiling learner sitting at a desk in their house is reading the results of their ChatGPT prompts for studying to better understand the lesson topics.

AI Tools for Teachers: Uses, Benefits, and Best Practices

AI is increasingly common in the classroom. Explore popular AI tools for teachers, their uses, benefits, and important considerations you should make before implementing them in your curriculum.

April 25, 2025

文章

[Featured Image] A UX designer sits at a workspace and uses AI to help streamline their processes.

How Has AI Been Affecting UX Design?

AI has been affecting UX design in a variety of ways in recent years. Discover how AI can assist UX designers in gathering data, automating certain UX design tasks, and predicting user behavior so they can design more personalized interfaces.

April 24, 2025

文章

[Video thumbnail] Meta Data Analyst Certificate Tools and Insights for Business Strategy

3 Tools You'll Learn in the Meta Data Analyst Professional Certificate [VIDEO]

Want to turn data into actionable strategies that drive business success? The Meta Data Analyst Professional Certificate on Coursera equips you with the tools to do just that!

April 24, 2025

文章

[Featured Image] Two cybersecurity professionals discuss the implementation of AI in their work.

Will AI Replace Cybersecurity?

Discover the impact of AI on cybersecurity roles, how AI can automate threat detection, and learn more about the implications of AI within the field of cybersecurity.

April 24, 2025

文章

[Featured Image] A programmer smiling in a workplace environment, surrounded by computers, while working on AI-generated text and machine learning models.

What Is AI-Generated Text?

AI-generated text is text output by a computer model in response to a human prompt. Many businesses utilize it for various reasons, such as increasing productivity and content generation. Discover its use cases and some pros and cons.

April 24, 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. 

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