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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[Video thumbnail] Meta Data Analyst Professional Certificate

Data Storytelling Skills You’ll Gain from Meta’s Data Analyst Professional Certificate [VIDEO]

Want to turn data into captivating stories that drive business decisions? With the Meta Data Analyst Professional Certificate on Coursera, you'll build skills to communicate insights effectively and influence strategy.

April 25, 2025

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[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

April 25, 2025

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[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

April 25, 2025

文章

[Video thumbnail] Meta Data Analyst Professional Certificate

Data Storytelling Skills You’ll Gain from Meta’s Data Analyst Professional Certificate [VIDEO]

Want to turn data into captivating stories that drive business decisions? With the Meta Data Analyst Professional Certificate on Coursera, you'll build skills to communicate insights effectively and influence strategy.

April 25, 2025

文章

[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

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

IBM

您将获得的技能: Exploratory Data Analysis, Data Analysis, Data Import/Export, Data Manipulation, Data Transformation, Predictive Modeling, Data Cleansing, Data Preprocessing, Model Evaluation, Predictive Analytics, Pandas (Python Package), Regression Analysis, Feature Engineering, Statistical Analysis, Matplotlib, Scikit Learn (Machine Learning Library), 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

状态：免费试用

IBM

4.7
评分, 4.7 星，最高 5 星
1.1万 条评论

初级 · 课程 · 1-3 个月

[Featured Image] A professional researches “what is AGI versus AI” on a desktop computer to explore the differences between the two.

What Is AGI vs. AI: What’s the Difference?

What is AGI versus AI? Artificial general intelligence (AGI) is a theory describing how an artificial intelligence (AI) could reach or surpass the abilities of an average human. Discover the differences between AGI and AI.

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

[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 learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

April 25, 2025

文章

[Featured Image] A professional researches “what is AGI versus AI” on a desktop computer to explore the differences between the two.

What Is AGI vs. AI: What’s the Difference?

What is AGI versus AI? Artificial general intelligence (AGI) is a theory describing how an artificial intelligence (AI) could reach or surpass the abilities of an average human. Discover the differences between AGI and AI.

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

[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

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)