Advance Your Data Scientist Career

As an advanced data scientist, you’ll lead data science projects, build machine learning models, and analyze datasets to identify actionable insights for organizations. Grow your data science career with these job-relevant resources today.

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[Featured Image] A person working on a data science manager salary presents data on a screen to their colleagues in a business meeting setting.
状态：精品课程

What Is a Data Science Manager?

Learn more about what a data science manager is, the responsibilities of a data science manager, and the skills and tools used in this position.

March 12, 2025

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[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.
状态：精品课程

Exploring Data Modeling Techniques: Popular Options for 2026

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 17, 2025

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[Featured Image] A professional researches the average data visualization salary on a laptop while in their kitchen as they plan a potential career change.
状态：精品课程

Data Visualization Salary Guide 2026

Explore the average data visualization salary and how factors like education, experience, and location affect how much you can earn.

March 18, 2025

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[Featured Image] A worker sits at their laptop and uses artificial intelligence to automate a repetitive task, realizing the benefits of AI.

5 Benefits of AI to Know in 2026 (+ 3 Risks to Watch Out For)

Ready or not, AI is here—and it’s developing faster than ever. Learn some of the potential pros and cons of working with artificial intelligence.

January 9, 2024

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[Featured Image] Four colleagues sit at a conference table in an office setting discussing work matters as the discussion leader uses effective leadership skills to engage the others in listening intently.

13 Popular Leadership Skills to Develop

Discover what leadership skills are, how they can benefit any type of professional—not just leaders—and different skills to develop.

March 15, 2023

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[Featured image] A manager in a white short and glasses stands in front of a white columned room holding a tablet.

8 Management Styles in Business: Choosing the Best Fit

Learn about the effectiveness of different management styles and how to determine which management style you should use in different situations.

March 1, 2023

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[Featured Image] A worker sits at their laptop and uses artificial intelligence to automate a repetitive task, realizing the benefits of AI.

5 Benefits of AI to Know in 2026 (+ 3 Risks to Watch Out For)

Ready or not, AI is here—and it’s developing faster than ever. Learn some of the potential pros and cons of working with artificial intelligence.

January 9, 2024

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[Featured Image] Four colleagues sit at a conference table in an office setting discussing work matters as the discussion leader uses effective leadership skills to engage the others in listening intently.

13 Popular Leadership Skills to Develop

Discover what leadership skills are, how they can benefit any type of professional—not just leaders—and different skills to develop.

March 15, 2023

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Boost your data science career

状态：免费试用

Google

您将获得的技能: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Statistics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming

攻读学位

4.8
评分, 4.8 星，最高 5 星
1.1万 条评论

高级设置 · 专业证书 · 3-6 个月

状态：免费试用

Google Cloud

您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Machine Learning Methods, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings

4.5
评分, 4.5 星，最高 5 星
1544 条评论

高级设置 · 专项课程 · 3-6 个月

状态：免费试用

Coursera

您将获得的技能: Marketing Analytics, Dashboard, Marketing Effectiveness, Google Analytics, Pivot Tables And Charts, Spreadsheet Software, Content Performance Analysis, Web Analytics, Performance Analysis, Trend Analysis, Interactive Data Visualization, Marketing Planning, Marketing Channel, Campaign Management, Business Marketing, Analysis, Analytical Skills, Data Modeling, Data Science, Data Management

初级 · 课程 · 1-3 个月

[Featured Image] A group of finance employees sit around a laptop and discuss using predictive analytics for forecasting cash flow.

What Is Predictive Analytics? Meaning, Examples, and More

Learn more about when—and why—businesses use predictive analytics and some of the benefits of working with this type of data analytics.

November 11, 2022

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[Featured Image]: A candidate for a PhD degree in data science is sitting at their desk, working on their laptop computer.

Getting a PhD in Data Science: What You Need to Know

A PhD in data science prepares you for some of the most cutting-edge research in the field and can advance your career. Learn more about this degree path and whether it’s a fit for your own personal goals and resources.

October 7, 2022

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[Featured Image] An aspiring IT professional studies for their Microsoft certification exam.

Microsoft Certification Path Guide: How to Create a Roadmap

Learn about the different Microsoft certification paths, levels, and career opportunities.

August 16, 2022

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[Featured Image] A group of students work at computers in a college classroom while working towards their master's in data science.

Master's in Data Science: Your Guide

With a master’s degree in data science, you may qualify for more advanced roles and higher salaries thanks to the specialized knowledge you'll gain.

August 10, 2022

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[Featured Image] An analyst is studying advanced analytics on two computer screens.

Advanced Analytics: Definition, Benefits, and Use Cases

Advanced analytics employs some of the most complex data analytics techniques to help businesses and other organizations improve their decision-making.

July 12, 2022

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[Featured Image] A machine learning student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

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[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2026

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

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[Featured Image] A person sits in a comfortable office, conducting a data scientist interview with a candidate.

20 Data Scientist Interview Questions + Tips (2026 Guide)

Explore what you can expect during a data science interview and find examples of data science interview questions. Uncover how best to prepare for a data science interview, including tips on practice and job research.

April 12, 2022

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[Featured Image] A deep learning engineer studies deep learning models and determines how to improve their accuracy.

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

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[Featured image] A manager in a white short and glasses stands in front of a white columned room holding a tablet.

8 Management Styles in Business: Choosing the Best Fit

Learn about the effectiveness of different management styles and how to determine which management style you should use in different situations.

March 1, 2023

文章

[Featured Image] A group of finance employees sit around a laptop and discuss using predictive analytics for forecasting cash flow.

What Is Predictive Analytics? Meaning, Examples, and More

Learn more about when—and why—businesses use predictive analytics and some of the benefits of working with this type of data analytics.

November 11, 2022

文章

[Featured Image]: A candidate for a PhD degree in data science is sitting at their desk, working on their laptop computer.

Getting a PhD in Data Science: What You Need to Know

A PhD in data science prepares you for some of the most cutting-edge research in the field and can advance your career. Learn more about this degree path and whether it’s a fit for your own personal goals and resources.

October 7, 2022

文章

[Featured Image] An aspiring IT professional studies for their Microsoft certification exam.

Microsoft Certification Path Guide: How to Create a Roadmap

Learn about the different Microsoft certification paths, levels, and career opportunities.

August 16, 2022

文章

[Featured Image] A group of students work at computers in a college classroom while working towards their master's in data science.

Master's in Data Science: Your Guide

With a master’s degree in data science, you may qualify for more advanced roles and higher salaries thanks to the specialized knowledge you'll gain.

August 10, 2022

文章

[Featured Image] An analyst is studying advanced analytics on two computer screens.

Advanced Analytics: Definition, Benefits, and Use Cases

Advanced analytics employs some of the most complex data analytics techniques to help businesses and other organizations improve their decision-making.

July 12, 2022

文章

[Featured Image] A machine learning student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

文章

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2026

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

文章

[Featured Image] A person sits in a comfortable office, conducting a data scientist interview with a candidate.

20 Data Scientist Interview Questions + Tips (2026 Guide)

Explore what you can expect during a data science interview and find examples of data science interview questions. Uncover how best to prepare for a data science interview, including tips on practice and job research.

April 12, 2022

文章

[Featured Image] A deep learning engineer studies deep learning models and determines how to improve their accuracy.

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

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With expert knowledge of data management, experimental design, and advanced analytics techniques like machine learning and predictive modeling, advanced data scientists use their expertise to ensure organizations have high-quality, actionable insights that improve their decision-making and overall outcomes. Looking to expand your data science skill set? Advance your career as a data professional and learn more about Coursera with free resources: 

Ready to for career growth? Explore our catalog of advanced data science courses or accelerate your career growth with a Coursera Plus subscription. When you enroll in either the monthly or annual option, you’ll get access to over 10,000 courses.

Frequently asked questions (FAQ)

*US Bureau of Labor Statistics. “Occupational Outlook Handbook: Data Scientists, https://www.bls.gov/ooh/math/data-scientists.htm.” Accessed September 18, 2025.