Data Science at Scale
About this course
Learn scalable data management, evaluate big data technologies, and design effective visualizations. This Specialization covers intermediate topics in data science. You will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and practical statistical and machine learning concepts. You will also learn to visualize data and communicate results, and you’ll explore legal and ethical issues that arise in working with big data. In the final Capstone Project, developed in partnership with the digital internship platform Coursolve, you’ll apply your new skills to a real-world data science project.
82/100
CourseAsk score
- What the provider tells you
- 31/45
- Who stands behind it
- 35/35
- How complete the listing is
- 16/20
Scores how much the provider publishes and who stands behind it — not how well it is taught.
What you'll learn
- scalable data management
- big data technologies evaluation
- data mining algorithms
- statistical concepts
- machine learning concepts
- data visualization
- communication of data results
- understanding legal and ethical issues in big data
Course objectives
- gain hands-on experience with big data technologies
- design effective visualizations for data
- apply data science skills in a real-world project
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