Data Science Tools
Data Science
| Beginner
- 13 Videos | 47m 15s
- Includes Assessment
- Earns a Badge
Explore a variety of new data science tools available today; the different uses for these tools; and the benefits and challenges in deploying them in this 12-video course. First, examine a data science platform, the nucleus of technologies used to perform data science tasks. You will then explore the analysis process to inspect, clean, transform, and model data. Next, the course surveys integrating and exploring data, coding, and building models using that data, deploying the models to production, and delivering results through applications or by generating reports. You will see how a great data science platform should be flexible and scalable, and it should combine multiple features and capabilities that effectively centralize data science efforts. You will learn the six sequential steps of a typical data science workflow, from defining the objective for the project to reporting the results. Finally, explore DevOps, resources that allow developers and IT to work together in harmony which includes people, processes, and infrastructure; and its typical functionalities including integration, testing, packaging, as well as deployment.
WHAT YOU WILL LEARN
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describe what a data science platform isdescribe the challenges of deploying data science toolsidentify some considerations for data science toolsidentify and describe each step of a data science workflowdescribe different uses for data science analytic toolsdescribe different uses for data science visualization tools
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describe different uses for data science database toolslist the benefits of deploying cloud-based toolslist the challenges of deploying cloud-based toolsdescribe what DevOps is and some of the common functionalitiesdescribe DevOps for data scienceidentify different uses of data science tools
IN THIS COURSE
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1.Course Overview1m 26sUP NEXT
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2.Data Science Platform4m 10s
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3.Challenges of Deploying Data Science Tools3m 41s
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4.Considerations for Data Science Tools4m 58s
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5.Data Science Workflow5m 28s
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6.Data Science Analytic Tools3m 21s
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7.Data Science Visualization Tools2m 28s
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8.Data Science Database Tools2m 53s
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9.Benefits of Deploying Cloud-Based Tools3m 40s
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10.Challenges of Deploying Cloud-Based Tools3m 20s
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11.What is DevOps2m 21s
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12.DevOps for Data Science3m 33s
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13.Exercise: Identifying Uses of Data Science Tools5m 56s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
Digital badges are yours to keep, forever.