Data Science Tools

Data Science    |    Beginner
  • 13 Videos | 52m 45s
  • Includes Assessment
  • Earns a Badge
Likes 171 Likes 171
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

  • describe what a data science platform is
    describe the challenges of deploying data science tools
    identify some considerations for data science tools
    identify and describe each step of a data science workflow
    describe different uses for data science analytic tools
    describe different uses for data science visualization tools
  • describe different uses for data science database tools
    list the benefits of deploying cloud-based tools
    list the challenges of deploying cloud-based tools
    describe what DevOps is and some of the common functionalities
    describe DevOps for data science
    identify different uses of data science tools

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m 26s
    UP NEXT
  • Playable
    2. 
    Data Science Platform
    4m 10s
  • Locked
    3. 
    Challenges of Deploying Data Science Tools
    3m 41s
  • Locked
    4. 
    Considerations for Data Science Tools
    4m 58s
  • Locked
    5. 
    Data Science Workflow
    5m 28s
  • Locked
    6. 
    Data Science Analytic Tools
    3m 21s
  • Locked
    7. 
    Data Science Visualization Tools
    2m 28s
  • Locked
    8. 
    Data Science Database Tools
    2m 53s
  • Locked
    9. 
    Benefits of Deploying Cloud-Based Tools
    3m 40s
  • Locked
    10. 
    Challenges of Deploying Cloud-Based Tools
    3m 20s
  • Locked
    11. 
    What is DevOps
    2m 21s
  • Locked
    12. 
    DevOps for Data Science
    3m 33s
  • Locked
    13. 
    Exercise: Identifying Uses of Data Science Tools
    5m 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.

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