scorecardresearch
Naukri Learning > Data Science & Analytics > Data Science >

AI Workflow: Business Priorities and Data Ingestion

AI Workflow: Business Priorities and Data Ingestion

Upskilling is a better roadmap to success. Enroll in this course to learn critical principles of Data Science through real-life case studies & examples

83 Views

Course Highlights

  • Earn a certificate of learning on course completion 

  • Start instantly and learn at your own schedule.

  • Enroll for free | Pay only for getting a certificate of completion

  • This course is offered by IBM

Duration: 14 Days

Mode of learning: Online self study

Course Overview

Who should do this course ?
  • This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. If you are an aspiring Data Scientist, this course is NOT for you as you need real world expertise to benefit from the content of these courses.

What are the course deliverables ?
  • Know the advantages of carrying out data science using a structured process

  • Describe how the stages of design thinking correspond to the AI enterprise workflow

  • Discuss several strategies used to prioritize business opportunities

  • Explain where data science and data engineering have the most overlap in the AI workflow

  • Explain the purpose of testing in data ingestion

  • Describe the use case for sparse matrices as a target destination for data ingestion

  • Know the initial steps that can be taken towards automation of data ingestion pipelines

More about this course
  • This is the first course of a six part specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones

  • This first course in the IBM AI Enterprise Workflow Certification specialization introduces you to the scope of the specialization and prerequisites. Specifically, the courses in this specialization are meant for practicing data scientists who are knowledgeable about probability, statistics, linear algebra, and Python tooling for data science and machine learning. A hypothetical streaming media company will be introduced as your new client. You will be introduced to the concept of design thinking, IBMs framework for organizing large enterprise AI projects. You will also be introduced to the basics of scientific thinking, because the quality that distinguishes a seasoned data scientist from a beginner is creative, scientific thinking. Finally you will start your work for the hypothetical media company by understanding the data they have, and by building a data ingestion pipeline using Python and Jupyter notebooks.

I am Interested

Curriculum

    Enquire Now

    Reviews

    Average Rating

    4
    Write a Review
    CompareRemove All
    Browse Category
    0

    Buy Safely with Naukri.com
    We support secure payment methods

    Disclaimer

    While Naukri Learning services have helped many customers over the years, we do not guarantee any interview calls or assure any job offers with any of our services.
    The services associated with Naukri Learning are only provided through the website Naukri.com. You are advised to be cautious of calls/emails asking for payment from other web sites that claim to offer similar services under the name of Naukri.com. We have no associates/agents other than the partner sites that have been specifically named on the homepage of the website Naukri.com. We also recommend that you Security Guidelines and Terms and Conditions