Getting Big Data ready for Machine Learning and Advanced Analytics

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Getting Big Data ready for Machine Learning and Advanced Analytics

Online

Thursday, April 9th, 2020
Time: 04:30 pm - 06:00 pm

Getting Big Data ready for Machine Learning and Advanced Analytics

Organizations across industries are exploring the use of Big Data and Advanced Analytics for creating new customer experiences and building new products. More than 90% of Big Data is unstructured and every organization is at a different stage in big data journey. Once an organization matures in data collection and processing, the next question is "How to maximize business value?"

In this session we will look at some of the challenges faced by organization and approaches useful for maintaining data quality , security along with demo of categorizing documents (unstructured data) using Machine learning and business case study.

Speaker
Prashant PawarLead Technology Advocate, Nihilent
Date and Time
Thursday, April 9th, 2020
Time: 04:30 pm - 06:00 pm
Venue / Address

Online

Agenda
  • Approaches useful for maintaining data quality, data security and data search ability in a Data Lake storage for unstructured data.
    Methods to consider for faster data integration and data standardization.
    Zoning strategies for governing big data in a Data Lake.
    Architecture for Stream Processing specially for unstructured data
    Demo of categorizing documents (unstructured data) using Azure Machine Learning, NLP, Text Classifier and Logistic Regression
    Make Big data work with ML- Business Case Study

  • Q & A