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IIT Madras Pravartak

IIT Madras Pravartak - Large Scale Data Analytics Driven Systems Design

IIT Madras Pravartak - Large Scale Data Analytics Driven Systems Design

Regular price Rs. 177,000.00
Regular price Sale price Rs. 177,000.00
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Course Info:

Every senior software engineer, module lead, team lead, and the project manager must have in-depth conceptual knowledge and skillset, to handle future applications that will generate very large volumes of data. Knowledge about data alone is not sufficient; one must know the end-to-end hardware and software stack on which the data resides and moves.

The mantra is – Scale, Speed & Security.

This course will enable them to be fully independent in conceptualizing, designing and implementing internet scale applications of the future.

Course Highlights:

  • 3 months Courses
  • 2 Semester Course
  • 300 hours of sessions
  • 5 hours of training on training days
  • Sat and Sun, alternate weekends
  • Online class (Post Covid19 pandemic, in-person classes at IITM Premises, for those who are willing to attend in Chennai)
  • 80% attendance must
  • Basic level understanding of 1 programming language + 1 database required
  • 2 ungraded assignments, 2 graded assignments and 2 exams

Semester 1:

  • Introduction to Data Science
  • Introduction to Data Management
  • Tools and Techniques for Data Visualization and Communication
  • Introduction to Business Metrics
  • Introduction to Applied Business Statistics
  • Python Programming
  • Statistics Using Python
  • Systems Design and Architecture
  • Performance Monitoring and Management

Semester 2:

  • Regression and Classification for Business Applications
  • Machine Learning
  • Time Series Modeling
  • TensorFlow
  • System and Data Security
  • Project Management
  • Project Work - 40 hours - Outside Class hours

Course Director:

Prof Kamakoti Veezhinathan, Director, IIT Madras
Course Coordinator, IITM Pravartak Technologies Foundation

For more details, please click on the link: IIT Madras Pravartak

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