Advanced Certificate Program in Data Science & AI

BY
Henry Harvin , IIT Guwahati (IITG)

Mode

Online

Duration

9 Months

Fees

₹ 30000

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 30,000
certificate availability

Yes

certificate providing authority

Henry Harvin

The syllabus

Module 1: Introduction to Data Science

  • Understanding Data Science
  • Data Analysis in Excel
  • Analytics Problem Solving
  • Quiz Module 1

Module 2: Introduction to python Exploratory

  • Data Tool-Kit Data Analysis using SQL
  • Introduction to Python Exploratory
  • Data Analysis Inferential Statistics Hypothesis Testing
  • Quiz Module 2

Module 3: Getting And Cleaning Data

  • Components of complete Data Set - Raw data, codebooks
  • How to collect, clean and share data
  • Quiz Module 3

Module 4: Exploratory Data Analsis, Research and Statistical Inference

  • Understanding multivariate statistical techniques
  • Know various plotting systems in different programming languages
  • Learn different statistical analysis tools
  • How to publish Data Analysis
  • How to take informed and accurate decisions
  • Quiz Module 4

Module 5: Regression Models and Practical Machine Learning

  • Model selection and novel uses of regression models
  • Building prediction functions — Data collection, feature creation
  • How to apply Algorithms and learning how to do evaluation
  • Quiz Module 5

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