- Understanding Data Science
- Data Analysis in Excel
- Analytics Problem Solving
- Quiz Module 1
Advanced Certificate Program in Data Science & AI
Quick Facts
particular | details | |||
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 30,000
certificate availability
Yes
certificate providing authority
Henry Harvin
The syllabus
Module 1: Introduction to Data Science
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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