Generative AI for Analytics

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Course Details

Learn GenAI and analytics for career growth with hands-on projects.

We have helped hundreds of students land their dream jobs.

3000+

Students Trained

450+

Students Placed

40+

Company Hired

12.4 LPA

Highest Package

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Average Ratings

Curriculum To Crack
High Paying Job

Module 1

What GenAI is
Evolution of GenAI technology
Capabilities - what it is good at
Foundation models vs. fine tuning
Real world applications
Hands on with ChatGPT
Assignment: TBD

Module 2

Prompt engineering
Limitations of prompting
Retrieval augmented generation
AI Agents
Using these tools appropriately
Assignment 1: TBD
Assignment 2: TBD

Module 3

Types of analysis (descriptive, predictive etc.)
Types of analytics roles
Analytics roles - high level
Analytics roles - competencies
Common denominator skills
Assignment: TBD

Module 4

Using GenAI for coding help
GenAI for data exploration
GenAI for data manipulation
GenAI for understanding data (schemas, datasets etc.)
SQL queries with GenAI
Assignment: TBD

Module 5

Efficient data gathering using Ge
Writing efficient SQL queries
Schema design for use case
Automating data cleaning
Data preparation for analysis
Report/dashboard creation
Creating visualizations using GenAI
Assignment: TBD

Module 6

Product performance metrics
Analyzing user feedback and reviews
Analyzing on-site experience
Online experimentation fundamentals (A/B testing)
GenAI for A/B testing
Assignment: TBD

Module 7

Key business metrics
Basics of forecasting
Hypothesis generation using GenAI
Customer insights using data analysis
Business recommendations from data
Assignment: TBD

Course prerequisites

Get certificate of completion

Certificates will be conferred upon candidates who have maintained an attendance rate exceeding 90% and have attained a minimum score of 60% in the monthly assessments upon completion of the program.

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Course Details