This comprehensive Generative AI in Data Analytics course equips you with the skills to optimize data workflows, automate analysis, and generate actionable insights using AI. Begin by mastering the four types of analytics, descriptive, diagnostic, predictive, and prescriptive, and explore how GenAI enhances each stage. Learn to automate ETL processes, generate synthetic data with tools like ChatGPT-4 and MOSTLY AI, and perform EDA using Julius AI and Tableau Pulse. Progress to building predictive models, forecasting trends, and conducting risk analysis through real-world simulations. Understand performance metrics, address integration challenges, and apply GenAI in practical business scenarios.

Data Analytics Course with Generative AI

Data Analytics Course with Generative AI

Instructor: Priyanka Mehta
Access provided by SGCSRC
4,592 already enrolled
Gain insight into a topic and learn the fundamentals.
Beginner level
Recommended experience
6 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Automate ETL workflows and generate synthetic data using GenAI tools
Perform exploratory data analysis and visualize insights with AI platforms
Build predictive models and conduct risk analysis through simulations
Apply GenAI across real-world analytics projects for strategic impact
Skills you'll gain
- Analytics
- Data Integration
- Forecasting
- Data Modeling
- Exploratory Data Analysis
- Risk Analysis
- Predictive Analytics
- Predictive Modeling
- Descriptive Analytics
- Data Quality
- Real Time Data
- Interactive Data Visualization
- Data Analysis
- Model Evaluation
- Extract, Transform, Load
- Data Visualization
- Data-Driven Decision-Making
- Data Transformation
- Data Storytelling
Tools you'll learn
Details to know

Shareable certificate
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Assessments
9 assignments
Taught in English
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There are 2 modules in this course
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