Course Curriculum
A structured approach to Professional Program In Generative Ai
Introduction to Data Science - Data Analytics Overview
Introduction to Data
Advanced Excel - Introduction to Excel
Data Manipulation and Management in Excel
Data Visualization
Advanced Excel Techniques
SQL - Introduction to SQL
Basic SQL Commands
Advanced SQL Concepts
SQL Joins
Conditional Logic in SQL
Complex Queries & Doubts Session
Power BI - Introduction to Power BI
Data Import
Data Transformation
Creating Reports and Dashboards
DAX (Data Analysis Expressions)
Sharing and Collaboration
Tableau - Introduction to Tableau
Connecting to Data Sources
Creating Visualizations
Advanced Analytics in Tableau
Best Practices for Dashboard Design
Machine Learning (ML) - Introduction to AI & ML
DL
Supervised Learning – Regression Model
Supervised Learning – Classification Models
Unsupervised Learning
Model Evaluation & Optimization
Deep Learning (DL) - Deep Learning & Neural Networks
Convolutional Neural Networks (CNNs) for Image Processing
Recurrent Neural Networks (RNNs) for Sequential Data
Generative AI - Introduction to Generative AI
Foundation of Generative Models
Generative Adversarial Networks (GANs)
Transformer Models & Large Language Models (LLMs)
Fine-Tuning & Deployment of LLMs
RAG (Retrieval-Augmented Generation)
Multimodal AI (Text + Image + Audio)
Ethical C
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