Artificial Intelligence and Data Science
Syllabus - AI & ML
Artificial Intelligence Fundamentals
Machine Learning with Python
Deep Learning & Neural Networks
Data Science with Python
Data Analytics using Python
Data Visualization using Power BI
Data Visualization using Tableau
Advanced Excel for Data Analysis
Generative AI Applications
Natural Language Processing (NLP)
Computer Vision using OpenCV
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8. Advanced Excel for Data Analysis (30 Hours)
Module 1: Excel Fundamentals (4 Hours)
- Workbook basics
- Data formatting
Module 2: Excel Functions (6 Hours)
- Logical functions
- Lookup functions
Module 3: Data Analysis Tools (8 Hours)
- Pivot tables
- Data validation
- Conditional formatting
Module 4: Advanced Features (8 Hours)
- Macros introduction
- Power Query
Mini Project (4 Hours)
- Financial data analysis