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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5. Data Analytics using Python (30 Hours)
Module 1: Data Analytics Fundamentals (4 Hours)
- Analytics process
- Types of analytics
Module 2: Python Libraries (6 Hours)
- Pandas for analytics
- NumPy operations
Module 3: Data Exploration (6 Hours)
- Data summarization
- Statistical metrics
Module 4: Data Visualization (8 Hours)
- Matplotlib
- Seaborn visualization
Module 5: Business Analytics Case Studies (4 Hours)
Mini Project (2 Hours)
- Business data insights report