The AI and Data Science Diploma Course offers flexible learning paths, with a 6-month, a 12-month standard program introducing core concepts in AI and data analytics and a 24-month advanced program exploring specialized algorithms and industry applications. The curriculum includes training in programming, statistical analysis, and AI frameworks, blending technical proficiency with analytical thinking. No prior experience is required, making it accessible to beginners and professionals aiming to upskill. Graduates receive a diploma, validating their expertise in leveraging data and AI for impactful solutions.
Level: Beginner to Advanced
Key Topics:
Machine Learning & AI Fundamentals
Data Visualization & Interpretation
Statistical Analysis & Modeling
Programming for Data Science
Portfolio Development
Certification: Diploma of Completion
Introduction to Data Science & Analytics
Python & R Programming Basics
Data Cleaning & Preprocessing
Exploratory Data Analysis (EDA)
Basic Statistical Methods
Introduction to Machine Learning
Data Visualization with Tools (Matplotlib, Seaborn)
Business Intelligence Fundamentals
Dashboard Creation with Excel & Power BI
SQL for Data Querying
Data Workflow & Project Planning
Portfolio Development & Final Project
All topics from 6-month course, plus:
Advanced Machine Learning Algorithms
Predictive Modeling & Classification
Data Wrangling with Pandas & NumPy
Advanced SQL & Database Management
Big Data Tools
Advanced Data Visualization (Tableau, Power BI)
Business Intelligence Strategy & KPIs
Cloud-Based Analytics
A/B Testing & Experimentation
Industry Guest Lectures & Workshops
Advanced Portfolio Development
Client Project Management
All topics from the 12-month course, plus:
Deep Learning & Neural Networks
Natural Language Processing (NLP)
Computer Vision Applications
Real-Time Data Processing & Streaming
Advanced BI & Data Blending
AI-Driven Business Intelligence
Deployment of Models
Industry-Specific Applications (Finance, Healthcare, Retail)
Collaborative Data Projects
Business Development for Data Professionals
Digital Portfolio & Professional Branding
Internship & Industry Exposure
Comprehensive Data Solution Project
Final Diploma Project & Showcase