Applied AI & Machine Learning

This program equips participants with practical skills in machine learning and applied AI, focusing on real-world data, decision-making, and predictive systems.

Participants move beyond theory to build models, analyze outcomes, and apply AI in business, research, and policy environments.

Learn how to build and apply machine learning models to real-world data and decision-making.
Work with real datasets, develop predictive systems, and gain practical skills in applied AI.

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Program Structure

Duration: 10-16 Weeks
Format: Online + optional physical
Style: Hands-on, project-based
$250

Certificates Awarded Certificate of Achievement Professional Certification (AI & Machine Learning) Professional Certification awarded upon successful project completion & assessment.

Tools You Will Use

Python SQL Excel R

Datasets

World Bank NHANES Business Datasets Custom Data

What You Will Learn

Six Core Learning Areas

A structured curriculum that takes you from ML fundamentals to applied real-world projects.

Foundations of Machine Learning

Supervised vs unsupervised learning
Model types and use cases
Data preparation for ML

Data Preparation & Feature Engineering

Cleaning and structuring datasets
Feature selection and transformation
Handling real-world messy data

Core Machine Learning Models

Regression models
Classification models
Clustering techniques

Model Evaluation & Optimization

Accuracy, precision, recall
Model validation
Improving performance

Applied AI for Decision Systems

Forecasting models
Risk scoring systems
Customer and market analytics
Policy and impact modeling

Practical Projects

Build real ML models
Work with real datasets
Apply models to real problems

Who This Is For

Graduates of the Main Program
Data analysts
Researchers
Professionals moving into AI

Outcomes

By the end, participants will:

Build machine learning models
Apply AI in real scenarios
Use AI for data-driven decisions
Deliver real-world analytics projects

Certificates Awarded Certificate of Achievement Professional Certification (AI & Machine Learning) Professional Certification awarded upon successful project completion & competency assessment.