Artificial Intelligence Program (In Collaboration with SheSTEM)

Overview

This short-term, hands-on course introduces Artificial Intelligence for Programmers with a strong emphasis on practical implementation and real-world use cases. The program follows a build-first, concept-to-application approach, enabling participants to understand core AI principles and apply them through guided projects.

Participants will explore the foundations of AI, including data handling, machine learning, and deep learning basics, along with real-world AI applications. By the end of the course, learners will have built and deployed an end-to-end AI-powered application with a simple user interface and backend integration.

This program is conducted in collaboration with SheSTEM, an organization dedicated to empowering women in technology by increasing access to high-quality STEM education and industry-relevant skills. In alignment with this mission, the course is exclusively for women.

Core Learning Outcomes

By completing this course, participants will be able to:

• Understand core concepts of Artificial Intelligence and Machine Learning

• Work with real-world datasets and perform data preprocessing

• Build, train, and evaluate machine learning models

• Apply supervised and unsupervised learning techniques

• Understand the fundamentals of deep learning and neural networks

• Develop practical AI solutions for real-world problems

• Build and expose AI models via backend APIs

• Deploy AI-powered applications for real-world use

Key Topics Covered

• Introduction to Artificial Intelligence

• Python for AI Development

• Data Analysis & Preprocessing

• Machine Learning Fundamentals

  • Regression

  • Classification

  • Clustering

• Model Evaluation & Performance Metrics

• Introduction to Deep Learning

• Real-World AI Use Cases

• AI Application Development & Deployment

Course Structure & Schedule

• Total Classes: 24

• Classes per Week: 5

• Class Length: 1.5–2 hours

Course + Internship Model

• Course Duration: 1 month

• Internship Duration: 1 month

• Course Fee: Free (No tuition cost)

• Internship: Provided after successful course completion

Refundable Security Deposit

A refundable deposit of BDT 2,000 is required to confirm enrollment.

• The full amount will be returned after successful completion of the internship

• The deposit is taken only to ensure commitment and active participation

Eligibility & Focus

• Only for women participants

• Designed for:

  • Programmers

  • Students from STEM disciplines (Science, Technology, Engineering, Mathematics)

  • Beginners and early-career developers interested in Artificial Intelligence

Prerequisites:

• Basic Python knowledge

• No prior AI or Machine Learning experience required