Module 4: Practicum

Module/Week 2: NLP, Embeddings & Search

Module 4: Practicum

Programme

Artificial Intelligence Internship

Module Number

Module Title

NLP, Embeddings & Search Practicum

Duration

3-4 Days

Level

Intermediate to Advanced

Tools Required

Python, Vector store, pandas

Overview

This practicum turns the previous concepts into a complete reviewable deliverable. The goal is not to submit a tiny demo. The goal is to build something that looks, behaves, and reads like early industry work.

Objectives

Convert requirements into a working implementation
Practice debugging and iteration
Document the work for mentor review
Prepare reusable assets for the final capstone

Course Content

13 Topics

Hands-on Tasks

Search notebook
Sample queries
Relevance evaluation

Learning Outcomes

Build a complete deliverable from a requirement
Explain implementation decisions clearly
Prepare work for mentor or client review
Carry reusable pieces into the final capstone

Back to Program Overview

Module 4: Practicum

Module/Week 2: NLP, Embeddings & Search

Module 4: Practicum

Programme

Artificial Intelligence Internship

Module Number

Module Title

NLP, Embeddings & Search Practicum

Duration

3-4 Days

Level

Intermediate to Advanced

Tools Required

Python, Vector store, pandas

Overview

Objectives

Convert requirements into a working implementation
Practice debugging and iteration
Document the work for mentor review
Prepare reusable assets for the final capstone

Course Content

13 Topics

Hands-on Tasks

Search notebook
Sample queries
Relevance evaluation

Learning Outcomes

Build a complete deliverable from a requirement
Explain implementation decisions clearly
Prepare work for mentor or client review
Carry reusable pieces into the final capstone

Cookie preferences

Module 4: Practicum

Module 4: Practicum

Overview

Objectives

Course Content

Overview

Learning Objectives

Requirement Breakdown

Implementation Checklist

Acceptance Criteria

Code Starter

Testing and Review

Submission Format

Mini Project Upgrade

Recommended Resources

Interview Questions

Professional Reflection

Module Summary

Hands-on Tasks

Learning Outcomes

Module 4: Practicum

Module 4: Practicum

Overview

Objectives

Course Content

Overview

Learning Objectives

Requirement Breakdown

Implementation Checklist

Acceptance Criteria

Code Starter

Testing and Review

Submission Format

Mini Project Upgrade

Recommended Resources

Interview Questions

Professional Reflection

Module Summary

Hands-on Tasks

Learning Outcomes