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Prompt Engineering and LLM App Development

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Learn prompt engineering and build LLM-powered applications. Master advanced techniques for AI-driven solutions and real-world deployment.

7 Modules
with Certifications
20:00 Hours
of Recorded Content
5.0 Ratings
by 1875 Learners
English
Language
Paid Course
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Prompt Engineering and LLM App Development

Prompt Engineering has become one of the most valuable skills in the era of Generative AI, enabling developers and professionals to unlock the full potential of Large Language Models. This course provides a structured learning path from understanding prompt fundamentals to designing advanced AI-powered applications for business and productivity. Learners will explore prompt optimization strategies, reasoning techniques, prompt evaluation methods, and API-based application development while building practical solutions such as resume assistants, knowledge bots, text generators, and multilingual AI systems. Through hands-on implementation and guided projects, participants gain the expertise required to create intelligent applications powered by modern LLM technologies.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1 - Foundations of Prompt Engineering

Intro to Prompt Engineering & Generative AI (LLMs, use cases)
Anatomy of a Prompt: Instructions, Contexts, Variables
LLM Parameters: Temperature, Top-p, Tokens, Stop Sequences

M2

Module 2 - Prompt Design Techniques

Writing Better Prompts: Templates, Iterations, Rewrites
Chain-of-Thought (CoT) Prompting for Logic & Reasoning
Zero-Shot vs Few-Shot Prompting with Real Examples

M3

Module 3 - Advanced Prompting Strategies

Role-play Prompts & System Prompts in GPT-based tools
Prompt Debugging – Getting Accurate & Reliable Outputs
Evaluating Prompts – BLEU, ROUGE, Human Feedback

M4

Module 4- Prompt Engineering for Business Applications

Build: Q&A Bot on Wikipedia Dataset (No API)
Resume Summarizer + Skill Keyword Extractor
Email Classifier using Prompt Logic
Legal Document Analyzer using Prompt Templates

M5

Module 5 - Content Generation and Productivity Applications

Flashcard Generator for Courses & Coaching Centers
Data-to-Text Report Generator (CSV ➝ Summary Text)
Natural Language ➝ SQL Query Generator
Python Code Generator from Prompts
Formal/Informal Text Rewriter using Prompt Blocks
Bias/Offensive Text Cleaner using Prompt Chains

M6

Module 6- AI Content and Assistant Development

AI Workout Plan Generator – Persona-Driven Prompting
AI Story Writing Assistant (Style + Structure Prompting)
Headline & Ad Copy Generator for Marketing
Tech Interview Q&A Generator from Job Role

M7

Module 7- APIs and AI Application Deployment

Roleplay Dialogue Rewriter – Scene-based Prompting
OpenAI API App: Personal Tutor in Google Colab
Customer Support Bot (Rule-based, Offline Prompt Logic)
Domain-Specific Prompt System: Medical Diagnosis Assistant
Multilingual Prompting: Translate, Rephrase, Localize
Capstone: Prompt-Powered Knowledge Assistant with UI (Streamlit or Colab)

Capstone Project

The Prompt-Powered AI Application Portfolio

Synthesize your learning by building a suite of end-to-end applications that solve real-world automation challenges.

AI Resume Assistant & Skill Extraction Engine
PROJECT

AI Resume Assistant & Skill Extraction Engine

Access hands-on simulation modules to master production level engineering challenges.

Natural Language to SQL Query Generator
PROJECT

Natural Language to SQL Query Generator

Access hands-on simulation modules to master production level engineering challenges.

Multi-lingual Knowledge Assistant with Streamlit UI
PROJECT

Multi-lingual Knowledge Assistant with Streamlit UI

Access hands-on simulation modules to master production level engineering challenges.

Automated Bias and Offensive Text Sanitizer
PROJECT

Automated Bias and Offensive Text Sanitizer

Access hands-on simulation modules to master production level engineering challenges.

Technical Interview Q&A Generator
PROJECT

Technical Interview Q&A Generator

Access hands-on simulation modules to master production level engineering challenges.

Python Code Architect and Refactoring Tool
PROJECT

Python Code Architect and Refactoring Tool

Access hands-on simulation modules to master production level engineering challenges.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

Python
OpenAI API
Streamlit
Google Colab
Anaconda
Chain-of-Thought Prompting
BLEU & ROUGE Evaluation Metrics
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Architect robust, deterministic prompts that ensure reliable AI behavior in production.
Develop and deploy end-to-end AI applications using Python and interactive Streamlit UIs.
Implement advanced reasoning techniques like Chain-of-Thought for complex logical tasks.
Systematically evaluate prompt performance using industry-standard metrics like ROUGE and BLEU.
Integrate proprietary data sources into LLM-driven chat interfaces for custom business intelligence.
Automate high-value workflows including legal analysis, code generation, and content strategy.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

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What Our Students Say

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

1. Is this course suitable for beginners?

Yes. The course begins with prompt engineering fundamentals and environment setup before progressing to advanced prompting techniques and AI application development.

2. What projects will I build?

You will work on projects including a Prompt Rewriter App, AI Resume Assistant, Flashcard Generator, Natural Language to SQL Generator, AI Story Writer, Customer Support Bot, Personal Tutor, and a Prompt-Powered Knowledge Assistant.

3. Which software tools will I use?

The curriculum includes Python, Anaconda, Google Colab, Streamlit, OpenAI API integration, and modern prompt engineering methodologies for LLM applications.

4. Are hands-on practical exercises included?

Yes. The course emphasizes guided implementation through multiple real-world AI applications, mini projects, and a capstone knowledge assistant.

5. What career opportunities does this course prepare me for?

The skills gained are applicable to roles such as Prompt Engineer, Generative AI Developer, LLM Application Developer, AI Solutions Engineer, AI Automation Specialist, and Conversational AI Developer.

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