Explore Our Comprehensive Training Curriculum on Fine-tuning & RAG Specialist

This curriculum is a deep dive into the two most critical techniques for customizing LLMs: fine-tuning and Retrieval-Augmented Generation (RAG). You will learn the theoretical underpinnings of each method, their trade offs, and how to build, evaluate, and deploy production-grade systems. The course emphasizes practical skills in

data preparation, model optimization, and architecting robust RAG pipelines. By the end, you will be able to select the right strategy for any business problem and implement it with expert-level proficiency.

Learning Objectives

Upon successful completion of this course, students will be able to:

● Differentiate between fine-tuning and RAG, and determine the optimal approach for a given use case.

● Design and execute data preparation pipelines for both fine-tuning and RAG systems.

● Apply various fine-tuning techniques, including Parameter-Efficient Fine-Tuning (PEFT) like LoRA, on large models with limited resources.

● Architect and implement scalable RAG pipelines, including advanced retrieval strategies and vector database management.

● Evaluate the performance of fine-tuned and RAG systems using a variety of specialized metrics.

● Implement a hybrid fine-tuning and RAG solution to achieve superior performance in domain-specific applications.

● Deploy and monitor LLM customization pipelines in a production environment.

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Tools & Technologies You’ll Master in Fine-tuning & RAG Specialist Course

💳 Course Purchase Info

Everything you need to know before enrolling

⏱️ Duration: 120 Hours
📚 Modules: 8
👥 Students: 40
🎯 Level: Beginner
🗣️ Language: English

₹10,000 ₹11,111

10.00% OFF

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Industry-Aligned Curriculum for This Course

Explore each topic in-depth through interactive sessions, real-world use cases, and tool-based learning. You’ll not only understand the theory but also build practical skills that matter in actual roles.

30+

Case Studies & Projects

Yes

Certificate of Completion

100%

Career Support & Guidance

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Key Highlights in Fine-tuning & RAG Specialist Course

Every Feature Empowers The Career You’ve Always Wanted

80% Practical Training

2 Global Certifications

Integrated Internship

Personalised Career Coach

Instant Doubt Solving

Alumni Network

Multi-Domain Interviews

Profile Building Session

📘 Curriculum Overview

Module 1: RAG Fundamentals & Architecture 10 Hours for this Module

Module 2: Advanced Retrieval Techniques 12 Hours for this Module

Module 3: Vector Databases & Data Management 12 Hours for this Module

Module 4: Evaluating & Optimizing RAG 12 Hours for this Module

Module 5: Fine-tuning Fundamentals & Data Preparation 12 Hours for this Module

Module 6: Parameter-Efficient Fine-tuning 12 Hours for this Module

Module 7: Full Fine-tuning & Evaluation 12 Hours for this Module

Module 8: Hybrid Architectures 12 Hours for this Module

Module 9: MLOps for RAG & Fine-tuning 10 Hours for this Module

Module 10: Final Capstone Project 12 Hours for this Module

🎓 What You Will Learn

Practical Knowledge

Learn concepts through real-life examples and hands-on activities designed to strengthen your understanding.

Critical Thinking

Develop the ability to analyze problems, evaluate solutions, and make informed decisions with confidence.

Communication Skills

Improve your written and verbal communication to express ideas clearly and effectively.

Problem Solving

Build logical reasoning and creativity to tackle challenges effectively and independently.

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Become Career Ready With Us

Enroll once & get access to all courses.
Small batch sizes (only 20 seats).
Internships + 2 Global Certifications.
Practice on platforms like LeetCode & HackerRank.
6-Month On-Job Support & Corporate Visits.

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Turn Your Learning Into a Career That You’re Proud Of

01

Follow 3A

Attendance, Assignment & Assessment — your path to structured learning success.

02

Industry Skills

Hands-on practice with tools that match real industry demand.

03

Profile Building

Build a winning resume, LinkedIn profile & web portfolio.

04

Exam

Prove your expertise with our industry-standard evaluation exam.

05

Global Certification

Earn globally recognized certifications to showcase your skills.

06

Internship

Apply what you’ve learned in real-world projects & gain experience.

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Happy Ending

Instructors

Mentors Behind Your Career Growth

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Mr. Sujeet Yadav

Fullstack Teacher

St.Vincent Palloti College of Engineering & Technology, Nagpur.

Mr. Manoj Chowrasiya

Fullstack Teacher

University Department Of Computer Science, University Of Mumbai Kalina Campus.

Mr. Vivek Pal

Fullstack Teacher

University Department Of Computer Science, University Of Mumbai.

Mr. Shibin Alva

Fullstack Teacher

Thakur College of Engineering & Technology,Kandivli.

Mr. Aakash Vishwakarma

Fullstack teacher

Thakur College of Engineering & Technology, Mumbai.

Mr. Uttam Vishwakarma

Fullstack Teacher

Thadomal Shahani College of Engineering, Bandra.

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