RAG Skills and Training

Learn retrieval augmented generation workflows that connect LLMs with trusted business knowledge and searchable content.

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Students & Freshers
Foundation
Graduates and early-stage talent building skills to enter the workforce.
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Junior-to-mid professionals expanding their skills into new domains.
Working Professionals
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Mid-career specialists deepening expertise to advance in their field.
Business Leaders
Strategy
Decision-makers and executives driving strategic growth and innovation.

Core Specializations

Retrieval
Indexes & ranking
Vector Search
Embeddings & similarity
Grounding
Citations & context
Evaluation
Answer quality

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Programs matched to this page topic — search or filter to explore.

22 programs matched to RAG
MIT IDSS

AI and Data Science: Leveraging Responsible AI, Data and Statistics for Practical Impact

Learn Agentic AI, LLM orchestration, and RAG to build intelligent systems capable of driving AI-powered decisions and solving real-world business challenges. Delivered by globally renowned MIT faculty, this AI and Data Science program is designed to accelerate your career growth.

Skills: Agentic AI · AI Workflow Design · AI-Assisted Coding · Generative AI Applications

4.6(265)Beginner12 weeks

✓ WITH CERTIFICATE

View Program →Certificate Program
IIT Bombay

Certificate in Generative AI

Designed for technology, and data professionals, this course builds skills to design, adapt, and deploy reliable GenAI applications using LLMs, RAG, agents, LLMOps, and governance. Build hands-on expertise, strategic judgment and earn a Certificate of Completion from IIT Bombay.

Skills: Agentic AI · CI/CD for LLM applications · Classification and summarization · Data preparation & labeling for LLMs

Beginner5 months

✓ WITH CERTIFICATE

View Program →Certificate Program
MIT Professional Education

No Code and Agentic AI

Harness Agentic AI, Generative AI, and ML to design and implement AI-driven solutions without writing a single line of code.

Skills: Agentic AI · Artificial Intelligence · Clustering Classification and Regression · Computer Vision

4.7(5,331)Beginner14 weeks

✓ WITH CERTIFICATE

View Program →Certificate Program
MIT Professional Education

Applied AI and Data Science Program

Designed for professionals transitioning to AI roles who want to build end-to-end AI expertise. Apply Machine Learning, GenAI & Agentic AI to build intelligent systems & autonomous workflows. Earn a Certificate of Completion & 16 CEUs from MIT Professional Education (MIT PE).

Skills: Agentic AI · AI Workflow Design · AI-Assisted Coding · Data Analysis

4.0(3)Beginner15 weeks

✓ WITH CERTIFICATE

View Program →Certificate Program
Great Learning Academy

Introduction to RAG

In this GLA Free course you will be able to understand the basics and working of Retrieval-Augmented Generation (RAG), along with its core concepts, types, and real-world applications. It also helps in understanding how vector stores, embeddings, and retrieval mechanisms work, along with challenges like hallucinations and performance issues. A zero-cost RAG engine is built using open-source tools and a mini project…

Skills: And Managing Challenges Like Hallucinations · And Scalability · Embeddings And Vector Databases · Information Retrieval Techniques

4.6(72)Beginner1 hour

✓ Free learning · Paid certificate

View Program →Free Course
McCombs School of Business at The University of Texas at Austin

PG Program in Artificial Intelligence and Machine Learning: Business Applications

Accelerate your career or scale AI initiatives with a comprehensive AI program covering Machine Learning, Generative AI, Agentic AI. Build hands-on expertise, strategic judgment, and earn a certificate from the McCombs School of Business at The University of Texas at Austin.

Skills: Agentic AI Workflows · AI Governance · AI Model Evaluation · Autonomous Agents (Single and Multi-Agent)

Beginner23 weeks

✓ WITH CERTIFICATE

View Program →Certificate Program
McCombs School of Business at The University of Texas at Austin

PG Program in Artificial Intelligence & Machine Learning

Transition to AI roles or deepen your technical expertise. Build hands-on skills in ML, GenAI & Agentic AI. Earn dual certificates from the McCombs School of Business at UT Austin & Great Lakes Executive Learning.

Skills: Agent Evaluation & Human-in-the-Loop · Agentic AI Developer · Agentic AI Systems · Agentic AI Workflows

4.7(111)Beginner12 months

✓ WITH CERTIFICATE

View Program →Certificate Program
S. P. Jain Institute of Management & Research (SPJIMR)

Executive Certificate Programme in Artificial Intelligence and Generative AI for Managers

This Executive Certificate Programme from SPJIMR is a 5-month online certificate for executives aspiring to lead AI-driven business transformation. Learn GenAI, LLMs, RAG, Agentic AI, and AI strategy in a no-code environment through live sessions, projects and case studies.

Skills: Advanced Prompting · Agentic AI Architecture · AI System Design · Build vs. Buy Decisions

Advanced5 months

✓ WITH CERTIFICATE

View Program →Certificate Program
Great Learning Academy

LLM Essentials

Through this free large language models course, you will gain an understanding of how these models work and how they generate human-like language, their abilities and influence in industries. You will learn about the various languages and systems they operate on, some notable examples in the AI space, and the transformer architecture which drives them. The course also goes through some of the key milestones in their…

Skills: Capabilities of LLMs · Challenges and Limitations of LLMs · LLM Languages and Systems · LLMs

Beginner1 hour

✓ Free learning · Paid certificate

View Program →Free Course
IIT Bombay

Certificate in Agentic AI

Designed for tech practitioners and data professionals who want to build autonomous AI agents that reason, act, and collaborate using RAG, MCP, LangGraph, and CrewAI. Build deep, hands-on technical expertise and earn a Certificate of Completion from IIT Bombay.

Skills: Agentic AI · Chain-of-Thought (CoT) · CrewAI · LangGraph

Beginner5 months

✓ WITH CERTIFICATE

View Program →Certificate Program
Great Learning Academy

ChatGPT for Shopping Intelligence

This AI for E-Commerce freecourse with certificate, is meant for those who want to explore the topic of how AI is changing the online shopping experience. You will get an insight into the problems with e-commerce search such as poor keyword matching and weak personalization, as well as slow performance. This free AI ecommerce course also introduces you to conversational AI and demonstrates how ChatGPT operates as a…

Skills: ChatGPT Shopping · Conversational AI · Multimodal Experience · Personalized Recommendations

Beginner1 hour

✓ Free learning · Paid certificate

View Program →Free Course
Great Learning Academy

End-to-End NLP with Python: Build Chatbots and LLM Applications

The End-to-End NLP with Python course equips you with the skills to design, build, and deploy intelligent language-based applications used in real business environments. You will build a strong foundation in Natural Language Processing, starting with text mining and preprocessing, then progressing to sequence models, chatbots, transformers, and large language models. The course covers practical use of Python, PyTorc…

Skills: Applied NLP with GPT · BERT & LLMs · Chatbot development with RASA & Dialogflow · Foundations of NLP and applications

Intermediate12 hours 30 minutes

✓ WITH CERTIFICATE

Great Learning Academy

Artificial Intelligence Projects

The AI training projects course equips you with practical skills to build applied AI solutions through hands-on projects. You’ll learn how to create AI agents, including a database agent that can query data using Azure OpenAI and LangChain. The course also covers Retrieval-Augmented Generation systems, showing how to build applications for PDF question answering, video retrieval, and a zero-cost RAG engine.You’ll al…

Skills: Activation · ANN and RNN · ANN Model · Back Propagation

4.5(1,610)Beginner1 hour 30 minutes

✓ Free learning · Paid certificate

View Program →Free Course
Great Learning Academy

HR Database Management System

Human Resource Database Management System is one of the most popular databases in the SQL world, a software used to streamline the HR processes. It stores personal data in a secure environment. The transactions relating to the payroll process, position management, time and attendance, recruitment, benefits, and other HR data collection protocols are recorded, stored, managed, and retrieved whenever needed. In short,…

Skills: Data Manipulation · Data Retrieval · Data Storage · HR Database Project

4.5(1,068)Beginner1 hour

✓ Free learning · Paid certificate

View Program →Free Course
Great Learning Academy

MERN Stack Fundamentals

A beginner-focused free mern stack fundamentals course can reduce confusion by connecting ideas with situations learners actually recognize. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating mern stack fundamentals as a list of terms, it explains what to look for, how to reason through common tasks, and why the subject appears in real…

Skills: Building Dynamic User Interfaces · Data Storage and Retrieval · ExpressJS Basics · Full-Stack Application Development

4.6(374)Beginner4 hours

✓ Free learning · Paid certificate

View Program →Free Course
IIT Bombay

e-Postgraduate Diploma (ePGD) in Computer Science and Artificial Intelligence (CS & AI)

Designed for software engineers, IT professionals, data scientists and fresh graduates, this e-Postgraduate Diploma in Computer Science and Artificial Intelligence combines rigorous academics, AI specialization & flexible learning with campus immersion and eAlumni status.

Skills: AI & LLM Frameworks · Algorithmic Problem-Solving · Autonomous AI Agents · Blockchain Engineering

Beginner12 months

✓ WITH CERTIFICATE

View Program →Certificate Program
Great Learning Academy

Prompt Engineering for ChatGPT

This Prompt Engineering for ChatGPT course equips you with the essential skills to understand how Large Language Models are trained, how they generate responses, and how prompts influence AI output quality. You’ll learn LLM training and inference, OpenAI’s model evolution, GPT architecture, tokenization, model deployment, token usage, and the role of tokens in performance and interaction. The course also covers how…

Skills: ChatGPT · ChatGPT & GPT Models · Large Language Models (LLMs) · LLM Training & Inference

4.6(8,592)Beginner2 hours

✓ Free learning · Paid certificate

View Program →Free Course
Great Learning Academy

Analytics with SQL and Python in Hindi

This free course will teach you about SQL analytics and Python analytics. Python is one of the world's most popular programming languages today. In recent times, it has found its popularity in the domain of data analysis. This is the case because Python offers a lot of convenience in terms of its easy-to-use syntax, various data analysis frameworks, and fantastic flow that helps with the easy analysis of a large amo…

Skills: Data Analysis With Python · Data Retrieval Using SQL · Python Project On FIFA Dataset · Python Project On IPL Dataset

4.5(1,075)Beginner1 hour 30 minutes

✓ Free learning · Paid certificate

View Program →Free Course
Great Learning Academy

Master Artificial Intelligence

This AI fundamentals course equips you with the skills to apply AI, Machine Learning, and Deep Learning techniques to real-world challenges. You’ll gain a strong foundation in Machine Learning, learning how to implement supervised, unsupervised, and reinforcement learning models to solve business problems. You’ll also master Neural Networks, understanding how to train models using techniques like backpropagation to…

Skills: AI Foundations · CNNs · Computer Vision Fundamentals · Deep Learning Concepts

Advanced12 hours 30 minutes

✓ WITH CERTIFICATE

McCombs School of Business at The University of Texas at Austin

PG Program in Artificial Intelligence for Leaders

Designed for leaders and decision-makers to evaluate AI opportunities, assess technology and data readiness, build the business case, manage risk, and move from pilot to production, all without coding. Earn a Certificate of Completion from Texas McCombs.

Skills: Agentic AI · AgentOps Governance · AI Ethics and Regulatory Risk Assessment · AI ROI Assessment

4.7(67)Advanced4 months

✓ WITH CERTIFICATE

View Program →Certificate Program
Great Learning Academy

Building Agentic Workflows with Microsoft Copilot

This Microsoft Copilot course helps you build practical AI skills for modern work by showing how Copilot works across research, productivity, coding, and automation. You will learn the core science behind Copilot, including Generative AI, LLMs, transformer architecture, pre-training, grounding, the Copilot stack, Microsoft Graph, Semantic Index, and the RAG pipeline. The course also covers Microsoft Copilot chat mod…

Skills: Copilot chat · Copilot Imagine · Copilot Studio · Creating Agents

Beginner3 hours

✓ WITH CERTIFICATE

S. P. Jain Institute of Management & Research (SPJIMR)

Executive Certificate Program in AI for Business Leaders

A 7-month blended AI leadership program for mid-to-senior professionals to lead AI-driven transformations. With live sessions, executive masterclasses, projects, case studies, and campus immersions, gain hands-on experience in GenAI, Agentic AI, and data-driven decision-making.

Skills: Agentic AI · AI strategy · AI Use Case Identification & Implementation · Business Transformation with AI

Advanced7 months

✓ WITH CERTIFICATE

View Program →Certificate Program

Real Outcomes · Verified Alumni

From learner to career breakthrough

Stories matched to your selected persona — because your journey is unique.

Students
PR
Priya Rajan
📍 Chennai
B.Tech GraduateData Analyst — Infosys
₹0₹6.8L/yrFirst Job

“I was applying for 3 months with zero callbacks. After completing the Data Analytics course, I had 4 offers in 6 weeks.”

via Data Analytics with Power BI
Students
AK
Arjun Kumar
📍 Pune
MBA GraduateBusiness Analyst — Deloitte
₹0₹8.2L/yrFirst Job

“The Excel and SQL courses gave me skills my peers simply didn't have. I solved a live data problem in my Deloitte interview.”

via Business Analytics Essentials
Students
SM
Sneha Mishra
📍 Bengaluru
CS GraduateML Engineer — Flipkart
₹3.2L/yr₹14L/yr+337%

“The ML Fundamentals course was more rigorous than my college curriculum. Flipkart hired me based on my GitHub portfolio.”

via Machine Learning Fundamentals
Hands-On Learning · Real Deliverables

Not just videos — you'll build real things

Every course ends with a project you can show employers. Here's what your RAG track builds.

Beginner
DATA ANALYSISExcel
Sales Performance Dashboard

Build an end-to-end Excel dashboard with pivot tables, dynamic charts, and KPI scorecards — exactly what analysts present in their first 90 days.

Enroll to Build This →
68%84%42%Beginner
VISUALIZATIONPower BI
Customer Segmentation Report

Create an interactive Power BI report segmenting customers by behaviour, geography, and spend — a staple of every business analyst portfolio.

Enroll to Build This →
Beginner
AI PRODUCTIVITYChatGPT + Prompts
AI Content Workflow Toolkit

Build a reusable prompt library, automate content briefs, and create an AI-assisted research workflow — immediately applicable at any company.

Enroll to Build This →
Skills in Action

See exactly how RAG skills change what you can do

Explore real use cases by your role, function, or industry — and the specific skill that unlocks each one.

MARKETING
Prompt Engineering

Write 10 variations of ad copy, email subjects, and landing page headlines in minutes — then A/B test them all in the same sprint.

BeforeCopywriter produces 2 variants in a week, campaign launches late.
AfterAI-assisted brief → 15 variants in 2 hours, CTR improves 34%.
Generative AIChatGPT + Jasper
Learn Generative AI →
MARKETING
Campaign Analytics

Build a live attribution dashboard that shows exactly which channel, ad, and message drove each conversion — not just last-click.

BeforeWeekly PDF reports, 3-day lag, no cross-channel view.
AfterReal-time Power BI dashboard, self-serve insights, 20% lower CAC.
Data AnalyticsPower BI + GA4
Learn Data Analytics →
MARKETING
AI-Driven SEO

Use AI to cluster keywords by intent, identify content gaps, and generate optimised briefs — at a scale no human team can match manually.

BeforeManual keyword research, 1 article/week, inconsistent ranking.
AfterAI-automated pipeline, 8 articles/week, 3× organic traffic growth.
AI ProductivityChatGPT + Python
Learn AI Productivity →
Free · 5 Minutes · Instant Results

Not sure where to start?
Find your exact skill gap.

You've seen what RAG skills unlock. Now find out which ones you're missing — and get a sequenced 90-day learning plan matched to your role and goals.

5Q
Quick Questions
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Skill Tiers
90d
Learning Plan
1
Answer 5 questions about your current skills
2
Get your score — Foundation to Expert tier
3
Receive 3 matched courses and a 90-day roadmap
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Where Our Alumni Work

4,500+ companies hired Great Learning alumni

From startups to Fortune 500s — your next employer is already on this list.

4,500+ Hiring Partners
14M+ Learners Trained
170+ Countries
Got Questions?

Everything you need to know before enrolling

No prior experience is needed. We start from the very basics — whether it's Excel, Python, or RAG concepts — and build up progressively. Most beginner courses have no prerequisites.
Yes. Our courses include resume-ready projects, a portfolio you can show employers, and access to our placement support network. Over 1,800 freshers landed their first job within 6 months of completing a Great Learning course in 2024.
Great Learning certificates are recognised by 4,500+ hiring partners including Google, Amazon, Infosys, Deloitte, and TCS. Several programs are co-branded with IIT, MIT, and IIM — which carry significant weight with hiring managers.
Absolutely — 70% of our learners study while working. Courses are fully self-paced with on-demand recordings. Most professionals complete PRO+ courses in 6–10 weeks at 5–7 hours per week.
Free and PRO+ courses are self-paced — 3 to 5 hours per week is enough. Certification programs typically need 8 to 12 hours per week. You can pause and resume at any time.
Free courses give you the core curriculum at no cost. PRO+ adds mentorship, live Q&A, career support, and placement assistance. Certificate programs are institution co-branded (IIT, MIT, IIM), longer, and include faculty-reviewed capstone projects.
Yes. All paid programs include a 7-day no-questions-asked refund. Certification programs have a 14-day refund window. We also offer pause-and-resume for up to 3 months if life gets in the way.
Many companies sponsor these programs under their L&D budgets. We provide GST invoices and corporate pricing for team enrolments. Contact our advisor team for a corporate package.
Still have questions?
Our learning advisors are available Mon–Sat, 9AM–8PM IST. Average response time: under 5 minutes.
Skill Assessment Question 1 of 5
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Find your skill gap in 5 questions

Answers adapt to your selected persona and track for precise recommendations.

Students & Freshers · Non-technical
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