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Generative AI + Agentic AI Course Info

Generative AI + Agentic AI Certification Course in Bangalore

Our Generative AI + Agentic AI Certification Course is designed for beginners, developers, and IT professionals who want to build next-generation AI applications and intelligent automation systems. This hands-on training program covers Large Language Models (LLMs), Prompt Engineering, RAG, LangChain, AI Agents, Fine-Tuning, and real-world AI project implementations.

You’ll gain expertise in Generative AI development, Agentic AI automation, LLM deployment, and AI-powered application building, while preparing for high-demand AI roles in the global market. With 100% practical labs, live projects, placement assistance, and mentorship from AI industry experts, this is Bangalore’s most job-oriented Generative AI training program.

Whether you are starting your AI journey or upskilling for Generative AI jobs, our flexible online/classroom batches (weekend/weekday) fit your schedule perfectly.

Enroll now to get a Free Demo Class + AI Project Kit!

What is Generative AI & Agentic AI? – The Future of Intelligent Automation

Generative AI is a cutting-edge branch of Artificial Intelligence that enables machines to generate human-like content such as text, images, code, and insights using Large Language Models (LLMs).

Agentic AI takes it one step further by creating autonomous AI systems that can plan, reason, take decisions, and execute tasks independently—just like a smart digital assistant.

Together, Generative AI and Agentic AI are transforming:

Business automation
Customer support
Software development
Data analysis
Content creation
Enterprise decision-making

This course helps you master both technologies to build real-world AI-powered applications.

Why Learn Generative AI & Agentic AI in 2025? – The Ultimate Career Accelerator

The Unstoppable Rise of AI in Modern IT

In today’s AI-driven world, Generative AI and Agentic AI have become the most revolutionary technologies across every industry. From ChatGPT to AI automation agents, companies are rapidly adopting AI solutions.

As we move into 2025, the demand for Generative AI skills is exploding across IT, healthcare, finance, education, and enterprise automation.

Key Statistics That Prove AI’s Dominance

91% of global enterprises are investing in Generative AI initiatives
AI-related job postings have grown by 74% year-over-year
Certified AI professionals earn 40% higher salaries than traditional IT roles
Over 70% of software companies are integrating LLM-based solutions

7 Compelling Reasons to Master Generative AI & Agentic AI in 2025

1. The AI Revolution Demands New-Age Skills

AI is becoming a core requirement in software development
Organizations need professionals who can build AI-driven applications
Generative AI is now a must-have skill for developers

Average Salary in India: ₹12–24 LPA
Global Average: $120,000+

2. AI Automation is Reshaping Businesses

Companies are replacing manual workflows with AI agents
Chatbots, copilots, and AI assistants are becoming mainstream
Automation using AI reduces operational costs by up to 60%

3. Multi-Cloud AI Requires AI Engineers

Enterprises use AWS, Azure, and GCP for AI workloads
Generative AI applications need cloud-native deployment
AI + Cloud + Automation is the most powerful career combo

4. AI Agents are the Future Workforce

Agentic AI enables:

Autonomous decision-making
Self-executing workflows
Smart assistants for enterprises
AI-powered DevOps automation

5. Demand for Prompt Engineering Experts

Writing effective AI prompts is now a premium skill
Organizations hire specialists just for AI optimization
Prompt Engineers are among the highest-paid AI professionals

6. AI Safety and Responsible AI are Critical

AI governance is becoming mandatory
Companies need experts in AI guardrails
Ethical AI implementation is a high-priority role

7. Future-Proof Career Opportunities

Top roles after this course:

Generative AI Engineer
AI Developer
Prompt Engineer
AI Automation Engineer
LLM Engineer
AI Solutions Architect

Career Opportunities After Generative AI Certification

The AI revolution has created unprecedented career opportunities for certified professionals. With almost every industry adopting AI, this certification opens doors to high-paying future-ready roles.

Top Career Paths After This Course

1. Generative AI Engineer

Responsibilities:

Build AI-powered applications
Work with LLMs and AI frameworks
Develop intelligent chatbots and copilots

Hiring Companies:
Google, Microsoft, TCS, Infosys, Accenture, AI startups

2. AI Automation Engineer

Responsibilities:

Build Agentic AI systems
Automate workflows using LLMs
Integrate AI with enterprise tools

Market Demand:
One of the fastest-growing AI roles worldwide

3. Prompt Engineer

Responsibilities:

Design advanced AI prompts
Optimize AI outputs
Reduce hallucinations
Improve AI performance

4. AI Application Developer

Responsibilities:

Build RAG-based AI systems
Develop AI-powered SaaS products
Deploy AI models in production

5. LLM Engineer

Responsibilities:

Fine-tune AI models
Work with open-source LLMs
Build domain-specific AI assistants

6. AI Solutions Architect

Responsibilities:

Design enterprise AI strategies
Lead AI transformation projects
Build scalable AI architectures

Essential Skills You Will Master in This Course

The Must-Have AI Skillset for 2025 Job Market

Mastering Generative AI requires more than theory. Our course focuses on complete practical expertise demanded by top employers.

Core Generative AI Skills (100% Essential)

Large Language Models (LLMs)
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
LangChain Framework
AI Agents Development
Multi-Modal AI Systems

Advanced AI Development Skills

Fine-tuning LLMs
LoRA / QLoRA / PEFT
Custom AI Applications
AI Model Evaluation
Guardrails & AI Safety
Hallucination Reduction

Cloud & DevOps for AI

Deploying AI on AWS/Azure
FastAPI / Flask
Docker & Containers
MLOps for Generative AI
Monitoring AI Applications

Industry Insight

89% of employers seek AI professionals with hands-on project experience
Certified Generative AI experts get 3x more interview calls
Practical AI skills = Higher salary packages

Internship & Placement Support for AI Certification Graduates

At Cambridge Infotech, we don’t just train you in AI – we build your career.

Our Placement Support Includes:

Guaranteed Internship on live AI projects
Dedicated Placement Cell with 300+ hiring partners
Resume & LinkedIn Optimization
Mock Interviews with AI experts
Exclusive AI Job Portal Access

Recent Placement Stats:

92% placement rate within 3 months
Average salary: ₹10–18 LPA
Top recruiters: Accenture, IBM, AI startups, product companies

Why Choose Cambridge Infotech for Generative AI Training?

7 Reasons We’re Bangalore’s Best AI Training Institute

Industry-Aligned AI Curriculum
Expert AI Trainers (10+ years experience)
100% Hands-on Practical Training
Real-Time AI Projects
Placement-Focused Program
Flexible Online & Classroom Batches
Trusted by 10,000+ Students

Who Should Take This Course?

This program is perfect for:

→ IT Professionals

Software Developers
Data Analysts
Cloud Engineers
Automation Engineers

→ Students & Freshers

Engineering Graduates
AI Enthusiasts
Career Switchers

→ Working Professionals

DevOps Engineers
Data Scientists
Project Managers
Business Analysts

Ready to Launch Your AI Career?

Limited-Time Offers for 2025 Enrollments!

Talk to a Career Advisor: 099024 61116
Bangalore – Online & Classroom Batches Available

Join Now – Become a Certified Generative AI & Agentic AI Expert!

Whether you’re a beginner looking to learn the basics or an experienced user seeking to enhance your skills, this course will help you unlock the full potential of Photoshop for your creative projects. Our Adobe Photoshop course offers a comprehensive curriculum that covers the essential skills and techniques required to work confidently with Photoshop. Through hands-on exercises, practical projects, and expert instruction, participants will gain the knowledge and confidence to create stunning visuals and graphics using Photoshop.

Generative AI + Agentic AI Course Content

Foundations – ML, DL & NLP Essentials (12 Hours)

1. Machine Learning Fundamentals (4 Hours)
 What is Machine Learning? (Supervised vs Unsupervised vs Self-Supervised)
 Overfitting vs Underfitting
 Bias–Variance Tradeoff
 Evaluation Metrics
 Why ML concepts matter for LLMs
2. Deep Learning Essentials (4 Hours)
 Why Deep Learning over Traditional ML
 Neural Networks – High-level intuition
 Why Transformers replaced RNNs/CNNs in NLP
3. NLP Fundamentals (Pre-LLM Era) (4 Hours)
 What is Natural Language Processing?
 Text Preprocessing
 Bag of Words, TF-IDF (limitations)
 Word Embeddings (Word2Vec, GloVe – intuition)
 Sequence Modeling
 Limitations of traditional NLP → Why LLMs emerged

LLMs & Ecosystems (6 Hours)

 NLP → Transformers → LLMs
 Pre-training, Instruction Tuning & RLHF
 Tokenization & Context Windows
 Embeddings & Use Cases
 Popular LLMs (GPT, Claude, LLaMA, Mistral, Gemini)
 Open-source vs Closed Models
 Capabilities & Limitations
 Hallucinations in LLMs

Prompt Engineering (6 Hours)

 Prompting Fundamentals
 Zero-shot, One-shot & Few-shot
 System, User & Assistant Roles
 Prompt Templates
 Chain-of-Thought
 ReAct Prompting
 Structured Outputs (JSON, Tables, Code)
 Prompt Chaining
 Hallucination Reduction
 Prompt Testing & Versioning

Retrieval-Augmented Generation - RAG (20 Hours)

 RAG Need & Architecture
 Document Loading & Cleaning
 Chunking Strategies
 Embedding Models
 Vector Databases (FAISS, Pinecone, Chroma, Weaviate)
 Similarity Search
 Metadata Filtering
 Query Expansion & Re-ranking
 Context Optimization
 RAG Failures & Fixes

LLM Fine-Tuning (16 Hours)

 Fine-Tuning vs Prompting vs RAG
 Supervised Fine-Tuning
 LoRA, QLoRA, PEFT
 Instruction & Chat Tuning
 Dataset Creation
 Training Pipelines
 Open-source Model Tuning
 Evaluation
 Overfitting & Alignment

LangChain & Agentic AI (18 Hours)

 LangChain Core Concepts
 Chains & Prompt Templates
 Tools & Function Calling
 Memory Types
 Agents & Architectures
 ReAct & Planning Agents
 Multi-step Execution
 Error Handling
 Observability & Debugging

Multi-Modal RAG (18 Hours)

 Multi-Modal AI Fundamentals
 Multi-Modal Embeddings
 Image & Text Retrieval
 Vision-Language Models
 Vector Databases for Multi-Modal Data
 Cross-Modal Search
 Document AI (PDFs, Scans)
 Industry Use Cases
 Optimization Challenges

LLM Evaluation, Safety & Guardrails (6 Hours)

 Evaluation Challenges
 Human vs Automated Evaluation
 Metrics (BLEU, ROUGE, BERTScore)
 LLM-as-a-Judge
 Hallucination Detection
 Guardrails
 Prompt Injection Attacks
 Bias & Toxicity
 Red Teaming
 Responsible AI

MLOps – End to End Project Session (18 Hours)

 MLOps Lifecycle for GenAI
 Experiment Tracking
 Data Versioning
 CI/CD Pipelines
 Drift Detection
 Cost Optimization
 Security
 MLOps Tools

Deployment (12 Hours)

 Model Serving Strategies
 REST & Streaming APIs
 Docker & Containers
 Flask / FastAPI APIs
 Scaling & Load Balancing
 Latency Optimization
 Caching
 Cost Control
 Monitoring & Incident Management

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What you'll learn

Introduction to Generative AI & LLMs
Foundations of AI, Large Language Models, Transformers, and real-world AI applications

Professional AI Development Skills
Building AI-powered applications | Prompt engineering | Chatbot development | AI assistants

LLM Essentials
Understanding GPT, LLaMA, Gemini | Tokenization | Context windows | AI model capabilities

AI-Powered Workflows
Prompt chaining | Chain-of-Thought reasoning | ReAct prompting | Structured AI outputs

Retrieval-Augmented Generation (RAG)
Document processing | Vector databases | Embeddings | Knowledge-based AI systems

Agentic AI Development
Building autonomous AI agents | LangChain | Function calling | Multi-step automation

Advanced Techniques
Fine-tuning LLMs | LoRA/QLoRA | Model optimization | AI evaluation methods

Multi-Modal AI Systems
Text + Image AI | Vision-language models | Multi-modal RAG applications

Career Boosting Skills
AI project portfolio building | Industry best practices | Real-time AI problem solving

Real-World Projects
Custom AI chatbot | Enterprise RAG system | AI automation agent | Multi-modal AI app

Certification Preparation
Industry-recognized Generative AI + Agentic AI certification readiness

Client Work Flows
Enterprise AI implementation | Requirement gathering | AI solution design

Deployment & MLOps
FastAPI integration | Docker deployment | Monitoring AI applications

Pricing and Contract
AI project estimation | Client proposals | AI consulting workflows

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Testimonials: Hear From Our Happy Students

Discover why we’re the top choice! Dive into our reviews and see why students love us. Join us today and experience excellence firsthand!

The Voice of Success: Explore Our Student Testimonials

Generative AI + Agentic AI Course at Cambridge Infotech was excellent. The instructors were very knowledgeable and provided clear, detailed explanations. course content was comprehensive and covered all the essential tools and techniques. hands-on projects were very helpful in applying what we learned.

I had a great experience with the Generative AI + Agentic AI Course at Cambridge Infotech. Trainers were engaging and made complex topics easy to understand. Course materials were detailed and very useful. Practical exercises and real-world examples greatly enhanced my skills.

Cambridge Infotech’s Generative AI + Agentic AI Course exceeded my expectations. Instructors provided in-depth knowledge and practical tips. Course content was thorough and well-structured. Hands-on projects helped me build a strong understanding of Photoshop tools.

Generative AI + Agentic AI Course training at Cambridge Infotech was highly informative. Instructors were very professional and provided detailed feedback on our work. Course materials were comprehensive and well-organized. The interactive sessions and group projects were particularly beneficial.

I highly recommend the Generative AI + Agentic AI Course at Cambridge Infotech. Trainers were experienced and provided valuable insights into the software. Course was well-organized and covered all the necessary topics. The practical projects were especially useful in honing my skills.

Attending the Generative AI + Agentic AI Course at Cambridge Infotech was a great decision. Trainers were very supportive and addressed all our queries. Course content was exhaustive and covered a wide range of Photoshop tools and techniques. Practical exercises helped me apply the concepts effectively.

Generative AI + Agentic AI Course at Cambridge Infotech was excellent. The trainers were very engaging and made learning fun. Course included plenty of real-life examples and case studies, which helped in understanding the material better. I felt well-prepared to use Photoshop in my work.

I had a wonderful experience with the Generative AI + Agentic AI Course at Cambridge Infotech. Instructors were knowledgeable and provided clear explanations of the tools. Course materials were detailed and useful. The hands-on activities and group projects were particularly beneficial.

I'm grateful for the opportunity to learn Generative AI + Agentic AI Course at Cambridge Infotech. our instructor, made each class interactive and engaging.

Learning Generative AI + Agentic AI Course at Cambridge Infotech was a wonderful experience. Course was very detailed, covering all essential aspects of Photoshop. Trainers were patient and provided great support throughout the course. I now feel confident in using Photoshop for my projects.

Cambridge Infotech’s Generative AI + Agentic AI Course was excellent. Instructors were very knowledgeable and provided clear, concise instructions. Practical exercises were very helpful in understanding the concepts. I would definitely recommend this course to anyone looking to improve their Photoshop skills.

I had a great time learning Generative AI + Agentic AI Course at Cambridge Infotech. The course content was thorough and well-organized. The trainers were very supportive and provided excellent feedback on our work. I feel much more proficient in Photoshop now.

Generative AI + Agentic AI Course at Cambridge Infotech was outstanding. The instructors were very experienced and provided practical insights that were very useful. The hands-on sessions were very effective in helping us apply what we learned. I highly recommend this course.

I found the Generative AI + Agentic AI Course training at Cambridge Infotech to be very comprehensive and engaging. The instructors were very knowledgeable and always willing to help. The course included many practical exercises that were very beneficial. It was a great learning experience.

Generative AI + Agentic AI Course at Cambridge Infotech exceeded my expectations. Instructors were very professional and provided clear explanations of all concepts. The practical assignments were very helpful in understanding the material. I would highly recommend this course.

Cambridge Infotech’s Generative AI + Agentic AI Course was fantastic. The instructors were very knowledgeable and provided excellent guidance throughout the course. Hands-on exercises were very useful in applying the concepts learned. I feel much more confident in my Photoshop skills now.

I had a wonderful experience learning Generative AI + Agentic AI Course at Cambridge Infotech. Course was very detailed and covered all essential aspects of Photoshop. The instructors were very supportive and provided excellent feedback on our work. I highly recommend this course.

Generative AI + Agentic AI Course training at Cambridge Infotech was excellent. Instructors were very experienced and provided clear, concise explanations. The practical sessions were very helpful in reinforcing the concepts learned. I would definitely recommend this course.

I thoroughly enjoyed the Generative AI + Agentic AI Course at Cambridge Infotech. Instructors were very knowledgeable and provided great support throughout the course. Curriculum was well-designed, and the practical sessions were very beneficial. It was a great learning experience.

Generative AI + Agentic AI Course at Cambridge Infotech was a fantastic experience. Instructors were very professional and provided excellent guidance. The practical exercises were very effective in helping us understand the material. I highly recommend this course to anyone looking to learn Photoshop.

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Frequently Asked Questions

Got questions? We’ve got answers! Explore our FAQ section to find solutions to common queries. Dive in now!

What is the Generative AI + Agentic AI Course?

The Generative AI + Agentic AI Course is a comprehensive training program that teaches you how to build AI-powered applications using Large Language Models (LLMs), Prompt Engineering, RAG, LangChain, and autonomous AI agents. The course focuses on hands-on learning with real-world projects.

Who can join this Generative AI and Agentic AI Course?

This course is ideal for software developers, data analysts, IT professionals, students, freshers, and anyone interested in building AI applications. Basic knowledge of Python and AI concepts is recommended but not mandatory.

What are the prerequisites for learning Generative AI?

The basic prerequisites include:

Python programming
Machine Learning fundamentals
Deep Learning basics
NLP fundamentals
Even if you are new, foundational concepts are covered in the course.

Will I get hands-on training in this course?

Yes. This is a 100% practical-oriented course with live coding sessions, real-time projects, case studies, and industry-level assignments to ensure job-ready skills.

What tools and technologies will I learn?

You will learn:

Large Language Models (GPT, LLaMA, Gemini)
Prompt Engineering
LangChain
Vector Databases
RAG Systems
FastAPI, Docker
AI Agents and Automation Tools

Is certification provided after course completion?

Yes. You will receive an industry-recognized Generative AI + Agentic AI Certification upon successful completion of training and projects.

What kind of projects will I work on?

You will work on real-world projects such as:

AI Chatbot Development
Enterprise RAG System
Multi-Modal AI Application
AI Automation Agent
Knowledge-based AI Assistant

Do you offer online and classroom training options?

Yes. We provide flexible learning modes including:

Online live training
Classroom training in Bangalore
Weekend and weekday batches

You can choose the schedule that best fits your needs.

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Generative AI + Agentic AI Course Info

Generative AI + Agentic AI Certification Course in Bangalore

What is Generative AI & Agentic AI? – The Future of Intelligent Automation

Why Learn Generative AI & Agentic AI in 2025? – The Ultimate Career Accelerator

The Unstoppable Rise of AI in Modern IT

Key Statistics That Prove AI’s Dominance

7 Compelling Reasons to Master Generative AI & Agentic AI in 2025

1. The AI Revolution Demands New-Age Skills

2. AI Automation is Reshaping Businesses

3. Multi-Cloud AI Requires AI Engineers

4. AI Agents are the Future Workforce

5. Demand for Prompt Engineering Experts

6. AI Safety and Responsible AI are Critical

7. Future-Proof Career Opportunities

Career Opportunities After Generative AI Certification

Top Career Paths After This Course

1. Generative AI Engineer

2. AI Automation Engineer

3. Prompt Engineer

4. AI Application Developer

5. LLM Engineer

6. AI Solutions Architect

Essential Skills You Will Master in This Course

The Must-Have AI Skillset for 2025 Job Market

Core Generative AI Skills (100% Essential)

Advanced AI Development Skills

Cloud & DevOps for AI

Industry Insight

Internship & Placement Support for AI Certification Graduates

Our Placement Support Includes:

Recent Placement Stats:

Why Choose Cambridge Infotech for Generative AI Training?

7 Reasons We’re Bangalore’s Best AI Training Institute

Who Should Take This Course?

→ IT Professionals

→ Students & Freshers

→ Working Professionals

Ready to Launch Your AI Career?

Limited-Time Offers for 2025 Enrollments!

Generative AI + Agentic AI Course Content

What you'll learn

Prerequisites for Learning Generative AI & Agentic AI –

Testimonials: Hear From Our Happy Students

The Voice of Success: Explore Our Student Testimonials

Frequently Asked Questions

Adobe Photoshop Course Corporate Training

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Upcoming Batch - Adobe Photoshop Course

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Mon (Mon-Fri)

WEEKDAYS BATCH

10:00 am (IST)

(Class 1hr - 1:30Hrs)/Per Session

01/08/2025

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