Become job-ready in AI, ML, GenAI & Agentic AI with 8 certifications.

A 24-week, hands-on program covering machine learning, generative AI, agentic frameworks, and MLOps across AWS and Azure. Built for AI enthusiasts, data professionals, project managers, and career switchers who learn by building 20+ real-world projects and 130+ hands-on labs, not by watching slides.

24 weeks· Live sessions· 8 AWS & Azure certifications· 20+ real-world projects· 130+ hands-on labs· 1-year access & support
46,000+ professionals trained
130+ hands-on labs
20+ real-world projects
8 AWS & Azure certifications
4.6/5 on Trustpilot · 267+ reviews

Our coaches and alumni work at these companies

JPMorgan
Microsoft
Accenture
Wipro
TCS
Infosys
Capgemini
PwC
Red Hat
AT&T
BNY
Spectrum
WTW
TD
Verified reviews

What our learners say

4.6 Trustpilot & Google
Is this for you?

Who should enroll in this program.

AI Enthusiasts & Researchers
Deepen your understanding of cutting-edge technologies and experiment with real-world AI/ML models, prompt engineering, and generative platforms in guided labs.
Data Analysts & Scientists
Advance your analytical capabilities by mastering machine learning, generative AI, and agentic frameworks to create actionable insights and automate data-driven workflows.
Project Managers & Tech Leads
Bridge business and technical teams by gaining foundational AI/ML knowledge and hands-on experience managing AI initiatives for digital transformation projects.
Fresh Graduates & Career Switchers
Driven to enter the high-growth world of AI/ML with global certifications, guided projects, and hands-on labs.
AI/ML/GenAI/Agentic AI Career Roadmap

One journey. Four skill layers.
All 8 certifications included.

Your step-by-step path to becoming job-ready in cloud-powered artificial intelligence and machine learning. You'll start from the fundamentals and move into deep learning, generative AI, agentic frameworks, and MLOps, all while practicing on 20+ real-world projects and 130+ hands-on labs, and preparing for eight top AWS & Azure certifications.

Layer 1: Foundations for Everyone
For Everyone
AI/ML Concepts
Master core AI/ML topics such as supervised and unsupervised learning, model evaluation, neural networks, and generative AI workflows.
For Everyone
Cloud Fundamentals
Develop a strong foundation in cloud computing, with a focus on AWS and Azure platforms, and learn how to leverage their services for AI solutions.
For Everyone
Programming Essentials
Start with Python, the language of choice for AI/ML projects, and gain experience in writing scripts for data manipulation, automation, and analysis.
For Everyone
Step-by-Step Learning
Progress from AI fundamentals to advanced concepts, including AI model deployment, cloud infrastructure management, DevOps for AI, and multi-cloud integration.
For Everyone
Hands-On Tools
Get practical experience with cutting-edge tools like AWS Bedrock, AWS Rekognition, AWS Lex, Azure AI Foundry, Azure Machine Learning and more, ensuring you're ready for real-world challenges in AI.
Layer 2: AWS AI/ML Stack

Work hands-on across AWS's AI, ML, and data pipeline services, from foundation models in Bedrock to fully managed ML with SageMaker.

Tools & Services Covered
Amazon Bedrock Amazon SageMaker SageMaker Studio & Canvas SageMaker Pipelines Amazon Rekognition Amazon Polly Amazon Lex AWS Comprehend AWS Translate AWS Transcribe AWS Kendra AWS Fraud Detector AWS Glue Apache Spark Amazon S3 Kinesis
Layer 3: Azure AI/ML Stack

Move across the Azure AI ecosystem, from Azure OpenAI and AI Foundry to Azure Machine Learning's full model lifecycle.

Tools & Services Covered
Azure AI Foundry Azure Machine Learning Azure OpenAI Azure AI Search Azure AI Video Indexer Azure Computer Vision Azure AI Language Azure Document Intelligence Azure ML Designer Azure ML Automated ML (AutoML) Semantic Kernel SDK Azure Blob Storage
Layer 4: Generative AI, Agentic AI & MLOps

Bring it together with the frameworks powering modern GenAI apps and autonomous agents, plus the MLOps tooling to ship and monitor it all.

Tools & Frameworks Covered
LangChain CrewAI LangGraph AutoGen n8n OpenAI GPT Hugging Face TensorFlow PyTorch Scikit-learn MLflow Docker Python (Matplotlib, Seaborn)
⚡ Included for Everyone
8 Globally Recognized Certifications
Earn AWS and Azure credentials that make your profile stand out to top employers, woven into the roadmap above as you complete each layer.
Your portfolio, on GitHub

20 real-world AI/ML, GenAI & Agentic AI projects.

Not toy scripts. Each one is built across AWS and Azure the way real teams ship from SageMaker and Bedrock to Azure OpenAI, LangChain, and autonomous agents.

Project 01

Predict University Admission using Amazon SageMaker Canvas

Leverage Amazon SageMaker Canvas to build a machine learning model that predicts university admission outcomes based on student data.

SageMaker Canvas
Project 02

Housing Price Prediction with Amazon SageMaker Autopilot

Use SageMaker Autopilot to automatically build and deploy a model that predicts housing prices based on various features like location and property type.

SageMaker Autopilot
Project 03

Real-Time Stock Data Processing

Implement a real-time data processing pipeline to track and analyze stock market data, providing immediate insights and predictions.

Real-Time Data
Project 04

Credit Card Fraud Detection Using Amazon SageMaker

Build a machine learning model on SageMaker to detect fraudulent credit card transactions by analyzing transaction patterns.

Amazon SageMaker
Project 05

Building an End-to-End MLOps Pipeline using AWS SageMaker

Design and implement a complete MLOps pipeline in AWS SageMaker to automate model training, deployment, and monitoring.

AWS SageMakerMLOps
Project 06

Build RAG using AWS Bedrock & SageMaker Notebook

Create a Retrieval-Augmented Generation (RAG) model that integrates with AWS Bedrock and SageMaker Notebook for efficient data retrieval and text generation.

AWS BedrockRAG
Project 07

Chatbot Using Azure AI Search and OpenAI With Our Own Data

Develop a customized chatbot using Azure AI Search and OpenAI's models to process and respond to user queries based on your own data.

Azure AI SearchOpenAI
Project 08

Synthetic Data Generation with LLM

Generate synthetic data using Large Language Models (LLMs) to augment training datasets for machine learning projects.

LLM
Project 09

Building RAG Application With Langchain

Create a Retrieval-Augmented Generation (RAG) application using Langchain to improve the retrieval and generation of relevant content for various use cases.

LangChainRAG
Project 10

AI-Enhanced Advertisement Generation

Use AI to automate the creation of targeted advertisements, enhancing their relevance and effectiveness based on user behavior and preferences.

Generative AI
Project 11

Multi-Tasking Agent with Azure OpenAI

Develop a multi-tasking AI agent using Azure OpenAI to handle various tasks like text generation, data analysis, and decision-making based on user input.

Azure OpenAIAI Agent
Project 12

Movie Recommender with Azure ML

Create a machine learning model using Azure ML to recommend movies to users based on their preferences and viewing history.

Azure ML
Project 13

Predicting Diabetes using Azure ML

Build a machine learning model with Azure ML to predict the likelihood of diabetes in individuals based on medical and lifestyle data.

Azure MLHealthcare
Project 14

Credit Card Fraud Detection with Azure ML

Implement a fraud detection model on Azure ML to identify and prevent fraudulent credit card transactions by analyzing transaction data patterns.

Azure ML
Project 15

Building an End-to-End MLOps Pipeline using Azure DevOps & ML

Design and deploy a fully automated MLOps pipeline using Azure DevOps and Azure ML for seamless model training, deployment, and monitoring.

Azure DevOpsMLOps
Project 16

Autonomous HR Agent for Employee Onboarding

Develop an AI-powered HR agent using Azure tools to autonomously manage the employee onboarding process, from document handling to training schedules.

AI AgentAzure
Project 17

AI-Powered Financial Advisor Agent

Create an intelligent financial advisor using Azure ML to provide personalized financial recommendations and investment strategies based on user data.

Azure MLAI Agent
Project 18

AI Agent for Legal Document Analysis

Build an AI agent that analyzes legal documents, extracts key information, and provides insights, leveraging Azure ML and OpenAI models.

Azure MLOpenAI
Project 19

AI Agent for Healthcare Diagnostics Assistance

Design an AI agent to assist healthcare professionals in diagnosing medical conditions by analyzing patient data and providing diagnostic suggestions.

AI AgentHealthcare
Project 20

AI Agent for E-commerce Customer Support

Implement a conversational AI agent for e-commerce platforms to provide personalized customer support, answer queries, and assist with product recommendations.

AI AgentE-commerce
Real transitions. Real offers.

They got the job.
Here's how.

Public reviews from K21 Academy learners who landed AI/ML roles real names, verified on Google and Trustpilot.

Trustpilot

K21 Academy: The Real Deal for Tech Leaders Transitioning into AI/ML and Cloud

As a VP of Software Engineering making a deliberate career transition into AI/ML and Cloud leadership, I've been extremely selective about where I invest my time and money. Enrolling in K21 Academy's AI/ML/GenAI/Agentic AI Track Program has been one of the best professional decisions I've made this year. Since joining, I've completed four courses Python, Mastery Gen AI, Agentic AI, and MLOps in AWS and successfully passed three Microsoft certification exams: AI-900, AZ-900, and AB-731. What sets K21 apart is the depth of knowledge their trainers bring. The hands-on projects on both Azure and AWS gave me practical experience that actually shows up on a resume and in interviews.

MO
Marcos Oliveira
VP of Software Engineering · California, USA
Google

A one-stop-shop for a great AI/ML career transition experience

K21 Academy is a great professional institution to meet your AI/ML career aspirations, and has the right training, courseware and job application, interview and placement support to help students achieve their goals. I particularly like the quality and depth of the faculty's knowledge, so conducive to learning. With AI/ML growing at such a rapid pace, it is imperative that we get connected with the right industry professionals who bring their experience and expertise to help students transition into a meaningful AI/ML career.

SS
Sanjeev Saksena
AI/ML Career Transition
Trustpilot

One of the best learning and professional growth experiences

I am 3 weeks into the AI/ML program. The support is extremely awesome for labs, doubts and even resume updates. Atul Sir is always available to address your concerns and provide career guidance. I am extremely impressed with all the live class teachers. The job and resume support is great. The team creates a custom game plan / learning path for everyone. The real world project experiences and hands-on lab experience is a key differentiator it sets this program apart from anything else I've tried.

GP
Gaj Paranjape
AI/ML Program · USA
Trustpilot

K21 Academy gave me clarity and confidence in my AI journey

I joined K21 Academy at a time when I felt stuck and unsure about my career direction. Connecting with Shahid was a turning point. He gave me clarity, practical guidance, and renewed confidence. One of K21 Academy's biggest strengths is its AI curriculum. The content is exhaustive and serves as a one-stop shop for AI and ML. I enrolled in the Full Stack AI program across multiple cloud platforms, and despite the significant time commitment, I haven't regretted it for a single moment.

GB
Gunita Bajaj
Full Stack AI Program · USA
Trustpilot

K21 Experience AI/ML Track gave me direction

I recently joined the AI/ML track course at K21 Academy and it has been a really helpful experience. When I first started learning AI and AWS, I was quite confused about where to begin and what direction to take. The structured curriculum, supportive mentors, and proper guidance have given me a lot of clarity. I also had a very positive experience working with Supriya at K21 Academy. She took the time to truly listen to my concerns and challenges, and I really appreciated her patience and attention to detail. I now feel more confident in my learning journey.

RS
Rahul Syal
AI/ML Learner · India
Google

From non-technical background to confident AI learner

I decided to explore AI as part of a career change, but coming from a non-technical background made me hesitant to enroll in any course. With the encouragement and support of my husband, I joined K21 Academy run by Atul Kumar and I'm really glad I did. The course is well-structured, catering to both beginners and advanced learners. What stands out the most is the thoughtful design of the program and the strong support system provided by the team. The emphasis on hands-on experience truly enhances the learning process.

MV
Monica Varry
AI Career Changer
Hear it directly from them

Video stories from K21 learners.

Real K21 Academy learners on how they moved into high-paying AI, Data & Cloud roles. Tap any video to play.

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Winifred Job offer in Canada
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Poulami Beginner → Cloud Architect
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Meghana Career gap → working with BT
Rajalakshmi Career gap → Job @ Infosys
Kwame Job offer, relocated to USA
What the program includes

Everything from skill-building to a job offer, in one system.

This is not a video library. It is a job-outcome system.

Weekly Live Interactive Sessions

Learn directly from experts, ask questions, and stay on track with your learning. These are not pre-recorded videos.

20+ Projects & 130+ Hands-On Labs

Build a portfolio of industry-focused projects from fraud detection systems and GenAI chatbots to agentic HR and financial-advisor agents demonstrating proof of capability to hiring managers.

8 Globally Recognized Certifications

Earn AWS and Azure credentials that make your profile stand out to top employers, with 500+ practice Q&A's to help you prepare.

Career Support & Extras

Personalized resume reviews, LinkedIn optimization, mock interviews, and access to career mentoring, so you can confidently present your skills and secure offers.

Expert Mentorship & 1-Year Support

Get support from AI/ML cloud experts, plus a full year of unlimited access to training materials, labs, and recordings so you can revisit topics whenever needed. Ongoing guidance continues even after you get the job.

A Proven Roadmap

Designed by Atul, who has 20+ years of IT experience, our structured path takes you from beginner to certified professional with query support anytime via WhatsApp, ticketing, or live Q&A.

⚡ Next cohort filling fast limited seats available. Early applicants get priority placement.

Job-Oriented Program

One program.
Apply to get started.

Submit your application to see if you qualify.

24-Week Program
AI/ML/GenAI/Agentic AI Job-Oriented Program
The full job-outcome system
  • Weekly LIVE interactive sessions
  • 130+ hands-on labs
  • 20+ real-world AI/ML, GenAI & Agentic AI projects on GitHub
  • 500+ practice Q&A's
  • 8 AWS & Azure certifications, exam prep included
  • Resume + LinkedIn rebuild for AI/ML roles
  • Mock technical interviews + career mentoring
  • 1-year unlimited access to materials, labs & recordings
  • Query support via WhatsApp, ticketing & live Q&A
  • 100% job placement support
APPLY NOW
6-Month Money-Back Guarantee

The guarantee: 6 months. Love it or leave it.

Your decision is protected. Do the work, and if it doesn't deliver, you get your money back.

Complete all hands-on labs and projects
Apply to a minimum of 50 AI/ML–relevant roles
Get your resume reviewed by K21's team
Ask for support when you need it don't go silent

Did all that and still not satisfied? Full refund. Action-based, six months, no fine print.

Job outcomes

They got hired.
Here's what they said.

Every one of these learners came to K21 Academy with a goal. Every one of them shipped real projects, landed interviews, and got hired.

"

I'm thrilled to share that I've recently landed a role as a Generative AI Engineer. The hands-on projects let me confidently describe an end-to-end AI solution in the interview. The interviewer was genuinely impressed.

S
Steve
Generative AI Engineer
✓ Google review verified
"

I've successfully landed a job as an AI Engineer. Worked hands-on with cloud AI services and foundation models. Later received a second offer as a Generative AI Engineer. K21 gave me the skills and confidence to choose.

DD
Debasish Dash
AI Engineer → Generative AI Engineer
✓ Google review verified
"

I have finally secured a contract-to-hire role as a Generative AI Engineer. I was deploying a RAG pipeline to a web app during the actual hiring process. The projects I built at K21 were exactly what the company needed.

II
Ike Imala
Generative AI Engineer (contract-to-hire)
✓ Google review verified
"

Excited to share that I have successfully passed my AI certification exam! A big thank you to the K21 Academy team for their excellent training, well-structured course content, and continuous support. I highly recommend K21 Academy to anyone preparing for AI/ML certifications.

AA
Adnan Ahmed
AI/ML Engineer, Certified
✓ Trustpilot verified
Common questions

Before you enroll.

YouTube is free. Why pay for this?
YouTube gives you fragments. This program gives you a structured, progressive system: 130+ guided labs, weekly live sessions where you build alongside AI/ML experts, 20+ real-world projects you can show employers, 8 AWS & Azure certifications with exam prep, resume optimization, mock interviews, and career mentoring throughout.
Who should enroll in this program?
AI enthusiasts and researchers, data analysts and scientists, project managers and tech leads bridging business and technical teams, and fresh graduates or career switchers looking to enter the high-growth world of AI/ML with global certifications and hands-on projects.
How long is the program?
24 weeks of intensive live training. You also get 1-year unlimited access to training materials, labs, and recordings, so you can revisit topics at your own pace.
Is your training live or recorded?
Live. Every session is a real-time interactive cohort taught by expert instructors, where you can ask questions and get feedback on your work. Recordings are included as part of your 1-year course access.
What tools will I learn?
Across AWS: Amazon Bedrock, SageMaker, Rekognition, Polly, Lex, Comprehend, Translate, Transcribe, Kendra, Fraud Detector, Glue, and Kinesis. Across Azure: Azure AI Foundry, Azure Machine Learning, Azure OpenAI, Azure AI Search, Computer Vision, AI Language, Document Intelligence, and the Semantic Kernel SDK. Plus GenAI & agentic frameworks LangChain, CrewAI, LangGraph, AutoGen, n8n, TensorFlow, PyTorch, Scikit-learn, Hugging Face, MLflow, and Docker.
What job roles can I apply for after completing the program?
AI/ML Engineer, GenAI Specialist, Agentic AI Developer, MLOps Engineer, and Cloud Data Scientist roles.
Do you offer job placement support?
Yes 100% job placement support, including personalized resume reviews, LinkedIn optimization, mock interviews, and access to career mentoring so you can confidently present your skills and secure offers.
What if I get stuck or have questions?
You get query support anytime via WhatsApp, our ticketing system, or during live Q&A sessions plus 24/7 access to AI/ML cloud experts for mentorship.
How many labs, projects, and practice questions are included?
130+ hands-on labs, 20+ real-world projects, 200+ videos, and 500+ practice Q&A's across the full curriculum.
Are installment options available?
Flexible payment options may be available. Submit the application to see which option you qualify for.

Ready to become AI/ML, GenAI & Agentic AI job-ready?

Join the next cohort and build the skills, 8 certifications, and job-placement support system that gets you hired.

APPLY NOW

★ 4.6/5 on Trustpilot · 267+ reviews · 6-month money-back guarantee

AI/ML/GenAI/Agentic AI Job-Oriented Program (8 Certifications) by K21 Academy