Advanced Machine Learning Program with Agentic AI — Taught by FAANG+ Experts

Master ML, Deep Learning, and AI Agents with hands-on projects—plus FAANG+ interview prep to land your dream AI/ML job

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Tools you’ll learn

Detailed Curriculum

Programming with Python

Fundamentals of Agentic AI & Databases

Mathematics for ML

Classical Machine Learning

Deep Learning

Applied Generative AI & Agentic AI

MLOps & AI System Design

Capstone Project

Interview Preparation

Support Period

The curriculum is constantly being updated as per industry developments and is subject to change.

Capstone Projects

Up to 10 Capstone Projects from those you would work on with guidance from instructors to those you would work on your own.

StyleLens (Guided or Self-led)

  • DL-based fashion image retrieval system that lets users upload pictures and get recommendations.
  • Industry use cases: e-Commerce & Retail in Fashion, Beauty, Interior Design, Furniture, Appliances, Kitchenware, and more.

Binsense AI (Guided or Self-led)

  • Computer Vision-based item and quantity validation system for efficient and effective inventory management.
  • Industry use cases: Warehousing & Logistics, Retail, Manufacturing, E-Commerce Fulfillment Centers, Grocery & Supermarkets, Pharma Inventory, Automotive Parts Storage and more

Trendsetter AI (Guided)

  • A recommender system for Social Media influencer that leverages LLMs & Graph ML.
  • Industry use cases: Influencer Marketing Platforms, Digital Advertising, E-Commerce & D2C Brands, Media & Entertainment, Fashion & Lifestyle, Talent Management Agencies and more

SmartShop AI Assistant (Guided)

  • Personalized e-commerce experience offering product recommendations, comparisons and real-time assistance.
  • Industry use cases: E-Commerce & Online Retail, Fashion & Apparel, Consumer Electronics, Home & Kitchen, Beauty & Personal Care, Travel & Booking Platforms, Marketplace Platforms and more

Blue Horizon AI Concierge (Guided)

  • A seamless, AI-driven customer service bot that offers personalized hospitality services.
  • Industry use cases: Hotels & Resorts, Airlines & Airports, Cruise Lines, Luxury Travel, Vacation Rentals, Event Management, Corporate Hospitality and more

HealthSense AI (Guided)

  • A comprehensive healthcare companion enhancing patient care and hospital operations.
  • Industry use cases: Hospitals & Clinics, Telemedicine Platforms, Elderly & Home Care Services, Health Insurance Providers, Diagnostic Centers, Mental Health Support, Medical Device Companies and more

CyberShield AI (Guided)

  • A cybersecurity conversational agent to perform PII masking & advanced PII protection with multi-modal capabilities.
  • Industry use cases: Cybersecurity Operations, Financial Services, Healthcare & Pharma, Legal & Compliance, Government & Defense, Enterprise IT, Cloud Security Platforms and more.

Mediwatch (Self-led)

  • A predictive model to assess and anticipate the likelihood of readmission based on the patient data.
  • Industry use cases: Hospitals & Healthcare Networks, Health Insurance Providers, Post-Acute Care Facilities, Remote Patient Monitoring, Chronic Disease Management Programs, Telehealth Platforms, Public Health Agencies and more.

VisionAssist (Self-led)

  • A smart voice assistant to locate misplaced belongings using signal procession and tracking systems.
  • Industry use cases: Smart Homes, Elderly Care Facilities, Healthcare & Assisted Living, Consumer Electronics, Travel & Hospitality, Office & Workspace Management, Warehousing & Logistics and more.

AI Resume Coach (Self-led)

  • A system that can compare a resume to a job posting and assess whether the position is a good fit.
  • Industry use cases: Recruitment Platforms, Career Coaching Services, HR Tech Solutions, Job Portals, University Career Centers, Staffing Agencies, Outplacement Services and more.

Capstone Projects are subject to change as per industry inputs.

Why Choose Interview Kickstart Machine Learning Course

Built for the GenAI era — Agentic AI, modular, practical, and job-ready.

Exceptional Value:

End-to-end ML program plus ML interview prep—delivered by FAANG+ experts, bundled into one all-inclusive experience.

Hands-On Assignments:

Practice-heavy structure with 50+ live coding notebooks, 50+ post class assignments, and hands-on experimentation in real ML tasks.

Project-first Learning:

4 Mini Projects and 10 unique Capstone Projects to build a strong portfolio in practical application of ML/GenAI/Agentic AI to business use cases.

Elite Instruction:

Opportunity to learn from 700+ top-tier instructors and mentors from FAANG+, bringing cutting-edge industry insight and expertise.

Comprehensive Curriculum:

Covers everything from Python and Classical ML to NLP, CV, RL, and modern ML architectures, including advanced GenAI and Agentic AI.

Built for What Recruiters Want:

Dedicated modules on building agents, multi-agent orchestration, RAG pipelines, deployment, and maintenance

Who Is Eligible for This Course?

This program is not ideal for professionals with no current hands-on coding experience.

Software Engineers:

Fullstack, Frontend Backend, Test engineers, Tech Managers/Professionals with active coding background

Tech professional (STEM)

who are active coders having basic or no understanding of ML Engineering and looking to master this domain

Recent college graduates/final year undergrads (STEM)

with good coding exposure who want to become ML Engineers

Junior professionals from non-STEM/non-coding backgrounds with a high interest in learning ML

falag + Instructors to Train You in Live Classes

Learn from over 30 instructors including:

The IK Experience: What Our Alumni Are Saying

Our engineers land high-paying and rewarding offers from the biggest tech companies, including Facebook, Google, Microsoft, Apple, Amazon, Tesla, and Netflix.

How to Enroll for Interview Kickstart’s Advanced Machine Learning Course?

Step 1: Register for our pre-enrolment webinar.

Step 2: Attend the webinar and understand everything about the program; ask all your questions to our experts during the session.

Step 3: Once you attend the webinar, you will be able to start the enrolment process with the help of our trusted Program Advisors.

Step 4: Our Program Advisors are equipped to help you understand the Advanced Machine Learning Program and how they can help you grow in your role.

Step 5: Get a 1:1 consultation with them to fast-track your enrollment!

Next webinar starts in

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FAQ

It’s a 14-month, hands-on program that takes you from coding fundamentals to advanced Machine Learning, Deep Learning, Generative AI, and production-ready deployment — all taught by FAANG+ engineers.

Yes. The curriculum is updated for in-demand skills like Agentic AI, RAG pipelines, multi-agent systems, scalable deployment, and MLOps — all of which are appearing in top AI/ML job descriptions today.

You’ll attend live interactive classes, complete coding workshops, work on assignments and projects, and finish with a portfolio of real-world ML and GenAI applications. The final phase focuses on FAANG-style interview preparation.

Yes — it’s designed to give you both the technical skills and interview readiness needed for roles like ML Engineer, AI Engineer, Applied Scientist, and Data Scientist.

You’ll be prepared for roles in ML engineering, AI/ML application development, applied GenAI, and data science — typically at L3/L4 levels in top tech companies.

You need active coding experience in any programming language. No prior ML experience is required.

You’ll spend multiple weeks on regression, classification, clustering, model evaluation, and ensemble methods before moving into deep learning and GenAI.

Yes, it’s a major focus — you’ll learn LLMs, fine-tuning, RAG pipelines, multi-agent systems, and text-to-image models like Stable Diffusion, plus work on projects.

Start by attending a pre-enrolment webinar. From there, you’ll get a 1:1 consultation with a program advisor who will guide you through the enrollment process.

They’re live and interactive, but all sessions are recorded so you can revisit them anytime.

Plan for about 4–5 hours of live classes and 6–7 hours of project work, assignments, and practice.

Yes. After the program, you will get seamless live support during the support period and have life-long access to learning materials.

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How to Nail your next Technical Interview

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Only the top 2% make it—get your resume FAANG-ready!
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🗓️ Friday, 18th April, 6 PM
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Mornings, 8-10 AM
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