Courses

Machine Learning for the GenAI Era

Machine Learning for the GenAI Era

Master the tools of the GenAI era. Build and fine-tune LLMs, engineer prompts, and deploy real AI agents using Python, Hugging Face, LangChain, and TRL. Complete 10 hands-on projects with FAANG mentorship and GPU-backed infrastructure.

Michael Barnathan - FAANG Machine Learning Engineer with 15+ years of experience

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By the end of this program, you'll be ready to:

Confidently land AI engineering, ML, and prompt engineering roles

Confidently land AI engineering, ML, and prompt engineering roles

Confidently land AI engineering, ML, and prompt engineering roles

Design, optimize, and deploy scalable AI workflows using LLMs

Design, optimize, and deploy scalable AI workflows using LLMs

Design, optimize, and deploy scalable AI workflows using LLMs

Fine-tune and optimize large language models (LLMs)

Fine-tune and optimize large language models (LLMs)

Fine-tune and optimize large language models (LLMs)

Create a portfolio of impactful projects that stand out to employers

Create a portfolio of impactful projects that stand out to employers

Create a portfolio of impactful projects that stand out to employers

Stand out with tangible projects on your resume

Stand out with tangible projects on your resume

Stand out with tangible projects on your resume

Requirements

• A computer or laptop with internet access
• Understanding of Python
• Willingness to learn by doing — this is a project-first program

What to expect from this course

AI is transforming every industry — and employers want talent that can build with it.

Inference.ai’s Machine Learning Mentorship Program is designed for students and early-career engineers who want to move beyond theory and start building real-world AI systems.

You'll gain hands-on skills in generative AI, machine learning engineering, prompt engineering, data pipelines, and agent workflows — all taught by experienced FAANG engineers. Through 10 intensive projects, live mentorship, and career coaching, you’ll leave with portfolio-ready work, stronger technical confidence, and the practical know-how companies demand today.

The Curriculum

Module 1: Introduction to Large Language Models (LLMs) and Prompt Engineering

Module 2: LLM Training Phases and Data Requirements

Module 3: Pre-training Data Collection and Extraction

Module 4: Retrieval-Augmented Generation (RAG)

Module 5: Supervised Fine-Tuning (SFT) - Part I

Module 6: Supervised Fine-Tuning (SFT) - Part II

Module 7: Alignment Techniques for LLMs

Module 8: Hallucination, Jailbreak, and Ethical Considerations

Module 9 : Voice Agents & Multimodal Interfaces

Module 10 : AI Agent: Agentic Systems & Workflow Automation

Module 1: Introduction to Large Language Models (LLMs) and Prompt Engineering

Module 2: LLM Training Phases and Data Requirements

Module 3: Pre-training Data Collection and Extraction

Module 4: Retrieval-Augmented Generation (RAG)

Module 5: Supervised Fine-Tuning (SFT) - Part I

Module 6: Supervised Fine-Tuning (SFT) - Part II

Module 7: Alignment Techniques for LLMs

Module 8: Hallucination, Jailbreak, and Ethical Considerations

Module 9 : Voice Agents & Multimodal Interfaces

Module 10 : AI Agent: Agentic Systems & Workflow Automation

Module 1: Introduction to Large Language Models (LLMs) and Prompt Engineering

Module 2: LLM Training Phases and Data Requirements

Module 3: Pre-training Data Collection and Extraction

Module 4: Retrieval-Augmented Generation (RAG)

Module 5: Supervised Fine-Tuning (SFT) - Part I

Module 6: Supervised Fine-Tuning (SFT) - Part II

Module 7: Alignment Techniques for LLMs

Module 8: Hallucination, Jailbreak, and Ethical Considerations

Module 9 : Voice Agents & Multimodal Interfaces

Module 10 : AI Agent: Agentic Systems & Workflow Automation

Launch Your ML Career —

with Generative AI Projects That Get You Hired

The next wave of AI jobs isn’t just about knowing the theory — it’s about building agents, pipelines, and systems that work in production. This program gets you there

$

4999

Book An Interview

Book An Interview

Book An Interview

Get Notified First

Get Notified First

Get Notified First

Get Notified First

Get Notified First

Get Notified First

This Course includes:

• 10 Hands-On Lessons
• 20+ Hours of AI Course Content
• 40+ Hours of Career-Focused Mentorship
• 10 Real-World AI Exercises & Projects
• Certificate of Completion for Your Resume

instructor pic

I started my journey:

After earning a Ph.D. in Machine Learning, I spent over a decade building AI systems at startups and high-growth companies, working across LLMs, computer vision, and deep learning infrastructure.

Mentorship Methodology:

Through hands on project-based mentorship, I teach students how to turn AI skills into real-world projects that stand out to employers and accelerate their careers.

Featured Topics

Courses Topics

Explore the key topics covered in our courses, designed to equip you with the skills needed for real-world success.

Artifical Intelligence

Prompt Engineering

Machine Learning

Featured Topics

Courses Topics

Explore the key topics covered in our courses, designed to equip you with the skills needed for real-world success.

Artifical Intelligence

Prompt Engineering

Machine Learning

Featured Topics

Courses Topics

Explore the key topics covered in our courses, designed to equip you with the skills needed for real-world success.

Artifical Intelligence

Prompt Engineering

Machine Learning