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AI Product Engineering (Production LLMs, MLOps, Deployments)

Accelerate your Career

Master AI product engineering with production LLMs, MLOps, and deployment strategies. Learn to design, scale, and manage AI systems in real-world environments.

6 Modules
with Certifications
9:02 Hours
of Recorded Content
0.0 Ratings
by 1556 Learners
English
Language
Paid Course
Get this Course @ ₹4,999
1556 enrolled in this course

AI Product Engineering (Production LLMs, MLOps, Deployments)

A premium, project‑first program that teaches how to build, scale, and ship AI products: from data pipelines and model training to inference at scale, monitoring, and user‑facing APIs. Emphasis on reproducible engineering, cost‑aware deployment, and integrating LLMs into real products.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Python, data handling, file I/O, exception handling.

No items available.

M2

Feature engineering, model training, evaluation

No items available.

M3

Transformers, fine‑tuning, prompt design

No items available.

M4

Containerization, CI/CD, infra patterns.

No items available.

M5

Serving, scaling, caching, cost optimization

No items available.

M6

Monitoring, A/B testing, model governance

No items available.

Projects Portfolio

AI Product Engineering (Production LLMs, MLOps, Deployments)

Build a portfolio of production‑ready AI projects that showcase your ability to fine‑tune, deploy, and manage large language models with MLOps pipelines.

LLM-powered Customer Support Assistant
PROJECT A

LLM‑Powered Customer Support Assistant

Fine‑tune a large language model and deploy it as a customer support assistant with real‑time responses.

Recommendation Microservice with CI/CD
PROJECT B

Recommendation Microservice

Develop an end‑to‑end recommendation microservice with CI/CD pipelines for automated deployment and updates.

Real-time Inference Pipeline
PROJECT C

Real‑Time Inference Pipeline

Implement a real‑time inference pipeline with autoscaling and monitoring dashboards for production workloads.

CORE TOOLING MASTERY

Tech Stack

Master the essential frameworks, platforms, and tools for deploying production‑ready AI systems.

Python
PyTorch
Hugging Face Transformers
FastAPI
Docker
Kubernetes
MLflow
Prometheus
Grafana
AWS / GCP
PostgreSQL
Redis

Course Stats

₹16.5 LPA

Average Salary

₹52 LPA

Highest Salary

95%

Salary Hike

12,300+

Job Vacancies

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
Award 1
VERIFIED STUDENT REVIEWS

What Our Students Say

See how Pantech courses accelerated career transitions across India.

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

Do I need prior experience with machine learning before enrolling?

Basic knowledge of Python and ML concepts is recommended, but the course introduces LLMs, MLOps, and deployment workflows step‑by‑step, making it accessible to engineers with software or data backgrounds.

What types of projects will I complete?

You’ll build production‑ready AI projects such as an LLM‑powered customer support assistant, a recommendation microservice with CI/CD, and a real‑time inference pipeline with autoscaling and monitoring dashboards.

How long will I have access to the course materials?

You’ll have 90 days of access to all lessons, projects, and resources, allowing you to learn and practice at your own pace.

Will this course cover both development and deployment aspects of AI systems?

Yes. You’ll learn to fine‑tune LLMs, design APIs with FastAPI, containerize with Docker, orchestrate with Kubernetes, and integrate monitoring tools like Prometheus and Grafana for production reliability.

What career opportunities can this course prepare me for?

This specialization equips you for roles in AI product engineering, MLOps engineering, cloud AI deployment, and machine learning infrastructure, helping you transition into high‑impact positions in applied AI.

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