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AI Product Engineering

Build, Launch, and Iterate AI-Powered Products from Idea to Production

In this course, you will: Apply product engineering principles to the AI-powered software development lifecycle; Design and build AI features from user story to production deployment; Integrate LLM APIs, voice UI, and multimodal inputs into user-facing products.

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AI Product Engineering

40+

Hours

8

Modules

14

Topics

4.7

Rating

Beginner-Friendly

Level

New

Batches weekly

About AI Product Engineering

Build, Launch, and Iterate AI-Powered Products from Idea to Production

In this course, you will: Apply product engineering principles to the AI-powered software development lifecycle; Design and build AI features from user story to production deployment; Integrate LLM APIs, voice UI, and multimodal inputs into user-facing products.

What This Training Covers

The AI Product Engineering programme at Tutorsbot spans 40+ hours across 8 structured modules. Every module is built around hands-on projects and real-world scenarios — not slide-heavy theory. Your instructor walks you through each concept with live demonstrations, code reviews, and practical exercises so you can apply what you learn from day one. The curriculum is aligned with current Technology Training industry expectations and hiring patterns.

Enrollment & Training Quality

AI Product Engineering is available in 2 flexible learning modes — choose online live classes, classroom, hybrid, self-paced, or one-on-one depending on your schedule. Every batch is limited in size to ensure each learner receives personal attention, code-level feedback, and doubt resolution. Career support and certification are included with every enrolment. Tutorsbot instructors are working professionals who teach from delivery experience, and the training standard stays consistent across all modes and batches.

Course Curriculum

8 modules · 14 topics · 40 hrs

01

AI Product Engineering Mindset

7 topics

  • AI-first product design — Where AI creates real user value vs where it is hype
  • AI product engineering lifecycle — Discover, prototype, evaluate, ship, iterate
  • Probabilistic outputs — Designing products that handle non-deterministic AI
  • AI product failure modes — Hallucination, latency, refusal, and cost overruns
  • Build vs buy decisions for AI features — APIs, fine-tuned models, and open-source
  • AI feature flag strategy — Progressive rollouts for intelligent features
  • Success metrics for AI features — Task completion, NPS, and AI-specific KPIs
02

LLM API Integration Patterns

7 topics

  • OpenAI, Anthropic, and Google API abstraction layers for provider flexibility
  • Streaming completions with Server-Sent Events for real-time UI updates
  • Function calling and structured output for reliable AI feature data contracts
  • Multi-turn conversation management — State, history, and context injection
  • Retry strategies, timeout handling, and provider fallback patterns
  • Cost-aware API calls — Token estimation and budget enforcement per request
  • Type-safe LLM integration with TypeScript SDK and Zod schema validation
03

AI UX Design Patterns

Topics included

5 more modules available

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Enrol in This Course

All prices inclusive of 18% GST. Same curriculum & certification across all formats. Updated Aug 2026.

✓ 7-day refund guarantee✓ Same certificate for all formats✓ Lifetime access to recordings

Online Live

Live instructor-led sessions from anywhere, with recordings for catch-up.

₹14,999incl. GST

GST ₹2,288 included

EMI from ₹2,500/mo

or

What You Get After Completion

Every graduate receives a verified certificate, a portfolio of real projects, and dedicated career support.

Verified Certificate

Digitally signed with a permanent shareable link — not just for attendance.

LinkedIn-importable·Permanent URL·PDF download

Project Portfolio

Real, deployable projects reviewed by your instructor — ready for interviews.

Instructor-reviewed·GitHub-hosted·Interview-ready

Career Support

Résumé review, mock interviews, LinkedIn guidance, and employer introductions.

1-on-1 coaching·Mock interviews·Employer connect

Meet Your Instructor

Every AI Product Engineering batch is led by a practitioner who teaches from production experience, not textbooks.

Industry Expert

Tutorsbot Assigned

Senior Technology Professional

10+ yrs experience

Senior professionals with substantial hands-on delivery experience at top companies, bringing real-world projects, industry insights, and best practices.

How We Teach

  • Concepts start with a real problem so theory lands in context
  • Projects reviewed the way a senior colleague reviews pull requests
  • Every topic includes the kind of questions you'll face in interviews
Hire Trained Talent

Hire AI Product Engineering Talent from Tutorsbot

Companies hiring AI Product Engineering talent from Tutorsbot receive pre-assessed profiles backed by project work, instructor review, and interview-ready candidates who can explain what they built and why.

Why hire from us

Project repositories with documented technical decisions

Assessment outcomes backed by instructor context

Candidate readiness shaped by interview-style practice

Project-based portfolios available

Frequently Asked Questions

Everything you need to know about AI Product Engineering, answered by our training experts

1Who should take AI Product Engineering?
This programme is ideal for Software engineers building AI features in SaaS products and platforms, Product engineers transitioning from traditional software to AI-first products, Startup founders and technical co-founders building AI-powered applications. Whether you are a fresh graduate looking for your first role, a working professional aiming for a promotion, or a career switcher exploring a new domain, this course meets you where you are with personalised learning paths.
2Does AI Product Engineering include a certificate?
Absolutely. Upon successful completion of AI Product Engineering, you will receive an industry-recognised certificate from Tutorsbot that you can share on LinkedIn, attach to your résumé, and present at job interviews. Our certificates are built to support hiring conversations across India and international teams.
3Is placement support included with AI Product Engineering?
Yes. Every AI Product Engineering enrolment includes our comprehensive placement support programme. This covers one-on-one résumé building, LinkedIn profile optimisation, mock interview sessions with industry experts, soft-skills workshops, and direct job referrals through our hiring network.
4How long does AI Product Engineering take to complete?
The full course spans 40+ hours of instructor-led training, typically delivered over 4–8 weeks depending on the batch schedule you choose. Self-paced learners can progress faster, while weekend batches allow working professionals to learn without disrupting their current role.
5What is the mode of delivery for AI Product Engineering?
AI Product Engineering is available in multiple modes: Online Live (real-time classes with an instructor), Classroom (in-person at our training centres), Hybrid (mix of online and classroom), and Self-Paced (pre-recorded with mentor support). Every mode includes the same curriculum, certificate, and placement support. Choose what fits your schedule best.
6Can I get a free demo class for AI Product Engineering?
Yes, Tutorsbot offers a complimentary demo session for every course. During the demo, you will meet your instructor, experience the teaching methodology, and get a detailed walkthrough of the course curriculum. This is a zero-obligation session. Join, evaluate, and then decide if the programme is right for you.
7What kind of projects will I work on in AI Product Engineering?
Throughout AI Product Engineering, you will work on 8+ real-world projects and case studies drawn from actual business scenarios. These projects are designed to build your portfolio and give you hands-on experience that you can showcase during job interviews. Our instructors review every project submission and provide personalised feedback.
8What if I miss a class?
We understand that life happens. If you miss a session, you can access the recorded video of the class within 24 hours. You can also join the next available batch for that specific module at no extra cost. Our support team will help you stay on track regardless of any interruptions.
9Is AI Product Engineering worth it for experienced professionals?
Absolutely. Many of our learners are already working professionals who enrol to upskill, transition into specialised roles, or earn a recognised credential. The AI Product Engineering curriculum includes advanced modules and real-world case studies that challenge experienced learners while filling practical gaps.
10What is the refund policy for AI Product Engineering?
Tutorsbot offers a 7-day money-back guarantee on all courses. If you are not satisfied with the quality of training within the first 7 days, you can request a full refund, no questions asked. We are confident you will love the experience, but we want you to enrol risk-free.
11Do you offer corporate or group training?
Yes. Tutorsbot works with enterprises on custom corporate training programmes. For AI Product Engineering, we offer dedicated batches, customised curriculum, flexible scheduling, team progress dashboards, and volume-based commercial options. Contact our corporate team for a tailored proposal.
12How are the instructors selected at Tutorsbot?
Every Tutorsbot instructor goes through a rigorous selection process. We require substantial hands-on industry experience, proven teaching ability, and strong communication skills. Our instructors bring real-world engineering and delivery insights directly into the classroom.
13Will I get lifetime access to AI Product Engineering materials?
Yes. Once you enrol in AI Product Engineering, you get lifetime access to all course materials, including recorded sessions, slides, code notebooks, assignments, and project files. As the curriculum gets updated, you automatically receive access to the latest content at no additional cost.
14Can I switch between batch timings?
Yes, Tutorsbot offers flexible batch transfers. If your current batch timing no longer works for you, simply reach out to our support team and we will move you to another batch: weekday mornings, evenings, or weekend batches, at no extra charge.
15What support do I get after completing the course?
Post-completion, you retain access to our alumni community, placement support for up to 12 months, and all updated course materials. Our career coaches continue to assist you with interview preparation, salary negotiation, and career guidance long after you finish the programme.

Still have questions?

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