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Master Generative AI: Build, Train, and Deploy Cutting-Edge AI Models

This comprehensive course covers the fundamentals of Generative AI, including key concepts, models, and techniques like GANs, VAEs, and Transformers. Learn to build, train, and deploy generative models for text, images, and audio. Perfect for beginners and advanced learners alike, this course includes hands-on projects, real-world applications, and industry insights.

Generative AI Course
INSTA INFOTECH | PROFESSIONAL CERTIFICATE

Professional Certificate in Generative AI & Prompt Engineering

Learn prompt engineering, large language models, AI content tools, automation, AI application development and responsible AI through a practical, structured curriculum.

36 curriculum modules Prompt Engineering & LLMs AI Tools & Automation Practical GenAI Projects
COURSE OVERVIEW

Master Generative AI Skills

Explore AI foundations, Python, LLMs, prompt optimisation, AI-powered content creation, automation workflows, APIs and deployment. Apply these skills to practical tasks using modern generative AI tools.

AI

AI Foundations

Python, AI concepts and data preparation.

LLM

Prompt Engineering

LLMs, structured prompts and optimisation.

GEN

Creative AI Tools

Text, image, video, voice and code generation.

APP

AI Applications

Automation, RAG, agents, APIs and deployment.

COURSE CURRICULUM

Explore 36 Core Modules

The following modules and their topics follow the uploaded curriculum Module Name and Topic Name columns.

AI

Module 01: Introduction to AI

Basics of Artificial Intelligence; Machine Learning Basics

AI

Module 02: Python Basics

Programming for AI & Python Libraries for AI

AI

Module 03: Data Handling

APIs & Data Preparation

AI

Module 04: Introduction to Generative AI

Fundamentals of Generative Models; Neural Networks Basics

AI

Module 05: LLM Fundamentals

Introduction to LLMs

AI

Module 06: Prompt Engineering

Designing Prompts

AI

Module 07: Text Generation

Content Creation

AI

Module 08: Image Generation

AI Image Tools

AI

Module 09: Code Generation

AI for Coding

AI

Module 10: AI Ethics

Ethical Considerations

AI

Module 11: AI Integration

API Integration

AI

Module 12: Deployment

AI Applications Deployment

AI

Module 13: Prompt Engineering Basics

Effective Prompt Writing

AI

Module 14: Prompt Optimization Techniques

Zero-shot & Few-shot Prompting

AI

Module 15: AI Communication Workflows

Role-based Prompting

AI

Module 16: Notion AI for Productivity

AI for Notes & Documentation

AI

Module 17: Gamma for Presentations

AI Presentation Generation

AI

Module 18: Canva AI Tools

AI Graphic Design Basics

AI

Module 19: Midjourney Fundamentals

Text-to-Image Prompting

AI

Module 20: Leonardo AI Workflows

Product & Branding Designs

AI

Module 21: Adobe Firefly Editing

AI Photo Editing & Effects

AI

Module 22: Runway Video Editing

AI Video Production

AI

Module 23: HeyGen Avatars

Talking Avatar Videos

AI

Module 24: Synthesia Voice AI

AI Voiceovers & Subtitles

AI

Module 25: GitHub Copilot for Developers

AI-assisted Coding

AI

Module 26: Cursor AI Development

AI Debugging & Automation

AI

Module 27: LangChain Framework

AI Workflow Chains

AI

Module 28: Pinecone Vector Database

Embeddings & RAG

AI

Module 29: OpenAI Platform APIs

AI App Development

AI

Module 30: n8n Workflows

AI Workflow Automation

AI

Module 31: Zapier AI & Make

Business Process Automation

AI

Module 32: Hugging Face Models

AI Model Hosting

AI

Module 33: Streamlit Applications

AI App Deployment

AI

Module 34: AI Ethics & Data Privacy

Bias, Hallucinations & Security

AI

Module 35: AI Portfolio & Freelancing

Industry-Level AI Project

AI

Module 36: Capstone Project

Generative AI Application

PRACTICAL LEARNING

Create Practical AI Projects

Prompt Engineering Workflows

Design, test and improve prompts for common professional tasks.

AI Content Studio

Explore AI-assisted text, image, video and presentation workflows.

AI Automation

Connect services using no-code tools and AI APIs.

Capstone AI Application

Develop and present a generative AI application or portfolio project.

CERTIFICATE & ELIGIBILITY

Professional Certificate Programme

Programme: Professional Certificate in Generative AI.

Eligibility: 12th grade pass with 1 year of experience, as specified in the uploaded curriculum.

Insta Infotech presents the programme in association with Medhavi Skills University. Confirm the certificate issuer, applicable recognition, assessment and award conditions with admissions before enrolment.

CAREER APPLICATIONS

Where GenAI Skills Help

These skills can support content operations, AI-assisted business workflows, automation, prompt design and entry-level AI application projects. Career opportunities depend on additional skills, qualifications and employer requirements.

FREQUENTLY ASKED QUESTIONS

Generative AI FAQs

What does this programme cover?

AI fundamentals, Python, generative models, LLMs, prompt engineering, AI tools, automation, integration and projects.

Will I learn prompt engineering?

Yes. The curriculum includes prompt engineering basics, prompt optimisation and role-based prompting.

Which AI tools are covered?

The curriculum names ChatGPT, Claude, Gemini, Notion AI, Gamma, Canva, Midjourney, Leonardo, Adobe Firefly, Runway, HeyGen, GitHub Copilot and more. Tool access may depend on licences.

Will I build AI applications?

Yes. The syllabus includes APIs, LangChain, Pinecone, no-code automation, Streamlit and capstone project work.

What is the certificate title?

The uploaded curriculum specifies Professional Certificate in Generative AI.

Who can apply?

The uploaded curriculum specifies 12th grade pass with 1 year of experience; confirm eligibility and enrolment details with admissions.

Build Practical Generative AI Skills

Contact Insta Infotech for course details, eligibility, fees and upcoming batches.

Contact Admissions

  • Applications of Generative AI (text, images, audio, video).
  • Differences between discriminative and generative models.
  • Overview of the generative AI landscape.

  • Probability distributions and Bayesian inference.
  • Latent spaces and embeddings.
  • Loss functions for generative models.

  • GAN architecture: Generator and Discriminator.
  • Training GANs: Challenges and techniques (e.g., mode collapse, vanishing gradients).
  • Types of GANs: Conditional GANs, CycleGANs, StyleGANs.

  • VAE architecture: Encoder, Decoder, and Latent Space.
  • Reparameterization trick and KL divergence.
  • Applications of VAEs in image and data generation.

  • Transformer architecture: Self-attention and positional encoding.
  • GPT (Generative Pre-trained Transformer) for text generation.
  • DALL-E and CLIP for image generation.

  • Introduction to diffusion models.
  • How diffusion models work: Forward and reverse processes.
  • Applications in image and video generation.

  • Bias and fairness in generative models.
  • Misinformation and deepfakes.
  • Responsible AI practices and regulations.

  • Synthetic data generation for training ML models.
  • AI art and design tools.
  • Deploying generative models in production (e.g., cloud, edge devices).

  • Build a text-to-image generation pipeline.
  • Create a music or audio synthesis model.
  • Develop a custom GAN for a specific use case (e.g., fashion, healthcare).

Send Me Message

Certificate and Accreditation

Accreditation Certificate

Professional Diploma Certificate

Skills Certificate

Brand Registration

Trust & Validation

UGC-Recognized Skilled Qualifications for the Modern Global Workforce

University Certification
University Certification

Earn industry-relevant Certificates and Diplomas awarded by Medhavi Skills University, a UGC-recognized University. Insta Infotech is Approved Training Partner of Medhavi Skills University, ensuring quality education and credible certification.

Certificate Verification
Certificate Verification

All Certificates and Diplomas are digitally verifiable through Government of India platforms, including Skill India Digital Hub (MSDE), ABC.gov.in (Ministry of Education), and DigiLocker, ensuring authenticity and nationwide recognition.

Credit-Based Course (NCrF)
Credit-Based Course (NCrF)

Our courses are aligned with the National Credit Framework (NCrF) under the National Education Policy (NEP) 2020. Learners earn academic credits that strengthen their skill-based education profile and can be seamlessly transferred toward higher education pathways.

Global Recognition
Global Recognition

NCrF-aligned skill credits are recognized across the UK, EU, and Australian education systems. Through MSU’s global partnerships, learners benefit from dual certification opportunities and accelerated pathways to international degree programs.

Skill India Mission
Skill India Mission

Insta Infotech empowers learners with future-ready skills. Backed by the Skill India Mission and our academic partnership with Medhavi Skills University, we bridge the gap between education and employment through practical, hands-on learning and nationally recognized certifications.

Placement Support
Placement Support

Quality Skill Education — this is not merely a certificate of attendance, but a verified academic credential that enhances credibility and opens opportunities across MNCs, embassies, and government sectors.

Specializations

Skilled, Qualification, Certification

Course Credibility

Course Credibility

Our programs are certified by a recognized university, ensuring legal authenticity, academic validity, and strong professional acceptance. This means your qualification carries real value for employment, career advancement, and higher education.

Employability

Employability

Our programs combine practical training, real-world projects, and industry-relevant skills to prepare students for immediate employment. we ensure learners confidently transition from education to professional careers.

Global Standards

Global Standards

Our programs follow internationally aligned curricula and current industry requirements, ensuring learners gain globally relevant knowledge, practical competencies, and professional practices. This prepares students to adapt, compete, and work confidently.

National Alignment (Skill India)

National Alignment (Skill India)

Aligned with the Skill India Mission, we transform vocational training into a nationally recognized qualification, enabling our students to become part of India’s formal skilled workforce.

Academic Mobility (Credit-Based)

Academic Mobility (Credit-Based)

Through the National Credit Framework (NCrF), our courses are not merely extra-curricular; they are credit-earning modules that contribute directly toward your formal higher education pathway.

NEP 2020 Integration

NEP 2020 Integration

Aligned with the National Education Policy 2020, we transform traditional IT education into a multidisciplinary, skilled-based vocational pathway that enables students to earn formal academic credits.

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What We Offer

At Insta Infotech, we specialize in a wide array of courses across domains like:

Programming Languages: Java, Python, C++, .NET, and more. Data Science & Analytics: Machine Learning, AI, Big Data. Cloud Computing & DevOps: AWS, Azure, Docker, Kubernetes. Cybersecurity: Ethical Hacking, Network Security. Digital Marketing: SEO, Social Media, Content Marketing. Database Management: SQL, PL/SQL, MongoDB, Oracle.
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