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Generative AI

Master the foundations and tools of Generative AI to build cutting-edge applications in text, image, audio, and code generation.
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Save 59% Offer ends on 31-Dec-2025
Course Duration: 10 Hours
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Generative AI is transforming how we interact with machines, create content, and solve problems. This comprehensive self-paced course on Generative AI is designed for developers, researchers, data scientists, creatives, and AI enthusiasts seeking to understand, build, and deploy generative systems across multiple domains.
 
At its core, Generative AI involves teaching machines to create new content—be it text, images, audio, video, code, or even synthetic data. It powers chatbots, image generation tools, music composition software, and creative writing assistants. The course explores the science behind it, from transformer architectures and diffusion models to prompt engineering and latent spaces.
 
This course goes beyond theory. You'll build practical projects using top frameworks like OpenAI, Hugging Face Transformers, Stability AI, LangChain, and more. Whether you want to build a GPT-powered chatbot, generate art with Stable Diffusion, or automate code generation using Codex, this course is your launchpad.
 
What Is Generative AI?
 
Generative AI refers to models and techniques that create new data instances resembling the training data. These models learn from patterns in data and can generate human-like text, realistic images, musical compositions, programming scripts, and much more.
 
This course gives you the ability to:
  • Understand how generative models work.
  • Build AI that creates instead of predicts.
  • Use pre-trained and open-source models for rapid development.
  • Implement real-world applications with ethical and scalable practices.
How to Use This Course
  1. Start with Core Concepts – Understand the math, mechanics, and architecture of generative models.
  2. Work on Multimodal Projects – Apply generative AI to text, images, and code with real tools.
  3. Prompt Like a Pro – Master prompt engineering for GPT, DALLE, and other model families.
  4. Use & Fine-Tune Pretrained Models – Learn how to adapt models like GPT-3.5, Stable Diffusion, or LLaMA for your needs.
  5. Understand the Landscape – Learn the differences between autoregressive, GAN, and diffusion models.
  6. Deploy with Confidence – Serve your apps using Streamlit, FastAPI, Gradio, or Docker for real-world usage.
This course is rich with hands-on projects, ethical discussions, deployment guides, and tool mastery. It prepares you to build, scale, and launch production-ready generative AI systems.

Course/Topic 1 - Coming Soon

  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

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Course Objectives Back to Top
By the end of this course, learners will be able to:
 
  1. Explain how generative models work (autoregressive, GANs, VAEs, diffusion).
  2. Use and deploy large language models (GPT, LLaMA, Claude) for text generation tasks.
  3. Generate high-quality images using models like Stable Diffusion and Midjourney.
  4. Implement prompt engineering techniques for better outputs.
  5. Fine-tune generative models for domain-specific tasks.
  6. Explore applications of AI in content creation, design, writing, and music.
  7. Evaluate generative outputs for quality, bias, and safety.
  8. Work with APIs from OpenAI, Hugging Face, Stability AI, and Replicate.
  9. Understand ethical considerations and copyright issues in generative AI.
  10. Build and deploy generative applications using LangChain, Gradio, and Streamlit.
Course Syllabus Back to Top
Course Syllabus
 
Module 1: Introduction to Generative AI
  • History and evolution
  • Use cases across industries
  • Types of generative models
Module 2: Foundations of Generative Modeling
  • Probability, latent space, and sampling
  • Overview of autoregressive, GANs, VAEs, and diffusion models
  • What makes a model “generative”
Module 3: Text Generation with LLMs
  • Understanding GPT, LLaMA, and Claude
  • Prompt engineering and chain-of-thought prompting
  • Use cases: summarization, story generation, question answering
Module 4: Image Generation and Editing
  • Working with Stable Diffusion, DALL·E, Midjourney
  • Image-to-image and inpainting techniques
  • Use cases: art generation, UI prototyping, advertising
Module 5: Music, Audio, and Video Generation
  • AI music tools: Jukebox, Riffusion
  • Audio generation basics with TTS and Vocoders
  • Intro to AI video generation tools
Module 6: Code Generation with LLMs
  • GitHub Copilot and Codex
  • Writing functions, documentation, and boilerplate
  • Safe and correct code generation
Module 7: Fine-Tuning and Prompt Optimization
  • Fine-tuning GPT-2/GPT-J using Hugging Face
  • Prompt engineering vs. fine-tuning trade-offs
  • Reinforcement learning with human feedback (RLHF) basics
Module 8: Retrieval-Augmented Generation (RAG)
  • Connecting LLMs to external knowledge using RAG
  • LangChain, FAISS, and ChromaDB integration
  • Applications in document Q&A and chatbots
Module 9: Ethics, Bias, and Copyright
  • Risks in generative AI outputs
  • Mitigating bias and toxicity
  • Copyright issues in generated content
Module 10: Building Real-World GenAI Apps
  • Streamlit, Gradio, Flask for UI
  • API development with FastAPI
  • Deployment using Docker, Hugging Face Spaces, and Render
Module 11: Capstone Projects
 
  • Choose between:
    • Multimodal Chatbot
    • Image Prompt Generator
    • Document-based Q&A App
    • Personalized Story Generator
Certification Back to Top

Upon successful completion of the course, learners will receive a Certificate of Completion from Uplatz, validating their skills in building, evaluating, and deploying Generative AI applications. This certification demonstrates your hands-on experience with LLMs, image generators, prompt engineering, and RAG systems. It serves as proof of your ability to harness cutting-edge AI tools like GPT-4, DALL·E, Stable Diffusion, and LangChain. Whether you are entering the job market, transitioning into an AI role, or expanding your freelancing portfolio, this certificate signals that you are well-equipped to work in GenAI product teams and research environments. Add it to your resume, LinkedIn profile, and personal portfolio to stand out in the competitive AI job landscape.

Career & Jobs Back to Top
Generative AI has become one of the most rapidly growing areas in the tech world, creating a surge in demand for professionals who can build intelligent, creative, and personalized applications. Businesses across domains—from media and entertainment to healthcare and finance—are looking for developers who understand the power of generative models and how to apply them responsibly.
 
Roles and job titles that align with this course include:
  • Generative AI Developer
  • Prompt Engineer
  • AI Content Creator
  • LLM Engineer
  • AI/ML Product Developer
  • Applied AI Researcher
  • Conversational AI Developer
  • AI Artist/Designer
With the rise of tools like ChatGPT, Midjourney, Claude, Bard, and Stability AI, organizations are exploring content automation, marketing AI, intelligent assistants, and more. Professionals skilled in LLMs, RAG, and fine-tuning can lead initiatives to improve customer experience, content pipelines, and creative workflows.
 
Freelancers can offer prompt engineering services, AI-powered tools, and custom app development. Creative professionals can use AI as co-creators in writing, music, and design. For researchers, the course opens up areas in AI ethics, model alignment, multimodal learning, and model compression.
 
By completing this course, you’ll not only understand how generative AI works—but also how to use it to solve real problems, innovate, and build smarter tools.
Interview Questions Back to Top
1. What is Generative AI?
Generative AI refers to systems that create new content such as text, images, audio, or code by learning from patterns in training data.
 
2. How does GPT generate text?
GPT generates text by predicting the next token based on previous context using a transformer-based decoder architecture.
 
3. What is prompt engineering?
Prompt engineering involves crafting inputs to elicit specific outputs from generative models like GPT or Stable Diffusion.
 
4. What is the difference between GANs and diffusion models?
GANs use adversarial training between generator and discriminator, while diffusion models gradually denoise data to generate outputs.
 
5. What is RAG in the context of LLMs?
Retrieval-Augmented Generation allows LLMs to retrieve relevant information from an external knowledge base before generating responses.
 
6. How is Stable Diffusion used for image generation?
It uses latent diffusion processes to generate realistic images from textual prompts or other images (inpainting, variation).
 
7. What are the risks of generative AI?
Risks include misinformation, bias, hallucination, copyright infringement, and misuse in generating deepfakes or spam.
 
8. What is zero-shot vs few-shot learning in LLMs?
Zero-shot means no examples are given in the prompt; few-shot involves giving a few examples to improve model performance.
 
9. Can you fine-tune GPT-3 or GPT-4?
GPT-3 can be fine-tuned via OpenAI’s API; GPT-4 currently supports prompt-based customization, with fine-tuning expected for enterprise users.
 
10. What are embeddings and how are they used in GenAI?
Embeddings are numerical vector representations of content used for similarity search, classification, and RAG systems.
Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
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d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.
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