Generative Adversarial Networks: Industry Use Cases
Get ready to dive into the exciting world of GANs! These cutting-edge techniques are revolutionizing image generation, from spicing up your selfies with cool filters to helping doctors classify tumors with minimal data.
But it doesn’t stop there! We’ll also explore the challenges GANs face today, like ensuring accurate evaluation and navigating biases.
By the end of this course, you’ll be well-versed in GANs and their broader applications in the realm of generative models and machine learning. Ready to level up your skills and explore the endless possibilities of GANs?
Original price was: ₹49,999.00.₹7,999.00Current price is: ₹7,999.00.
(Including GST)
Level: Intermediate
Scholarships: Available
Certification Available
Duration: 5 weeks
Capstone Project
Should you take this course?
Entrepreneurs (Tech/ Non-Tech)
Software Engineers
Mid-level Managers in Tech/ Non-Tech companies
AI / Deep Learning Students
Al enthusiasts/ Researchers
Tools Covered
What will we teach you?
- Fundamental concepts of GANs
- Fundamental understanding of evaluating GANs using metrics like Fréchet Inception Distance (FID), Inception Score etc.
- Applications such as Data Augmentation, Privacy Preservation, Image Translation, Photo Enhancement, Image Colorization, Style Transfer, Product Recommendations using GANs
- You will learn to apply GANs for each of the above mentioned use case on a Cloud Platform and deploy it to an end point
- Types of GANs covered in the course - StyleGANs, CycleGAN, Pix2Pix, MUNIT
Fundamental concepts of GANs
Fundamental understanding of evaluating GANs using metrics like Fréchet Inception Distance (FID), Inception Score etc.
Applications such as Data Augmentation, Privacy Preservation, Image Translation, Photo Enhancement, Image Colorization, Style Transfer, Product Recommendations using GANs
You will learn to apply GANs for each of the above mentioned use case on a Cloud Platform and deploy it to an end point
Types of GANs covered in the course – StyleGANs, CycleGAN, Pix2Pix, MUNIT
Enhance your expertise
01
Gain expertise through hands-on projects that delve into diverse use-cases across various industries
02
Acquire real-world insights from case studies and develop a project portfolio to showcase your skills
03
Evaluate and enhance your understanding through engaging quizzes and assignments
04
Live mentorship for career success from industry experts
05
Enhance online presence with personalized resume and LinkedIn reviews
06
Earn certification that validates your proficiency in Generative Adversarial Networks & its applications and showcases your commitment to excellence
FAQs
What are the prerequisites for optimal course comprehension?
Learners should have basic proficiency in a programming language (e.g., C, Java, Python) and basic understanding of statistics, machine learning and deep learning concepts is recommended for optimal learning. If you are new to Data Science, our Applied Data Science in Enterprises Certification is ideal. It focuses on creating AI and ML solutions tailored to business challenges and user objectives.
What skills will I gain from completing this certification program?
Elevating your programming and analytical abilities, preparing you for technical interviews, helping you master Generative Adversarial Networks & its applications using Python, which enables you to delve into advanced applications.