Learn Generative AI Online | WaveIT Labs

Courses  /  Generative AI

Online Course · All Skill Levels

Master Generative AI, from architecture to application.

Learn to design, train, and ship generative models — text, image, and audio — through hands-on projects built around real architectures like GANs and Transformers.

★★★★★ 4.9 · 142 Ratings
View Curriculum
L
R
S
500+ Enrolled
All Levels
Skill Level
10 Hrs
Time to Complete
5
Projects
None
Prerequisites
generate.py
Runtime: gpu-train-04 ● MODEL READY
What's Included

Build real generative systems, not slide-deck theory.

Techniques for generating text, images, and audio with modern AI models
Deep dives into the neural network architectures behind GANs, VAEs, and Transformers
Practical projects translating generative AI into shippable, real-world products
About This Course

From architecture to application

This course goes beneath the surface of generative AI, pairing core architectures — GANs, VAEs, and Transformers — with the hands-on practice to actually use them. You'll build systems that generate text, images, and audio, and explore real applications in art generation, automated writing, and synthetic media. By the end, you'll have the foundation to design and ship your own AI-driven products.

Program Outline

Six lessons, built in sequence

6 Lessons · 3 Projects · 2 Quizzes
Overview of generative models and where they show up in production systems today.
Exploring the architectures behind generative AI: GANs, VAEs, and Transformers.
Building language models capable of coherent, context-aware text generation.
Implementing AI models that create and modify images from prompts and references.
Developing models for sound and music creation, from raw waveform to composition.
Integrating generative models into practical, deployable use cases.
Hands-On Projects

Three projects, built end to end

Open book with glowing text representing an AI story generator
Practice Project

Story Generator

Develop an AI model that crafts unique, context-aware stories from a single prompt.

Colourful digital artwork generated by AI
Practice Project

Art Generator

Build an AI tool that produces original digital artwork from text descriptions.

AI interface generating multimedia content on screen
Practice Project

AI Content Creator

Design and deploy a system for generating multimedia content end to end.

Meet the Creator

Taught by people who build this for a living

Lucas White

Lucas White

Curriculum Developer at WaveIT

Lucas holds a Bachelor's and Master's in Integrated Digital Media from NYU's Tandon School of Engineering. Before joining WaveIT, he was an adjunct professor at NYU and a Tech Teaching Artist at Tech Kids, a nonprofit focused on getting young people hands-on with technology.

Meet the full team →
Certification

A credential that means something

Showcase your expertise in Generative AI with a credential built for hiring managers, not just a line item on a resume.

Verified Skills

Earn a certification that validates your proficiency in generative AI, not just attendance.

Career Advantage

Stand out to employers with documented proof of hands-on, project-based experience.

Global Recognition

Gain a credential respected by engineering teams and companies worldwide.

Certificate of Completion

Generative AI

WaveIT Labs · Developer Education

Signed · Lucas White, Curriculum Developer

Testimonials

What learners say after finishing

142 ratings from people who built real generative AI projects in this course.

4.9
★★★★★
142 Ratings
5 star
82%
4 star
13%
3 star
4%
2 star
1%
1 star
0%
★★★★★

"This course reshaped my approach to machine learning. The hands-on projects on image and text generation helped me build a solid foundation in AI."

A

Aarav Desai

Data Scientist

★★★★★

"I never thought AI could be so creative. The lessons on building generative models let me implement real-world solutions for my team's projects."

E

Emily Parker

Software Engineer

★★★★★

"From GANs to real-world applications, this course provided the depth and practical skills I was looking for. A must for anyone serious about generative AI."

R

Ravi Kumar

AI Researcher

★★★★★

"I directly applied the techniques from this course to launch a content creation tool at work. The projects were genuine game changers."

S

Sophia Williams

Product Manager

★★★★★

"This course reshaped my approach to machine learning. The hands-on projects on image and text generation helped me build a solid foundation in AI."

A

Aarav Desai

Data Scientist

★★★★★

"I never thought AI could be so creative. The lessons on building generative models let me implement real-world solutions for my team's projects."

E

Emily Parker

Software Engineer

★★★★★

"From GANs to real-world applications, this course provided the depth and practical skills I was looking for. A must for anyone serious about generative AI."

R

Ravi Kumar

AI Researcher

★★★★★

"I directly applied the techniques from this course to launch a content creation tool at work. The projects were genuine game changers."

S

Sophia Williams

Product Manager

Our Learners Work At
Google Meta Amazon Apple Netflix IBM Spotify Uber Reddit Microsoft YouTube EA Instagram Google Meta Amazon Apple Netflix IBM Spotify Uber Reddit Microsoft YouTube EA Instagram
FAQ

Frequently asked questions

You'll build three hands-on projects: a story generator, an art generator, and an AI content creator, each pulling together the concepts from the lessons leading up to it.
No prior AI experience is required. Basic Python helps, but the course covers the fundamentals you need before going deeper into generative models.
You'll finish with a portfolio of real projects and a certificate of completion — concrete proof of practical generative AI skills employers are actively hiring for.
Each lesson pairs a short theory grounding with a hands-on build, so you're applying every concept rather than just reading about it.
You'll work in Python with modern neural network frameworks and generative AI libraries, covering text, image, and audio generation pipelines.
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Our Platform

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Personalized Learning Dashboard

Tailored progress tracking that adapts to how you're moving through the material.

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Project-Based Learning

Gain real-world skills with hands-on projects and assignments, not just video lectures.

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Expert Guidance

Direct access to industry mentors for focused, 1:1 support when you're stuck.

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Join now and start Generative AI today

500+ developers are already building with GANs, Transformers, and real generative AI projects.