Today, you can type "a cat dressed as an astronaut riding a bicycle on Mars", and in seconds, an AI generates that image — in stunning detail.
Tools like DALL·E, Stable Diffusion, and Midjourney feel like magic. But behind this modern marvel lies a fascinating journey, and it all began with one humble idea:
What if machines could learn to imagine? That’s where Variational Autoencoders (VAEs) come in. Before GANs and diffusion models took over, VAEs laid the groundwork for machines to learn compressed representations of data and use them to generate entirely new content.
In this beginner-friendly masterclass, we’ll explore the complete journey — from the basics of autoencoders to how VAEs work, what problem they solve, and why they matter.
**What you will learn**:

* Autoencoders 101: What they are, how they work, and how they compress data.
* Different types of autoencoders — and why we needed something more.
* The core idea behind Variational Autoencoders (VAEs)
* How VAEs help machines generate new, creative outputs
* How they connect to today’s tools like image generators and anomaly detectors
* Step-by-step breakdown of VAE’s architecture, training process, and real-world uses

**Prerequisites:**
Basic understanding of machine learning and neural networks is helpful, especially the idea of encoder-decoder architecture.
Whether you’re a student, AI enthusiast, or just curious about how machines learn to see and create, this session will help you understand one of the most important steps in the journey of generative AI.
**Bonus: Attendees will receive FREE CERTIFICATE of participation.**

Toronto AI, ML and Data Meetup Group

Sandeep Giri

Moshe

Shuduo Sang

Lillian

Darshan Bhoi

Masterclass on Variational Autoencoders: The First Step in Image Generation

Online event

Greetings Everyone!

Data isn’t just for data scientists anymore.
Join us for an eye-opening live session where we introduce **Terno AI**, an AI-powered agentic data scientist that lets anyone explore data, ask questions, and generate dashboards **without writing a single line of code**.

Whether you use **Odoo, SAP, Oracle, Excel, or your company’s internal systems**, Terno seamlessly connects to your data and delivers real-time answers in plain English.

**In this session, you’ll learn how to:**

* Instantly connect Terno to your existing data systems
* Ask natural language questions and get deep analytical insights
* Build dashboards and automate reports without technical skills
* Unlock data-driven decision-making across your entire team

This is perfect for:

* ERP users
* Business owners & operations teams
* Analysts & marketers
* Founders, product managers, and startup teams
* Anyone curious about the future of no-code AI analytics

**Date:** 28 May 2025
**Time:** 8:00 PM IST / 10:30 AM EDT
**Where:** Online (Zoom link provided upon registration)
**Cost:** Free
**Registration Link:** [https://bit.ly/4matVnq](https://bit.ly/4matVnq)
If you’ve ever felt blocked by your data tools, or waited days for answers, this is your moment to break free.

**Let the AI do the heavy lifting.**
**Be the analyst your team needs.**

Georgina Bencsik

Now Everyone Can Be a Data Scientist | Terno AI Live Webinar

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