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What are Generative Models? | Generative AI

Generative models are driving the Generative AI revolution in 2023. What are generative models and how are they different from discriminative models? This video answers this question and gives a gentle introduction to generative models and conditional generative models.

This video marks the start of a new series of videos on Generative AI and Generative Models. Enjoy and stay tuned!

⌚️ ⌚️ ⌚️ TIMESTAMPS ⌚️ ⌚️ ⌚️
0:00 – Intro
0:10 – Discriminate Models
2:17 – Generative Models
3:37 – Generative Models in real world
4:34 – Conditional Generative Models
5:35 – Dall-e example

🧸 🧸 🧸 TOYS OF THE TRADE 🧸 🧸 🧸

📝 XP-Pen for my scribbles – https://amzn.to/3HNOpPH
⌨️🐭 My Keyboard & Mouse – https://amzn.to/3XKZ3wF
🖥 My Monitor – https://amzn.to/3YdVpvT
💻 My GPUs – https://amzn.to/3YE2aXX
🎤 My Mic – https://amzn.to/3YCdDHA
My work desk – https://amzn.to/3GWF1IP

🛠 🛠 🛠 MY SOFTWARE TOOLS 🛠 🛠 🛠
✍️ Notion – https://affiliate.notion.so/aibites-yt
📹 OBS Studio for video editing – https://obsproject.com
📼 Manim for some animations – https://www.manim.community
🎵 My music – https://www.bensound.com and

📚 📚 📚 BOOKS I HAVE READ, REFER AND RECOMMEND 📚 📚 📚
📖 Deep Learning by Ian Goodfellow – https://amzn.to/3Wnyixv
📙 Pattern Recognition and Machine Learning by Christopher M. Bishop – https://amzn.to/3ZVnQQA
📗 Machine Learning: A Probabilistic Perspective by Kevin Murphy – https://amzn.to/3kAqThb
📘 Multiple View Geometry in Computer Vision by R Hartley and A Zisserman – https://amzn.to/3XKVOWi

MY KEY LINKS
YouTube: https://www.youtube.com/@AIBites
Twitter: https://twitter.com/ai_bites​
Patreon: https://www.patreon.com/ai_bites​
Github: https://github.com/ai-bites​

WHO AM I?
I am a Machine Learning Researcher / Practioner who has seen the grind of academia and start-ups equally. I started my career as a software engineer 15 years back. Because of my love for Mathematics (coupled with a glimmer of luck), I graduated with a Master’s in Computer Vision and Robotics in 2016 when the now happening AI revolution just started. Life has changed for the better ever since.

#machinelearning #deeplearning #aibites