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Life with AI
By Filipe LauarTechnology
Life with AI episodes
- #7 - What's behind Instagram filters? Understanding the styleGAN.
In this episode I talk about the next generation of instagram filters, that we will be able to edit easily specific attributes of our face or even mix two people. I also explain the artificial intelligence networks behind this next generation of filters.
Instagram: https://www.instagram.com/podcast.lifewithai/
Linkedin: https://www.linkedin.com/company/life-with-ai
Code: https://github.com/filipelauar/projects/tree/main/styleGAN_interfaceGAN_IDInvert_faceAttributeFAN
16 min - #6 - How to generate people that doesn't exist? Understanding Generative Adversarial Networks - GANs.
In this episode I talk about how artificial intelligence is generating people that doesn't exist. I explain how the GANs work, the Generative Adversarial Networks that are able to generate perfectly people from noise.
Instagram: https://www.instagram.com/podcast.lifewithai/
Linkedin: https://www.linkedin.com/company/life-with-ai
This person is real: https://thispersondoesnotexist.com/
Which face is real: https://www.whichfaceisreal.com/
11 min - #5 - How Facebook algorithms work?
In this episode I talk about how Facebook algorithms work. I explain the main goal of the platform and also how do they use our data to make money. I also give some examples of how powerful data is.
12 min - #4 - How the computer understand texts? Understanding Word Embeddings.
In this episode we explain how computers understand texts. I talk about a representation based on the dictionary and a more efficient one based on the attributes/characteristics of the word so that the computer can understand them better.
12 min - #3 - Artificial intelligence for images. Understanding Convolutional Neural Networks - CNNs.In this episode I talk about artificial intelligence for image. I explain the idea behind one of the most popular AI algorithm, the neural networks and show how it's able to learn.18 min
- #2 - Is it possible to predict news?In this episode of the podcast Life with AI I talk about the problem of predicting news. In this episode I show how I statistically proved that it's possible to predict news and I also show could we use such algorithm in practice.20 min
- #1 - AI and fraud detection in the stock market.This is the first episode of the podcast Life with AI, the podcast that talks about artificial intelligence in a simpler way. In this episode I explain the problem of detecting insider trading frauds and how I did to create a dataset of numbers of possible insider trading frauds for the Brazilian market. Hope you like it!20 min
- 1 min
About Life with AI
From the publisher's feed
In this podcast I explain some hard concepts of AI in a way that anyone can understand. I also show how AI is influencing our lives and we don’t know.