Life with AI

#9 - Trees and forests. How these algorithms work? Understanding XGBoost and RandomForest.

In this episode I explain how the machine learning algorithms based on trees and forests work. In the episode I explain in a simple way the idea behind the decision trees and also the powerful algorithms RandomForest and XGBoost and its respectives methods, bagging and boosting.

#8 - Myths and truths about Artificial Intelligence

In this episode we talk about some myths and truths about Artificial Intelligence. We talk about the general artificial intelligence, where the robots would conquer the earth, and a lot of other curiosities about AI!

#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...

#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/

#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.

#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.

#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.

#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.

#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!

Life with AI (Trailer)