Sep 12, 2019AI: OpenAI GymOpenAI has been on the news for some time. The media attention of OpenAI is deeply related with the interest in Reinforcement Learning (RL) applications. In the graph below we see the google searches related with RL and OpenAI. …Machine Learning3 min readMachine Learning3 min read
Aug 22, 2019Member-onlyAI: Monte Carlo Tree Search (MCTS)Monte Carlo Tree search is a fancy name for one Artificial Intelligence algorithm used specially in games. Alpha Go reportedly used this algorithm with a combination of Neural Network. MCTS has been used in many other applications before that. Here I explain what algorithm is, and how it works. What is Monte Carlo Tree Search MCTS…Machine Learning4 min readMachine Learning4 min read
Published in deeplearningbrasilia·Dec 19, 2018Deep Learning: Introduction to PyTorchPyTorch is an AI framework developed by Facebook. Its code is available on GitHub and at the current time has more than 22k stars. It has been gaining a lot of momentum since 2017 and is in a steady adoption growth. …Machine Learning6 min readMachine Learning6 min read
Published in deeplearningbrasilia·Nov 15, 2018Deep Learning: Deploying an AI application with FlaskI tried introducing how to deploy an AI application. Please leave a comment about it or about something else that you would want me to write next. Follow me and show some love clapping if you like it! LinkedIn Twitter Github You created your Deep Learning model. You had excellent…AWS4 min readAWS4 min read
Published in deeplearningbrasilia·Nov 9, 2018Deep Learning: The Learning PartI tried introducing how learning happens on a Neural Network. Please leave a comment about it or about something else that you would want me to write next. Follow me and show some love clapping if you like it! LinkedIn Twitter You started working with Deep Learning. You have a…Machine Learning6 min readMachine Learning6 min read
Published in deeplearningbrasilia·Nov 1, 2018Deep Learning: Style TransferI tried giving the intuition on how Style Transfer works. Please leave a comment about it or about something else that you would want me to write next. Follow me and show some love clapping if you like it Style Transfer is an application of neural networks that is fairly…Machine Learning4 min readMachine Learning4 min read
Published in deeplearningbrasilia·Oct 25, 2018Deep Learning: Convolutional Neural NetworksI tried giving the intuition and basic components of how CNNs work. Please leave a comment about it or about something else that you would want me to write next. Follow me and show some love clapping if you like it Convolutional Neural Networks (CNNs) are the Neural Networks tools…Machine Learning4 min readMachine Learning4 min read
Published in deeplearningbrasilia·Oct 18, 2018Deep Learning: Recurrent Neural NetworksRecurrent Neural Networks (RNNs) are the Neural Network tools for problems that deal with sequential data. It became increasingly more popular due to their great results in Natural Language Processing (NLP). Within NLP they are used for the most varied tasks like translation, text classification, automatic text generation. Here, I…Machine Learning4 min readMachine Learning4 min read
Oct 11, 2018Serverless InfrastructuresServeless infrastructures are the solution for implementing true auto-scaling and tying your costs with how much your application is used. The traditional path of putting software into production is to test on a development computer and then try to find a server to host your code. Sometimes it can be…AWS3 min readAWS3 min read
Sep 10, 2018Upverter — My experience designing PCBsUpverter is an entirely online Printed Circuit Board software. I have used it since around 2016 to design something like 4 boards. I am not associated with Upverter in any form, but I do believe it is a very useful software worth mentioning. …Hardware3 min readHardware3 min read
