Quem nunca tentou começar uma nova carreira em um ramo da Ciência da Computação cujas posições de trabalho requerem experiência? Mesmo nas posições Junior, as expectativas podem ser altas. Eu observei isso nas áreas de pesquisa e desenvolvimento de machine learning e data science. Inclusive ouvi pessoas me perguntando como…

Whenever I want to learn a new machine learning method, I write a single file example with a Minimum Viable Experiment (MVE). Last time I did an MVE to learn RL and Q-Learning. This time I want to learn Evolution Strategies. Before I show you the code I came up…

You’re sold on self driving cars (SDC), right? You’ve read so much about the future of mobility and how disruptive self driving cars can be. …

We need well designed methods for progress in both Academia and industry. For example, the recent Deep Learning trend started in Academia as an approach to improve Machine Learning performance in well known tasks. After years of Academic validation, Deep Learning graduated to a systems problem and is widely adopted…

Machine Learning, and more so Deep Learning, is so popular now that it is being referred as AI itself. Gladly, your startup just got funded or your new team budget was approved! Now you will be doing Deep Learning as well. You already had fun with Keras, Imagenet, etc. That…

Humans just got beaten by computers again. This time in the board game Go, playing against a program called AlphaGo that was developed by Google DeepMind. Here we ponder possible further applications of the technology behind AlphaGo in our lives. …