On Causality & Data Science: I wrote about this before. If you are interested in the fusion of stats, ML and causality, I highly recommend you watching…
Carlos
Facebook AI, Google AI… it’s non-stop: Save for the Chinese BATs (Baidu, Alibaba, Tencent), there are no public or private entities in the world that c…
Carlos
Building Machine Learning Products is too hard - especially comercial or production-ready Machine Learning Products. Huge effort, time, and investment …
Carlos
On PII (Personally Identifiable Information ) and Machine Learning: If you are working in a Machine Learning project in a regulated industry that invol…
Carlos
On the super-fast evolution of NLP research: It’s really hard to keep up with all the things happening in this field… Lately it’s all about Pre-Trained…
Carlos
On the evolution and limitations of data science notebooks: The concept of computational notebooks has been around since the 80’s. Possibly, Matlab was…
Carlos
A Tour-de-force on Causality & Machine Learning: Right! so there is a lot of ‘debate’ recently on whether Causality/Causal Inference can help Machine L…
Carlos
On Deep Learning and New Programming Languages: A couple of weeks ago, Yann LeCun @FacebookAI said that Deep Learning may need a new programming langua…
Carlos
SotA in Speech Recognition - a few days ago, GoogleAI has open-sourced Lingvo, a deep learning framework for State-of-the-Art speech recognition. Click…
Carlos
The NLP Arms Race continues… Just a few days ago Microsoft AI released MT-DNN, a Multi-task Deep NN that outperforms Google’s BERT in almost every NLP …
Carlos
State-of-the-Art in NLP: There’s so much going on in NLP with Transformers, Transfer Learning, Pre-Trained Language Models, Deep NLP… it’s really diffi…
Carlos
Someone asked about Machine Learning in production: What’s your team’s approach to tracking the quality of ML models in production? How do you know if …
Carlos