A collection of 16 posts
How to ML - Monitoring
As much as machine learning developers like to think that once they've got a good enough model, the job is done, it's not quite so. The first couple of weeks after deployment are critical. Is the model really as good as offline tests said they are? Maybe something is different
GPT-3 and AGI
One of the most impressive/controversial papers from 2020 was GPT-3 from OpenAI. It's nothing particularly new, it's mostly a bigger version of GPT-2, which came out in 2019. It's a much bigger version, being by far the largest machine learning model at the time it was release, with 175
What is ML? part 3
Yesterday we saw that machine learning is behind some successful products and it does have the potential to bring many more changes to our life. So what is it? Well, the textbook definition is that it's the building of algorithms that can perform tasks they were not explicitly programmed to
What is ML? part 2
Yesterday [https://rolisz.ro/2020/12/21/what-is-ml/] I wrote how AI made big promises in the past but it failed to deliver, but that now it's different. What's changed? Well, now we have several products that work well with machine learning. My favorite example is Google Photos [https://photos.
What is ML?
Machine learning is everywhere these days. Mostly in newspapers, but it's seeping into many real life, actual use cases. But what is it actually? If you read only articles on TechCrunch [https://techcrunch.com/2020/12/03/ais-next-act-genius-chips-programmable-silicon-and-the-future-of-computing/] , Forbes [https://www.forbes.com/sites/johnkoetsier/2020/07/09/elon-musk-tesla-will-have-level-5-self-driving-cars-this-year/] , Business
Machine Learning stories: Misunderstood suggestions
A couple of years ago I was working on a calendar application, on the machine learning team, to make it smarter. We had many great ideas, one of them being that once you indicated you wanted to meet with a group of people, the app would automatically suggest you a
The Master Algorithm
Having a goal to read books really helps with reading them. I finally started reading through the mountain of machine learning books that have been sitting on my shelves for half a year. The Master Algorithm by Pedro Domingos, a professor at the University of Washington, is an user friendly
După cum am promis în urmă cu câteva zile [https://rolisz.ro/2013/11/09/imprezzio-software-contest/], voi prezenta proiectul meu cu care am participat la Imprezzio Software Contest și pe care probabil îl voi prezenta la licență. Ideea aplicației a pornit în anul 1 de facultate, când în primele