PinnedMember-onlyGet started with Text-to-Image Synthesis in 2023A text-to-image model is a machine learning model which takes as input a natural language description and produces an image matching that description. But could it be more than that? Yes. A recent paper shows two novel techniques to augment a text-to-image model so we can have more control over…Text To Image Synthesis4 min readText To Image Synthesis4 min read
PinnedMember-onlyML News: Trending tools to enhance your MLOps stack | #01In this article, you will learn about trending ML tools you can use to build, improve and secure your MLOps Pipelines. The MLOps tools landscape is snowballing. It reminds me a lot of common sentiment about JavaScript frameworks, “every day, there is a new one.” Unfortunately, this makes it hard…Machine Learning4 min readMachine Learning4 min read
Published in MLearning.ai·PinnedMember-onlyHow I learned to assess MLOps projects worth pursuingIn this article, you will learn how to assess whether an MLOps project is worth your time and will provide meaningful business value. In 2019, at the beginning of my career as a consultant Data Scientist, I lost an important contract with one of the largest FMCG (Fast-Moving Consumer Goods)…Mlops8 min readMlops8 min read
Oct 27, 2022Member-onlyMLOps at a “Reasonable Scale”: What is it? Why should you care?“MLOps at a reasonable scale” is a term coined by dear friend Jacopo Tagliabue that simply means ML done by individuals or organizations that are on a limited budget. That’s all, the article is done. Just kidding! According to Jacopo, “reasonable scale” can be classified by revenue, team size, dataset…Data Science5 min readData Science5 min read
Oct 25, 2022Member-onlyBest Tools for ML Pipelines, Serving, and model graph visualization | #03Do you want to know how to get your ML models up and running quickly? You can do it 2x faster using the tools I’m going to talk about today. I know it might sound too good for you, but it’s not. Using the tools I will later describe you…Data Science4 min readData Science4 min read
Published in DataDrivenInvestor·Oct 1, 2022Member-onlyML News: Best Tools for ML Data Validation, HPO and Inference Endpoints | #02This week I bring you a set of tools to improve your MLOps workflow in 3 distinct areas of the pipeline: Data validation, Experimentation, and Deployment. Tensorflow Data Validation ( TFDV)Data Science5 min readData Science5 min read
Published in The Startup·Dec 18, 2020Member-onlyWhat Are RBMs, Deep Belief Networks and Why Are They Important to Deep Learning?In this article, we are going to take a look at what are DBNs and where can we use them. — A Deep Belief Network(DBN) is a powerful generative model that uses a deep architecture and in this article, we are going to learn all about it. Don’t worry this is not related to ‘The Secret or Church’, even though it involves ‘Deep Belief’, I promise! After you read this article…Deep Learning9 min readDeep Learning9 min read
Published in Digital Diplomacy·Nov 5, 2020Member-onlyIndustry 4.0: Manufacturing Post-PandemicIn this article, we are going to discuss the benefits, challenges and ethics of automation at scale. Last December the world celebrated and we all were anxious to get started with 2020, as a new year comes with the promise of better fortune but little did we all know that…Industry 4 011 min readIndustry 4 011 min read
Published in The Startup·Jun 30, 2020Member-onlyAI & Automation: A Take Over or Symbiosis?Rethinking the future we want not the one that will befall us. We are in charge of our destiny. Nowadays there are a lot of headlines saying things like: “AI to run a factory X or AI is going to replace human cooks in this country”. I strongly believe that…AI6 min readAI6 min read
May 6, 2020Image Enhancement: “Teaching AI To Fill-In The Pixels”In this article, we are going to talk about and implement image-to-image translation for Super-Resolution. Furthermore, talk about and add the best tips tricks to improve our results. I started my Data Science journey with a fascination for the raw data processing power and potential for doing good with the…Super Resolution9 min readSuper Resolution9 min read
