Claudio MasoloRole and skills of a MLOps engineerMachine Learning Operations (MLOps) is an emerging discipline that aims to integrate the practices of machine learning and operations to…Jan 3Jan 3
Claudio MasoloSome notes on flash attentionRecently I read the paper about the FlashAttention. In this post, I want to try to make the main idea behind the Flash Attention simple and…Dec 29, 2023Dec 29, 2023
Claudio MasoloMy learning path to GCP Professional Cloud Architect CertificationIn this post I want to share my learning path to GCP Professional Cloud Architect Certification, I hope this could help anyone interested…Mar 23, 20202Mar 23, 20202
Claudio MasoloinTowards Data ScienceAirflow for orchestrate your machine learning algorithmsAs data engineer a big challenge is to manage, schedule and run work-flow to prepare data, generate reports and run algorithms. The scope…Mar 31, 2019Mar 31, 2019
Claudio MasoloA twitter sentiment analysis pipeline with neural network, kafka, elasticsearch and kibanaThe goal of this work is to build a pipeline to classify tweets on US airlines and show a possible dashboard to understand the customer…May 3, 2018May 3, 2018
Claudio MasoloSentiment Analysis on US Twitter Airlines dataset: a deep learning approachIn two of my previous posts (this and this), I tried to make a sentiment analysis on the twitter airline data set with one of the classic…Mar 11, 20183Mar 11, 20183
Claudio MasoloConsider to introduce docker to your data science workflowOne of the big issue as data scientist is to configure correctly the data science environment. Sometimes this means install a lot of…Jan 14, 20181Jan 14, 20181
Claudio MasoloinTowards Data ScienceSentiment analysis on US Twitter Airline dataset — 2 of 2The results of the analysis made in the last post, are found on dataset. But now, my goal is to have these statistics updated at every…Oct 3, 20171Oct 3, 20171
Claudio MasoloinTowards Data ScienceSentiment analysis on US Twitter Airline dataset — 1 of 2I want to explore some concept of sentiment analysis and try some libraries that can help in data analysis and sentiment analysis. The…Sep 28, 2017Sep 28, 2017
Claudio MasoloinTowards Data ScienceClustering for everyday life — 2 of 2-In my previous post, I wrote about clustering and k-means algorithm. In this post, I want to use those concepts and TensorFlow to write a…May 25, 2017May 25, 2017