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Will Fuks
Will Fuks

263 Followers

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Sep 25

dbt-flow: unit testing ELT transformations

Let’s discuss some techniques to improve ELT jobs built on top of dbt. — A while ago a former boss of mine invited me for a work related to data engineering and the construction of a set of indicators for the Carrefour company. The project should be delivered in two months; I thought to myself that that would be easy! But then he also…

Dbt

17 min read

dbt-flow: unit testing ELT transformations
dbt-flow: unit testing ELT transformations
Dbt

17 min read


Published in

Geek Culture

·Jul 6, 2021

djwto: Django Authentication with JWT

Introducing an alternative implementation for the auth layer using JWTs. — I usually write about data science projects. So it begs the question: “How come this post can be about adding a JWT based auth layer on top of Django?” Well, what I can say is, on each project that we work on, the need to offer customers some sort of…

Django

6 min read

djwto: Django Authentication with JWT
djwto: Django Authentication with JWT
Django

6 min read


Published in

Towards Data Science

·Dec 18, 2020

Implementing Causal Impact on Top of TensorFlow Probability

Using structural time series to infer impactful causality between variables. — One day a good friend and coworker of mine came to me and asked a question that would “haunt me” to this day. In fact, this post, written years after that question, is a derivation of that conversation. He asked: -Hey man! We are trying to solve an interesting problem…

Machine Learning

20 min read

Implementing Causal Impact  on Top of TensorFlow Probability
Implementing Causal Impact  on Top of TensorFlow Probability
Machine Learning

20 min read


Published in

Towards Data Science

·Jul 29, 2020

Building a Complete AI Based Search Engine with Elasticsearch, Kubeflow and Katib

Let’s see how to build a complete search engine on top of Kubernetes with AI personalized results — Building search systems is hard. Preparing them to work with machine learning is really hard. Developing a complete search engine framework integrated with AI is really really hard. So let’s make one. ✌️ In this post, we’ll build a search engine from scratch and discuss on how to further optimize…

Elasticsearch

19 min read

Building a Complete AI Based Search Engine with Elasticsearch, Kubeflow and Katib
Building a Complete AI Based Search Engine with Elasticsearch, Kubeflow and Katib
Elasticsearch

19 min read


Published in

Towards Data Science

·Jul 21, 2020

Solving One of the Biggest Challenges for AI-Based Search Engines: Relevance

Let’s learn how to implement ClickModels in order to extract Relevance from clickstream data. — Building a search engine system usually follows some well-known steps for the most part: Choose an appropriate database for the search operation. Save a set of documents. Apply transformations to the documents fields (remove accents, filter plural, break white spaces…). Create a querying rule for retrieving those documents.

Machine Learning

14 min read

Solving One of the Biggest Challenges for AI-Based Search Engines: Relevance
Solving One of the Biggest Challenges for AI-Based Search Engines: Relevance
Machine Learning

14 min read


Published in

Google Cloud - Community

·Dec 12, 2017

How We Implemented a Fully Serverless Recommender System Using GCP

Just recently we were faced with a quite exciting challenge by our company and I’d like to take the opportunity to write down about it and what we’ve learned along the way. Our main goal was to work together with our central team at GFG Group to develop a Recommender…

Google Cloud Platform

29 min read

How We Implemented a Fully Serverless Recommender System Using GCP
How We Implemented a Fully Serverless Recommender System Using GCP
Google Cloud Platform

29 min read

Will Fuks

Will Fuks

263 Followers

Mainly interested in data science and software development topics.

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