The Analytics Gazette
A Data Science Blog - Affiliated to DataNess.IA
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Spark Internals
Spark Internals To be released soon Please enable JavaScript to view the comments powered by Disqus.
A Recommander System Architecture Design
A Recommander System Architecture Design As the second installment in a blog series on Machine Learning system design, I present a straightforward architecture for training and maintaining a recommender system tailored to video sharing platforms such as YouTube. This problem of ML system design consists of two major building blocks:...
TigerGraph Overview
TigerGraph Overview A comprehensive overview of TigerGraph, highlighting its scalable system architecture and describing its unique data science capabilities. Read it on meduim! : Link on meduim In this article, we are going to present a general overview of TigerGraph. We will describe its architecture to showcase its capabilities and...
Comparing Databases
Comparing Databases Databases types can be classified into two types: Relational databases NOSQL databases There are also other special databases such as: object oriented databases and time series databases. NOSQL databases are generally categorised into four types: key value databases document databases graph oriented databases column oriented databases Each database...
Anomaly detection: ML System Design
System Design Exercice Problem definition: For an anomaly detection use case, we wish to design a platform (i) for near real-time data ingestion from a data stream and (ii) for model training (online and batch) to solve the problem. The online (re)training should be executed at the rate of data...
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Welcome to my blog!
Hi there 👋 You can call me AsmaZgo! I’m a Senior Machine Learning engineer with 6 years of experience in data science and big data engineering. I’m skilled in building and deploying complex models for a variety of applications, and experienced in managing and analyzing large datasets. I’m also passionate...