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Data Science

Data Science What is Data Science? Data science is a field that uses mathematics methods and algorithms to extract insights from your data lake. Data science is related to data mining, machine learning and big data. Our Data Science Blogs K Means Via BQ ML Demystified Is Deep Learning better than Machine Learning? Google GCP… Continue reading Data Science

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AWS S3

AWS S3 What is S3? S3 is an object storage managed service that offers industry-leading scalability, data availability, security and performance. S3 advantages: S3 is a cloud base application, meaning you don’t have to worry about maintenance. Every information you upload to S3 is replicated 3 times across the AWS availability zones . S3 use… Continue reading AWS S3

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Architecture

Architecture What is a good Big Data Architecture? A good data lake enables fast querying of data, in a positive ROI and low maintenance.Basically, Faster Cheaper and simpler should be theĀ  motto for a good Architecture. Our Architecture Blogs JutoLake – Analytics with no boundaries Big Data Architecture Best Practices 16 Tips to reduce costs… Continue reading Architecture

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airflow, AWS, Cloud SQL, Data Engineering, GCP

Everything you need to know about installing a DIY LocalExecutor Airflow cluster backed by MySQL Cloud SQL

Everything you need to know about installing a DIY LocalExecutor Airflow cluster backed by MySQL Cloud SQL Author: Omid Vahdaty 20.10.2019 Linkedin Whether you are using Google’s Composer or you want experiment with Airflow there many reason to start using Airflow: The first and foremost – orchestration visibility and management, fullThe second would be –… Continue reading Everything you need to know about installing a DIY LocalExecutor Airflow cluster backed by MySQL Cloud SQL

architecture, AWS, Security

Recommendations for a new AWS account

AWS offers a number of tools to help secure your account. Many of these measures are not active by default, and you must take direct action to implement them. Here are some recommended practices to consider to help secure your account and its resources: AWS Identity and Access Management (IAM) [1] ======================================== The two main… Continue reading Recommendations for a new AWS account