Tag: Data and analytics
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ETL pipeline from AWS DynamoDB to Aurora PostgreSQL
Posted on July 20, 2021, Level intermediate Resource Length long
In a world where an ever-increasing amount of data is being gathered, companies often find themselves without the tools to optimally use the often unstructured data they've gathered. By trackit.io.
Tags data-and-analytics cloud-and-infrastructure backend-development
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What are the benefits of Artificial Intelligence in Government?
Posted on July 16, 2021, Level beginner Resource Length medium
From listening better to citizens, to making operations more efficient, AI brings multiple benefits to governments to make better decisions. By Hugo Cen.
Tags data-and-analytics ai-and-machine-learning miscellaneous leadership-and-career architecture-and-apis
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Machine learning for Transformers - Explained with language translation
Posted on July 15, 2021, Level beginner Resource Length long
Day by day the number of machine learning models is increasing at a pace. With this increasing rate, it is hard for beginners to choose an effective model to perform Natural Language Understanding (NLU) and Natural Language Generation (NLG) mechanisms. By Purnasai Gudikandula.
Tags data-and-analytics ai-and-machine-learning business-and-emerging-tech
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How to handle one-to-many relationships in NoSQL databases
Posted on July 11, 2021, Level beginner Resource Length medium
Data modeling in NoSQL is trickier than normal SQL. Sometimes, it goes against our intuition. Especially coming from an SQL background, I found it hard to comprehend the various reasons behind the data modeling in NoSQL databases like AWS DynamoDB or Firebase. By Mohammad Faisal.
Tags data-and-analytics product-and-design software-engineering
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Neo4j 4.3: Relationship indexes
Posted on July 8, 2021, Level beginner Resource Length medium
The new index types in Neo4j 4.3 work in much the same way as Node and Node Property indexes do -- they enable you to quickly look up where there are references to a particular Relationship Type in the graph (i.e. which Nodes are connected by the relationship). By Stu Moore, Product Manager.
Tags data-and-analytics cloud-and-infrastructure
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Behind the scenes of creating the world's biggest graph database
Posted on July 3, 2021, Level intermediate Resource Length long
How we'd decided to try and build the biggest graph database that has ever existed. By Chris Gioran.
Tags data-and-analytics business-and-emerging-tech software-engineering cloud-and-infrastructure devops-and-ci-cd
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5 Myths about the current state of healthcare technology
Posted on June 26, 2021, Level beginner Resource Length short
As the healthcare industry continues to expand and adapt to new technology use, many remain skeptical about the benefits while critical of the hindrances. While these concerns are valid, it is important to understand the true implications of expanding healthcare technology, and not allow myths to deter this growth. By Heather Turnbaugh.
Tags miscellaneous leadership-and-career data-and-analytics business-and-emerging-tech ai-and-machine-learning
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Processing time-series data with Redis and Apache Kafka
Posted on June 22, 2021, Level beginner Resource Length medium
Learn how to analyze time-series data through RedisTimeSeries with Apache Kafka in this practical walkthrough. RedisTimeSeries is a Redis module that brings native time-series data structure to Redis. By Abhishek Gupta.
Tags product-and-design data-and-analytics architecture-and-apis
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Efficient machine learning inference
Posted on June 19, 2021, Level advanced Resource Length long
The benefits of multi-model serving where latency matters. By By Alejandro Lince and Steven Ross.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure
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Implementing an end-to-end machine learning workflow with azure data factory
Posted on June 13, 2021, Level intermediate Resource Length long
From collecting data to sending results, ADF constructs the right MLOps Lifecycle on one screen. By Rahulraj Singh.
Tags data-and-analytics ai-and-machine-learning cloud-and-infrastructure
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Greykite: A flexible, intuitive, and fast forecasting library
Posted on May 29, 2021, Level intermediate Resource Length medium
In this blog post, we introduce the Greykite library, an open source Python library developed to support LinkedIn's forecasting needs. Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and automated forecasting at scale. Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad.
Tags backend-development cloud-and-infrastructure software-engineering data-and-analytics ai-and-machine-learning
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Product analytics at startups
Posted on May 26, 2021, Level beginner Resource Length long
A solid product analytics stack is the foundation of data-driven culture. Behavioral data enables a development team to track results, connect feature improvements to outcomes, and measure progress to inform decision making. By Julia Enthoven and Shah Ahmed.
Tags data-and-analytics software-engineering business-and-emerging-tech leadership-and-career