Tag: Data science
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Building a Data Lake on Google Cloud Platform
Posted on March 17, 2022, Level beginner Resource Length medium
When creating a platform, it's critical to have clearly defined customers and products that will benefit from it rather than building in a vacuum. By Javier Turegano Director, Software Engineering @slack.
Tags cloud analytics big-data data-science gcp apache
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Behaviors trees in AI: Why you should ditch your event framework
Posted on March 6, 2022, Level beginner Resource Length medium
In this article, I look into some of the shortages of event-driven programming and suggest behavior trees as an effective alternative, suitable for back/front-end application development. By T de Souza.
Tags big-data big-data cio data-science frameworks
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Why mutability is essential for real-time data analytics
Posted on February 24, 2022, Level intermediate Resource Length medium
Successful data-driven companies like Uber, Facebook and Amazon rely on real-time analytics. Personalizing customer experiences for e-commerce, managing fleets and supply chains, and automating internal operations all require instant insights on the freshest data. By Dhruba Borthakur.
Tags analytics database big-data cio data-science search
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Six steps for leading successful data science teams
Posted on February 10, 2022, Level beginner Resource Length long
An increasing number of organizations are bringing data scientists on board as executives and managers recognize the potential of data science and artificial intelligence to boost performance. But hiring talented data scientists is one thing; harnessing their capabilities for the benefit of the organization is another. By Rama Ramakrishnan.
Tags big-data analytics cio data-science
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Ray on databricks
Posted on January 31, 2022, Level intermediate Resource Length long
Ray is an open-source project first developed at RISELab that makes it simple to scale any compute-intensive Python workload. With a rich set of libraries and integrations built on a flexible distributed execution framework, Ray brings new use cases and simplifies the development of custom distributed Python functions that would normally be complicated to create. By Stephen Offer.
Tags data-science python machine-learning big-data
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What identity management teaches CSOs/CDOs about data-centric security
Posted on January 19, 2022, Level beginner Resource Length medium
At the turn of the 21st century, the identity management discipline within IT Security was born of necessity. Advancements in computer technology meant that every area, function, and discipline within organizations was turning to automation to gain a competitive advantage. A computer was placed on every desk, and servers, mini-computers, and mainframes were being deployed to automate every area of the business. By Chris Olive.
Tags big-data data-science infosec software-architecture cio how-to
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How to create a KPI dashboard in Power BI to make smarter decisions faster
Posted on January 7, 2022, Level beginner Resource Length medium
Imagine having a business meeting where you are given puzzles instead of information. To get to the KPI dashboard to round up your performance, you need to piece the puzzle together. Sounds funny, right? Well, in reality, meetings or preparing a report often consist of pure efforts to obtain and interpret the right data.By Blaz Abe.
Tags analytics data-science cio learning
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Costs of being an analytics laggard... and path to becoming a leader
Posted on January 4, 2022, Level beginner Resource Length medium
How much money is your organization leaving on the table by not being more effective at leveraging data and analytics to power your business? This question is becoming more and more relevant for all organizations of all sizes in all industries as AI / ML capabilities become more widely available. And nothing highlights the costs of not becoming more effective at leveraging data and analytics to power your business models then a recent study by Kearney titled "The impact of analytics in 2020". Posted by Bill Schmarzo.
Tags analytics learning data-science miscellaneous how-to
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Create your own Kotlin playground (and get a data science head start) with Jupyter Notebook
Posted on December 30, 2021, Level intermediate Resource Length long
Learn the basics of Jupyter Notebook and how to turn it into an interactive interpreter for Kotlin. You'll also learn about Data Frames, an important data structure for data science applications. By Joey deVilla.
Tags kotlin java app-development jvm data-science
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How Airbnb enables consistent data consumption at scale
Posted on December 25, 2021, Level intermediate Resource Length long
In this post, we will focus our story on how Minerva drastically simplifies and improves the data consumption experience for our users. Specifically, we will showcase how a unified metric layer, which we call the Minerva API, helps us build versatile data consumption experiences tailored to users with a wide range of backgrounds and varying levels of data expertise.
Tags data-science database cloud python distributed
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101 machine learning algorithms for data science with cheat sheets
Posted on November 10, 2021, Level beginner Resource Length medium
Your one-stop shop for machine learning algorithms. These 101 algorithms are equipped with cheat sheets, tutorials, and explanations. By Nathan Piccini.
Tags big-data learning data-science analytics
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How to tell a story with data: A guide for beginners
Posted on November 4, 2021, Level beginner Resource Length long
Over the past few years, data storytelling has taken off. This is not only because data and the role it plays in our lives is increasing. It's also because storytelling is the way we as humans have always come to understand ourselves and the world we live in. By Lydia Hooper.
Tags data-science learning cio agile miscellaneous