Sat.May 21, 2022 - Fri.May 27, 2022

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The Definitive Guide To Switching Your Career Into Data Science

KDnuggets

Colossal amounts of data need to be dealt with by specialists. It’s no wonder then that the job prospects in this industry are expected to rise much faster than in other occupations.

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Cloud Native Data Orchestration For Machine Learning And Data Engineering With Flyte

Data Engineering Podcast

Summary Machine learning has become a meaningful target for data applications, bringing with it an increase in the complexity of orchestrating the entire data flow. Flyte is a project that was started at Lyft to address their internal needs for machine learning and integrated closely with Kubernetes as the execution manager. In this episode Ketan Umare and Haytham Abuelfutuh share the story of the Flyte project and how their work at Union is focused on supporting and scaling the code and communi

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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

AltexSoft

How many days will a particular person spend in a hospital? Healthcare facilities and insurance companies would give a lot to know the answer for each new admission. Today, we can employ AI technologies to predict the date of discharge. This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations.

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Who is Ready for Climate Disclosures?

Cloudera

I recently attended the CeFPro environmental, social, and corporate governance (ESG) conference in London along with a variety of risk experts and ESG leaders from large global institutions. If you have followed my prior blog posts , you know that I have a keen interest in the topic of climate risk modeling and how it can help assess the economic impacts of climate change.

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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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The Complete Collection of Data Science Books – Part 2

KDnuggets

Read the best books on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, MLOps, Robotics, IoT, AI Products Management, and Data Science for Executives.

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Unlocking The Value Of Data Across The Organization Through User Friendly Data Tools With Prophecy

Data Engineering Podcast

Summary The interfaces and design cues that a tool offers can have a massive impact on who is able to use it and the tasks that they are able to perform. With an eye to making data workflows more accessible to everyone in an organization Raj Bains and his team at Prophecy designed a powerful and extensible low-code platform that lets technical and non-technical users scale data flows without forcing everyone into the same layers of abstraction.

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Tailored Support Designed for You

Cloudera

? ?. At Cloudera we’re building the world’s only hybrid data platform that’s founded on open source and truly hybrid. What do we mean by truly hybrid? Well, not only does it seamlessly support on-premises and cloud-based deployments alike, but uniquely, it is cloud vendor agnostic, allowing multi-cloud strategies to thrive. . Cloudera continues to innovate at pace, providing new and exciting features across Cloudera Data Platform (CDP) that many of our customers can’t wait to get their hands on.

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Machine Learning Is Not Like Your Brain Part Two: Perceptrons vs Neurons

KDnuggets

An ML system requiring thousands of tagged samples is fundamentally different from the mind of a child, which can learn from just a few experiences of untagged data.

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Current 2022: How to Become a Speaker

Confluent

Want to submit a talk or speak at Current this year? Here's how! Share your expertise on Apache Kafka, data streaming technologies, and real-time data.

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Free Monads in Scala Explained

Rock the JVM

A tutorial on Free Monads in Scala: Explore how they work and discover their benefits

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Office Hours Recap: Optimize Cost and Query Latency With SQL Transformations and Real-Time Rollups

Rockset

Visit our Rockset Community to review previous Office Hours or to see what's coming up. During our Office Hours a few weeks ago, Tyler and I went over what are SQL transformations and real-time rollups, how to apply them, and how they affect your query performance and index storage size. Below, we’ll cover some of the highlights. SQL transformations and real-time rollups occur at ingestion time before the Rockset collection is populated with data.

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Predicting Cryptocurrency Prices Using Regression Models

KDnuggets

In this article, we explore how to get started with the prediction of cryptocurrency prices using multiple linear regression. The factors investigated include predictions on various time intervals as well as the use of various features in the models such as opening price, high price, low price and volume.

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Tackling the complexity of joining snapshots

dbt Developer Hub

Let’s set the scene. You are an analytics engineer at your company. You have several relational datasets flowing through your warehouse, and, of course, you can easily access and transform these tables through dbt. You’ve joined together the tables appropriately and have near-real time reporting on the relationships for each entity_id as it currently exists.

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Available Only Till Stocks Last. Employable Only Till Skills Are Relevant

U-Next

Time is the only changing constant and with time, everything changes. Emotions, people and markets. Every now and then in our lives, there comes a time of disruption. Where routines are rattled and we are introduced to new things. . While this often sounds exciting, what these sudden changes put an end to are existing conventions and practices. . We are living at one such time. .

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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5 minutes to configure Pipeline Log in Apache Hop

know.bi

Pipeline Log

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Data Science Projects That Will Land You The Job in 2022

KDnuggets

Project ideas and portfolio tips from a self-taught data scientist.

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Automating Redaction Compliance to Improve Workflow Efficiency in Foreclosure & Bankruptcy Cases

Elder Research

The post Automating Redaction Compliance to Improve Workflow Efficiency in Foreclosure & Bankruptcy Cases appeared first on Elder Research.

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Monte Carlo Raises $135M Series D to Accelerate the Rapid Growth of the Data Observability Category

Monte Carlo

Today, I’m excited to announce that Monte Carlo, the data reliability company, has raised $135M in Series D funding from IVP, with participation from Accel, GGV Capital, Redpoint Ventures, ICONIQ Growth, Salesforce Ventures, and GIC Singapore. With this round, we’ve raised a total of $236M in a 20-month period, most recently announcing their Series C in August 2021 and a suite of new product functionalities to help data teams achieve more reliable data.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Critical Decisions for Critical Parts in Automotive Supply Chains

Teradata

As automotive manufacturers pivot to recover their supply chains and build resilience against the background of perpetual disruption there is a class of parts which stands out. Read more.

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3 Reasons Why Teamwork is an Essential Skill in Data Science

KDnuggets

This article will discuss 3 important reasons why teamwork is so crucial in real-world data science projects.

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Engineering Manager Tiffany Jianto on Career Growth and Taking Ownership at Confluent

Confluent

Why Tiffany Jianto chose to join Confluent over other tech giants, how she supports her team as an Engineering Manager, and what they’re doing to encourage more women in tech.

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Introducing the Next Class of Data Reliability Pioneers

Monte Carlo

They range from SMBs (small/medium businesses) to the Fortune 50. They span industries such as aviation; food and beverage; financial services; media; security; human resource management, and more. What they all have in common is a dedication to providing the highest quality data to their internal and external customers. Last year, we were thrilled to renew 100 percent of our customers , a testament to the enthusiasm and excitement around the data observability category – and our mission o

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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DataKitchen Named a Representative Vendor in the 2022 Gartner® Data and Analytics Essentials: #DataOps Report

DataKitchen

"The goal of DataOps is to enable predictable delivery and change management of data and all data-related artifacts such as data pipelines, data models and semantics". The post DataKitchen Named a Representative Vendor in the 2022 Gartner® Data and Analytics Essentials: #DataOps Report first appeared on DataKitchen.

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Weak Supervision Modeling, Explained

KDnuggets

This article dives into weak supervision modeling and truly understanding the label model.

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A star (generator) is born

dbt Developer Hub

We’ve likely been here: Table A has 56 columns and we want to select all but one of them ( column_56 ). So here we go, let’s get started… select column_1 , column_2 , column_3 , please_save_me… from {{ ref ( 'table_a' ) }} At this point, you realize your will to continue typing out the next 52 columns has essentially dwindled down to nothing and you’re probably questioning the life choices that led you here.

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Monte Carlo’s Series D and the Future of Data Observability

Monte Carlo

Four years ago, I was leading a data team at Gainsight, a customer success company, responsible for generating the analytics that powered our executive dashboards. I was regularly getting questions and pings from downstream consumers like “This data is wrong.” It was a painful experience, but unfortunately, it wasn’t unique. As it turns out, I wasn’t the only one who felt this pain.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Top 5 TIMESAVING PowerBI Shortcuts

FreshBI

Reject track-pads; embrace keyboard heritage It’s not a complicated blog post, we want to bring your our top 5 keyboard shortcuts in PowerBI. #1 Select all occurrences of the current selection in the DAX editor If you’ve ever found yourself needing to do a find replace in a DAX Measure, this is a God-Send. By Highlighting a word, we can select all instances of that work and overwrite or modify it.

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Data Science, Statistics and Machine Learning Dictionary

KDnuggets

Check out this curated list of the most used data science terminology and get a leg up on your learning.

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Understanding Agent Environment in AI

KDnuggets

The role of the agent is always very important in artificial intelligence, machine learning, and deep learning. Learn more about agents here.

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Top Jobs and Salaries in Data Science in 2022

KDnuggets

If you are looking to get into the field, you are probably looking for something that you are interested in, but also know that you have a nicely compensated salary. Read more here.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.