Fri.Jul 21, 2023

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How to initialize state in Apache Spark Structured Streaming stateful jobs?

Waitingforcode

Starting from Apache Spark 3.2.0 is now possible to load an initial state of the arbitrary stateful pipelines. Even though the feature is easy to implement, it hides some interesting implementation details!

IT 130
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The Drag-and-Drop UI for Building LLM Flows: Flowise AI

KDnuggets

Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

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Career & Motherhood: How Cloudera Helped Me Transition Into Motherhood With Twins

Cloudera

Congratulations on your pregnancy! Finding out you are pregnant is an exciting and life-changing experience, but it can also bring some unexpected challenges – especially if you find out you’re pregnant with twins after accepting a new job offer. That’s exactly what happened to me. I was thrilled to secure a job at Cloudera, a company I greatly admired.

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How SAS can help catapult practitioners’ careers

KDnuggets

Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.

96
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Go from Months to Hours with Databricks Marketplace for Retailers

databricks

Let's say a distributor reached out wanting to understand what factors are driving the sale of carbonated beverages from customers in their convenience.

Retail 74
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What is Superalignment & Why It is Important?

KDnuggets

Addressing the potential risks associated with superintelligence systems.

IT 85

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Unlocking Real-Time Mainframe Data Replication with the Precisely Data Integrity Suite and Confluent Data Streams

Precisely

Organizations face increasing demands for real-time processing and analysis of large volumes of data. Used by more than 75% of the Fortune 500, Apache Kafka has emerged as a powerful open source data streaming platform to meet these challenges. But harnessing and integrating Kafka’s full potential into enterprise environments can be complex. This is where Confluent steps in.

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15 Types of Data Visualization Charts with Examples

Knowledge Hut

Data visualization charts are an invaluable tool in simplifying data analysis and presenting insights in visually appealing ways. This blog post aims to delve into the realm of data visualization charts, highlighting their significance, various types, recommended practices, and available tools to assist you in harnessing the potential of data visualization.

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Amazon RDS To Azure Synapse: 2 Easy Methods

Hevo

In this article, we’ll be going over two methods you can use to load data from Amazon RDS to Azure Synapse Analytics: using Aurora Read Replica and a third-party, no-code data replication tool. Note: We’ll be migrating data from SQL Server on Amazon RDS in the article.

SQL 52
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Top Security Risks of Cloud Computing & Solutions

Knowledge Hut

Today, 90% of organizations have shifted workloads to the cloud to increase efficiency and streamline workloads. Relying on cloud-based systems helps businesses scale and adapt quickly, accelerate innovation, drive business agility, modernize operations, and cut expenses. Cloud computing is a remotely hosted server, which means there is a perpetual risk for the users and numerous security risks of cloud computing.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Real-time Order Notifications: How ACERTUS Drives Customer Updates with Confluent

Confluent

Acertus, the U.S.’s only comprehensive automotive logistics platform, uses Confluent as the backbone of their real-time order notification system.

Systems 52
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Top 10 Highest Paying Project Management Jobs in 2023

Knowledge Hut

If you've ever seen an orchestra perform, you've probably observed how the leader organizes and directs the other musicians to produce a seamless and compelling performance. Consider your project to be the orchestra in this scenario. You'll need a master—a project manager—to steer it to success. A project manager supervises and coordinates a group of people with various backgrounds and specialties to accomplish a common objective.

Project 52
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How to Build a 5-Layer Data Stack

Towards Data Science

Spinning up a data platform doesn’t have to be complicated. Here are the 5 must-have layers to drive data product adoption at scale. Image courtesy of author. We hope it doesn’t make your eyes water. Like bean dip and ogres , layers are the building blocks of the modern data stack. Its powerful selection of tooling components combine to create a single synchronized and extensible data platform with each layer serving a unique function of the data pipeline.

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Polymorphism in Java

Knowledge Hut

Java is simply an object-oriented language, meaning it organizes code into various reusable components called objects (e.g. think of these as real-life objects). The language comes with a very rich standard library that provides the developer with a vast array of various pre-built classes and optimized methods, enabling them to build some robust and efficient applications quickly and easily.

Java 52
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Top 10 Six Sigma Templates for Process Improvement, Design, and Project Management

Knowledge Hut

We all know about Six Sigma. Six Sigma is a set of structured methodologies used to boost business processes by reducing defects and errors, minimizing variation, and increasing quality and efficiency. But what is a Six Sigma project template? A Six Sigma project template describes the systematic quality control methodology to improve any process. It specifies a single standard deviation in the data set.