Precisely

DECEMBER 28, 2023

This article explores what streaming data pipelines are, how they work, and how to build this data pipeline architecture. This article explores what streaming data pipelines are, how they work, and how to build this data pipeline architecture. What is a streaming data pipeline? Now, information is dynamic.

Data Pipeline 91

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ODSC - Open Data Science

JUNE 1, 2023

To understand what it means, we should start by thinking of the world in terms of events, where an event is a thing that happens. We want to know what happened, gain some understanding of that event, and then take action based on that event right now! Editor’s note: Mark Needham is a speaker for ODSC Europe this June.

Analytics 98

Analytics Analytics Apache Kafka Data Science 98

The MLOps Blog

FEBRUARY 5, 2023

What comes into your mind when you hear Streaming Data? In this article, we will go through the basics of streaming data, what it is, and how it differs from traditional data. What is streaming data? Apache Flink : An open-source, distributed stream processing framework that can handle both batch and streaming data.

Machine Learning 73

Machine Learning Machine Learning Data Pipeline Apache Kafka 73

Mlearning.ai

JULY 21, 2023

There are many frameworks out there, but Apache Spark holds an important place in this world. What is Apache Spark and What are The Basics of Streaming? I have been writing about Apache Spark recently and published articles on this topic. We’ll be focusing on structured streaming in this article.

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IBM Journey to AI blog

MAY 9, 2023

These events can provide a wealth of information about what’s actually happening across your business at any moment in time. Organizations that can capitalize on this continual stream of business intelligence can spot trends, issues and opportunities, address threats, and act quickly. But operationalizing business events is challenging.

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Towards AI

FEBRUARY 12, 2024

It was a simple structured streaming pipeline that was listening to a Kafka topic for events and performing some transformations on it, before emitting the output to another Kafka topic. This forces Spark to invoke the UDF once (if that’s what was intended), and avoid redundant calls. And sadly, this UDF was a time-taking one.

Big Data 83

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Mlearning.ai

JULY 18, 2023

Understand How Streaming Works in Apache Spark with Examples Real-time data processing has shifted from being a luxury to a necessity for many organizations. Integration with MLlib and GraphX: Apache Spark supports seamless integration with MLlib (Machine Learning library) and GraphX (graph computation library).

SQL 52

SQL Machine Learning Machine Learning Algorithm 52

Smart Data Collective

OCTOBER 27, 2021

Snowflake offers a “pay for what you use” service but doesn’t state a price; they only highlight the “start for free” button on the website. It offers a “pay for what you” service. Druid is a real-time analytics database from Apache. The image above shows a typical example of an interactive analytics application.

Analytics 114

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ODSC - Open Data Science

FEBRUARY 2, 2023

To get a better grip on those changes we reviewed over 25,000 data scientist job descriptions from that past year to find out what employers are looking for in 2023. To get a better grip on those changes we reviewed over 25,000 data scientist job descriptions from that past year to find out what employers are looking for in 2023.

Data Science 98

Data Science Data Scientist Computer Science Computer Science 98

ODSC - Open Data Science

MAY 24, 2023

Streaming Machine Learning Without a Data Lake The combination of data streaming and ML enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem. Here’s what you can expect from ODSC Europe. Here’s why. Register for free!

Data Lakes 52

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ODSC - Open Data Science

JULY 22, 2023

Here are some highlights from ODSC Europe 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy. The week was filled with engaging sessions on top topics in data science, innovation in AI, and smiling faces that we haven’t seen in a while.

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AWS Machine Learning Blog

NOVEMBER 3, 2023

What exactly captures our imagination with such intensity? What made this goal even more memorable was the manner in which it was executed—a spectacular sideways scissors-kick from the penalty spot, fitting perfectly into the top corner. Hammer” from ardent fans. Over his illustrious career, he netted 141 times in 426 matches.

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AWS Apache Kafka Data Scientist Algorithm 90

Data Science Dojo

MARCH 9, 2023

What is Memphis? Challenges for individuals Traditional messaging brokers, such as Apache Kafka, RabbitMQ, and ActiveMQ, have been widely used to enable communication between applications and services. Introduction It is a cumbersome and tiring process to install Docker first and then install Memphis.

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The MLOps Blog

MARCH 15, 2023

If you will ask data professionals about what is the most challenging part of their day to day work, you will likely discover their concerns around managing different aspects of data before they get to graduate to the data modeling stage. This is what data processing pipelines do for you.

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Pickl AI

JULY 24, 2023

What is Real-Time Data Ingestion? Real-time data ingestion is the practise of gathering and analysing information as it is produced, without little to no lag between the emergence of the data and its accessibility for analysis. Real-time data ingestion helps to capture and process this rapidly changing data for quick decision-making.

Internet of Things 52

Internet of Things Apache Kafka ETL Azure 52

AWS Machine Learning Blog

MARCH 30, 2023

In football, ball possession is a strong predictor for team success. It’s hard to control the game without having control over the ball. The active tactics and playing styles that facilitate high possession values through ball retention have been widely discussed. Introducing the new Bundesliga Match Fact: Ball Recovery Time.

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AWS Machine Learning Blog

MARCH 30, 2023

The Bundesliga is renowned for its exceptional goalkeepers, making it potentially the most prominent among Europe’s top five leagues in this regard. In view of such steep competition, people are split on the question of who the most remarkable sweeper in the German top league is. Who is the most efficient goal keeper in the Bundesliga?

Machine Learning 70

Machine Learning Machine Learning AWS Apache Kafka 70

ODSC - Open Data Science

MAY 31, 2023

Be sure to check out his talk, “ Apache Kafka for Real-Time Machine Learning Without a Data Lake ,” there! The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem.

Data Lakes 131

Data Lakes Machine Learning Machine Learning Apache Kafka 131

Pickl AI

JULY 20, 2023

These projects predict what is likely to happen and suggest the best course of action to achieve desired results. Real-time Data Stream Analysis: Use Python with libraries like Apache Kafka and Apache Spark to process and analyze real-time data streams from sources like Twitter, sensors, or website logs.

Analytics 40

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AWS Machine Learning Blog

JANUARY 6, 2023

Personalizing the renewal recommendations based on what would be valuable products for TR’s customers was an important business challenge for the sales and marketing team. This post is co-written by Hesham Fahim from Thomson Reuters. TR’s customers span across the financial, risk, legal, tax, accounting, and media markets.

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IBM Journey to AI blog

NOVEMBER 9, 2023

Apache Kafka is a high-performance, highly scalable event streaming platform. To unlock Kafka’s full potential, you need to carefully consider the design of your application. It’s all too easy to write Kafka applications that perform poorly or eventually hit a scalability brick wall.

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Precisely

MARCH 16, 2023

Today’s organizations need a real-time view of what’s happening. Tools like Splunk, Elastic, and Apache Kafka play a central role in IT operations analytics (ITOA). Splunk, Elastic, and Kafka lack native support including the critical data IBM i mainframes. The cost of downtime is also higher than ever.

Apache Kafka 52

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Dataconomy

FEBRUARY 23, 2023

What is data engineering? In the following sections, we will delve into the importance of data engineering, define what a data engineer is, and discuss the need for data engineers in today’s data-driven world. Implementing data security measures Data security is a critical aspect of data engineering.

Data Engineering 91

Data Engineering Data Engineer Data Engineering Data Engineering 91

AWS Machine Learning Blog

APRIL 19, 2023

Streaming ingestion – An Amazon Kinesis Data Analytics for Apache Flink application backed by Apache Kafka topics in Amazon Managed Streaming for Apache Kafka (MSK) (Amazon MSK) calculates aggregated features from a transaction stream, and an AWS Lambda function updates the online feature store.

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DagsHub

APRIL 7, 2024

Adopted from [link] In this article, we will first briefly explain what ML workflows and pipelines are. Orchestration tools Now that we understand what ML workflows and pipelines are, let's explore orchestration tools. The project was created in 2014 by Airbnb and has been developed by the Apache Software Foundation since 2016.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

The MLOps Blog

AUGUST 11, 2023

But what do these terms – machine learning design and architecture mean, and how can a complex software system such as an ML pipeline mechanism work proficiently? This blog will answer these questions by exploring the following: 1 What is pipeline architecture and design consideration, and what are the advantages of understanding it?

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Alation

AUGUST 4, 2022

Analysts asked, What if we could manage massive volumes and varieties of data? What insights and new abilities might we unlock? In this article, we’ll take stock of what big data has achieved from a c-suite perspective (with special attention to business transformation and customer experience.).

Big Data 95

Big Data Big Data Apache Kafka Data Lakes 95

IBM Journey to AI blog

SEPTEMBER 25, 2023

But what most people don’t realize is that behind the scenes, Uber is not just a transportation service; it’s a data and analytics powerhouse. What is Presto? The magic behind Uber’s data-driven success Uber, the ride-hailing giant, is a household name worldwide.

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