Medium Data Engineering

APRIL 27, 2023

In today’s data-driven business world, making informed decisions is critical for success.

Data Engineering 52

Data Engineering Data Engineer Data Engineering 52

Monte Carlo

APRIL 27, 2023

Introduction Thanks to the continued push towards a privacy-first internet, first-party customer data has never been more important to digital organizations. With the imminent death of third-party cookies and the rising expectations of modern consumers, companies are quickly moving to invest in implementing scalable customer data infrastructures that can deliver on their many needs.

Data Warehouse 72

Data Warehouse Data Architecture Data Collection 72

Hevo

APRIL 27, 2023

In today’s data-driven world, businesses collect and store vast amounts of data from various sources. However, raw data is often unstructured, inconsistent, and may not be immediately usable for analysis or decision-making. That’s where data transformation comes into play.

Process 52

Process Data Raw Data Data Process 52

Data Engineering Podcast

APRIL 23, 2023

Summary Real-time capabilities have quickly become an expectation for consumers. The complexity of providing those capabilities is still high, however, making it more difficult for small teams to compete. Meroxa was created to enable teams of all sizes to deliver real-time data applications. In this episode DeVaris Brown discusses the types of applications that are possible when teams don't have to manage the complex infrastructure necessary to support continuous data flows.

Kafka 277

Kafka Data Data Lake Data Engineering 277

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Are you thinking of adding enhanced data matching and relationship detection to your product or service? Do you need to know more about what to look for when assessing your options? Our Entity Resolution Buyer’s Guide gives you step-by-step details about everything you should consider when evaluating entity resolution technologies. We discuss use cases, technology, and deployment options, top ten evaluation criteria and more.

Technology

Analytics Vidhya

APRIL 28, 2023

In this digital world, Data is the backbone of all businesses. With such large-scale data production, it is essential to have a field that focuses on deriving insights from it. What is data analytics? What tools help in data analytics? How can data analytics be applied to various industries? We will be answering all these […] The post What is Data Analytics?

Data Analytics 243

Data Analytics Data IT Data Mining 243

Waitingforcode

APRIL 28, 2023

Data lakes have made the data-on-read schema popular. Things seem to change with the new open table file formats, like Delta Lake or Apache Iceberg. Why? Let's try to understand that by analyzing their schema evolution parts.

Data Lake 130

Data Lake Data 130

Confessions of a Data Guy

APRIL 25, 2023

Anyone who’s been working in Data Land for any time at all, knows that the reality of life very rarely matches the glut of shiny snake oil we get sold on a daily basis. That’s just part of life. Every new tool, every single thingy-ma-bob we think is going to solve all our problems and […] The post Real Talk about Running Databricks + Delta Lake at Scale. appeared first on Confessions of a Data Guy.

Data 130

Data 130

Analytics Vidhya

APRIL 24, 2023

Introduction South Africa is not an exception as data science-driven economic change sweeps the world. The nation is seeing an increase in demand for qualified data science workers as a result of its booming IT sector and developing data-driven industries. Effective Graduate Training Programmes, Graduate Development Programmes, and Graduate Programs in data science must be […] The post Academia to Industry: Data Science Graduate Programs for South Africa’s Future appeared first on An

Data Science 227

Data Science Programming Data Data Engineering 227

LinkedIn Engineering

APRIL 25, 2023

With the widespread adoption of Rest.li since its inception in 2013, LinkedIn has built thousands of microservices to enable the exchange of data with our engineers and our external partners. Though this microservice architecture has worked out really well for our API engineers, when our clients need to fetch data they find themselves talking to several of these microservices.

Architecture 114

Architecture Metadata Engineering Java 114

KDnuggets

APRIL 24, 2023

The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.

Data 105

Data Datasets Algorithm Coding 105

Netflix Tech

APRIL 27, 2023

Ruchir Jha , Brian Harrington , Yingwu Zhao TL;DR Streaming alert evaluation scales much better than the traditional approach of polling time-series databases. It allows us to overcome high dimensionality/cardinality limitations of the time-series database. It opens doors to support more exciting use-cases. Engineers want their alerting system to be realtime, reliable, and actionable.

Database 104

Database Architecture Data Systems 104

Analytics Vidhya

APRIL 28, 2023

Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time. It is a message broker application and a logging service that is distributed, segmented, and […] The post A Detailed Guide of Interview Questions on Apache Kafka appeared first on Analytics Vidhya.

Kafka 201

Kafka Scala Data Process Coding 201

DoorDash Engineering

APRIL 26, 2023

In the wake of ChatGPT and Generative AI DoorDash is identifying ways this new technology can enhance the customer’s ordering experience on the platform. The company is exploring the use of Generative AI, a subset of Artificial Intelligence that generates novel content based on existing data, and how it can be implemented effectively with consideration for the privacy and security of personal information.

SQL 98

SQL Unstructured Data Data Food 98

KDnuggets

APRIL 25, 2023

AutoGPT: Everything You Need To Know • Baby AGI: The Birth of a Fully Autonomous AI • Mastering Generative AI and Prompt Engineering: A Free eBook • Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively • A Step-by-Step Guide to Web Scraping with Python and Beautiful Soup

Python 98

Python Data Analytics Engineering Data 98

databricks

APRIL 26, 2023

One of Lakehouse's outstanding achievements is the ability to combine workloads for modern use cases, such as traditional BI, machine learning & AI.

Data Architecture 107

Data Architecture BI Architecture Machine Learning 107

Tweag

APRIL 26, 2023

Computing is all about transforming data. A wide variety of domains, such as multimedia, securities trading or compilers, allow decomposing the corresponding transformations into a sequence of well-defined steps. Moreover, these steps can be combined in different ways, perhaps omitting some or changing the order of others, producing different data processing pipelines tailored to a particular task at hand.

Data Process 98

Data Process Process Data Programming 98

Knowledge Hut

APRIL 25, 2023

Scrum Masters are important to the success of Scrum teams because they lead many of the activities that make sure the team works well together, improve consistency, and gives the client something of value. In this article, we will look at how a scrum master facilitates events such as daily scrum meetings, sprint planning, sprint review, and sprint retrospective meetings.

Utilities 98

Utilities Project Process Certification 98

KDnuggets

APRIL 26, 2023

Are you looking to streamline your code operations with GPT but are tired of the copy-pasting process? Well, here is the solution in the form of Promptr. An open-source tool to automate your codebase.

Coding 98

Coding Process 98

Medium Data Engineering

APRIL 25, 2023

สวัสดีครับ เราชื่ออาร์ท ตอนนี้เป็น Senior Data Platform Engineer อยู่ที่ LINE MAN Wongnai วันนี้เราจะมาเล่าว่าเรา monitor Spark

Data Pipeline 98

Data Pipeline Data Engineering Data Engineering 98

Cloudera

APRIL 24, 2023

Unwelcome… … are platform instability, downtime, hardware failure, poor performance, cluster resource contention, repeated process failures, runaway live queries, critical services alarms, invisibility into alarm cacophony… the list goes on. If those are ailments you would like to remedy … Welcome! To this six-part series, where we’ll look at how to get control of the health of your Cloudera Data platform (CDP) environment.

Data Pipeline 83

Data Pipeline Data Architecture Datasets Data Engineering 83

Knowledge Hut

APRIL 25, 2023

A structure provides the required clarity to focus efforts, especially while starting a new project. A model plays the same role in the case of software, and agile modeling provides a way to optimize the modeling efforts through the development lifecycle. Modeling helps developers understand all the components and their interactions. In addition, it allows a chance to understand the system from multiple perspectives, including functional, performance, and security considerations, thus helping th

Architecture 97

Architecture Project Designing Coding 97

KDnuggets

APRIL 28, 2023

This article is meant to help you understand the art of data visualization and how to apply it to your work.

Data 125

Data Data Science IT 125

Medium Data Engineering

APRIL 23, 2023

Reinforcement Learning (RL) is a subfield of machine learning that involves developing algorithms and models that enable agents to learn… Continue reading on Medium »

Machine Learning 95

Machine Learning Algorithm Data Engineering Data Engineer 95

dbt Developer Hub

APRIL 24, 2023

Alteryx is a visual data transformation platform with a user-friendly interface and drag-and-drop tools. Nonetheless, Alteryx may have difficulties to cope with the complexity increase within an organization’s data pipeline, and it can become a suboptimal tool when companies start dealing with large and complex data transformations. In such cases, moving to dbt can be a natural step, since dbt is designed to manage complex data transformation pipelines in a scalable, efficient, and more explicit

SQL 83

SQL Data Workflow BI Data Pipeline 83

Cloudera

APRIL 27, 2023

Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and Generative AI, like ChatGPT. Each iteration requires more compute and the limitation imposed by Moore’s Law quickly moves that task from single compute instances to distributed compute. To accomplish this, OpenAI has employed Ray to power the distributed compute platform to train each release of the GPT models.

Machine Learning 79

Machine Learning Python Architecture Data Science 79

KDnuggets

APRIL 24, 2023

MiniGPT-4 possesses many capabilities of GPT-4 like generating image descriptions, creating a website with a hand-written draft, and writing a poem based on an image.

95

95

Medium Data Engineering

APRIL 28, 2023

Leverage the Google Cloud Platform for Efficient Superset Deployment and Data Analysis Continue reading on Towards Data Engineering »

Google Cloud 98

Google Cloud Data Engineering Data Engineer Data Analysis 98

databricks

APRIL 25, 2023

Today, we are excited to announce the general availability of Predictive I/O for Databricks SQL (DB SQL): a machine learning powered feature to.

SQL 89

SQL Machine Learning 89

Lyft Engineering

APRIL 25, 2023

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems. We briefly mentioned using z-scores to identify anomalies.

Systems 76

Systems Building Machine Learning Python 76

KDnuggets

APRIL 25, 2023

And how to use this amazing tool to enhance our SQL skills.

SQL 145

SQL 145

Medium Data Engineering

APRIL 25, 2023

“Climbing to the top demands strength, whether it is to the top of Mount Everest or to the top of your career”- A. P. J.

Data Engineering 98

Data Engineering Data Engineer Big Data Engineering 98

databricks

APRIL 28, 2023

Databricks Delta Live Tables (DLT) radically simplifies the development of the robust data processing pipelines by decreasing the amount of code that data.

Data Process 84

Data Process Coding Data Process 84

Confluent

APRIL 24, 2023

Kafka Summit 2023 brings 60+ sessions, keynotes, and lightning talks, and more from industry leaders. Check out the agenda, highlights, networking events, and more event info.

Kafka 73

Kafka 73