KDnuggets

OCTOBER 28, 2022

In this article, I have explained some tips and tricks to optimize and speed up Python code.

Python 160

Python Coding 160

Start Data Engineering

OCTOBER 22, 2022

1. Introduction 2. Data project template 2.1. Prerequisites 2.2. Setup infra 2.3. Tear down infra 3. Set up data infrastructure 3.1. Run data infra on your laptop with containers 3.2. Manage cloud infrastructure with code 4. Set up development workflow 4.1. CI: Automated tests & checks before the merge with GitHub Actions 4.2. CD: Deploy to production servers with GitHub Actions 4.3.

Project 147

Project Data Engineering Data Engineer Building 147

The Pragmatic Engineer

OCTOBER 27, 2022

This issue was written in Oct 2022, sent out to all subscribers of The Pragmatic Engineer Newsletter in October 2022. The observations on how Big Tech hiring will slow down have since been validated, with Meta not only laying off in November, but also rescinding offers in January 2023, and Amazon doing the same. If you want to get the pulse of the industry in your inbox, subscribe.

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IT Software Engineer Software Engineering Recruitment 130

Data Engineering Podcast

OCTOBER 23, 2022

Summary Agile methodologies have been adopted by a majority of teams for building software applications. Applying those same practices to data can prove challenging due to the number of systems that need to be included to implement a complete feature. In this episode Shane Gibson shares practical advice and insights from his years of experience as a consultant and engineer working in data about how to adopt agile principles in your data work so that you can move faster and provide more value to

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Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.

Datasets

KDnuggets

OCTOBER 24, 2022

Preprocessing data for machine learning models is a core general skill for any Data Scientist or Machine Learning Engineer. Follow this guide using Pandas and Scikit-learn to improve your techniques and make sure your data leads to the best possible outcome.

Python 160

Python Machine Learning Data Engineering 160

Cloudera

OCTOBER 27, 2022

Abstract. The Apache Solr cluster is available in CDP Public Cloud , using the “Data exploration and analytics” data hub template. In this article we will investigate how to connect to the Solr REST API running in the Public Cloud, and highlight the performance impact of session cookie configurations when Apache Knox Gateway is used to proxy the traffic to Solr servers.

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Cloud Hadoop Accessible Accessibility 86

Data Engineering Podcast

OCTOBER 23, 2022

Summary The database market has seen unprecedented activity in recent years, with new options addressing a variety of needs being introduced on a nearly constant basis. Despite that, there are a handful of databases that continue to be adopted due to their proven reliability and robust features. MariaDB is one of those default options that has continued to grow and innovate while offering a familiar and stable experience.

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Database MySQL Cloud MongoDB 100

KDnuggets

OCTOBER 25, 2022

As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.

Machine Learning 158

Machine Learning Management Data 158

Pinterest Engineering

OCTOBER 28, 2022

Lin Wang | Android Performance Engineer Designed by AJ Oxendine | Software Engineer It’s a well-known fact for Android developers that an app’s manifest (AndroidManifest.xml) holds crucial application declarations. It is rarely monitored after being set up because we assume it hardly ever changes. At Pinterest, however, we have been actively monitoring the manifest after realizing it does change every so often.

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Software Engineer Software Engineering Engineering Building 52

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!

Data

Cloudera

OCTOBER 26, 2022

?. It’s no secret that advancements like AI and machine learning (ML) can have a major impact on business operations. In Cloudera’s recent report Limitless: The Positive Power of AI , we found that 87% of business decision makers are achieving success through existing ML programs. Among the top benefits of ML, 59% of decision makers cite time savings, 54% cite cost savings, and 42% believe ML enables employees to focus on innovation as opposed to manual tasks.

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Machine Learning Project Deep Learning Data Science 76

U-Next

OCTOBER 28, 2022

Introduction . Artificial Intelligence ( AI technology ) is the latest buzzword in the world of technology. We are moving towards a more intelligent world where machines are able to think, learn and make decisions on their own. AI has been used in various industries for years now. It has been used to improve search engines and provide recommendations based on your past searches. .

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Machine Learning Algorithm Technology Deep Learning 52

KDnuggets

OCTOBER 26, 2022

Check out this breakdown of TF-IDF by defining its constituent parts.

IT 148

IT Process 148

Teradata

OCTOBER 28, 2022

Data will drive the business models of next generation commercial vehicle suppliers. Find out how.

Data 52

Data 52

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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.

Cloud

Cloudera

OCTOBER 23, 2022

Demand for both entry-level and highly skilled tech talent is at an all-time high, and companies across industries and geographies are struggling to find qualified employees. And, with 1.1 billion jobs liable to be radically transformed by technology in the next decade, a “ reskilling revolution ” is reaching a critical mass. Already underrepresented populations like workers without a four-year degree are four times more likely to work in highly automatable jobs than individuals with a bachelor’

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Programming Technology Building Systems 72

Confluent

OCTOBER 27, 2022

How to build a complete motion detection and alerting system to power modern, real-time IoT and data streaming using Confluent.

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Systems Building Kafka Data 52

KDnuggets

OCTOBER 28, 2022

If you’re someone in data science or aiming to get into a data science career, this article will give you a comprehensive analysis of the state of the field.

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Data Science Data 130

DataKitchen

OCTOBER 27, 2022

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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?

Business Intelligence

U-Next

OCTOBER 27, 2022

Introduction . In today’s competitive and challenging world, data is one of the most powerful tools available to businesses and organizations. It helps overcome problems and obstacles, leading to more options and better solutions. . Keeping this data organized and easily accessible is important, but it also brings some hefty demands. If you can’t turn your data into actionable assets, all the data in the world won’t help you make the right business decision. .

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Data Science Data Structured Data Algorithm 52

Monte Carlo

OCTOBER 26, 2022

While data teams can agree that data quality is important, it can be incredibly difficult to quantify, let alone communicate to the rest of the business. What if there was a way to tell your analysts that their critical data set wasn’t being monitored? Or that their financial dashboards were plagued by weekly freshness issues? How about a means of tracking – and alerting – on outages as a function of uptime and downtime?

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BI Data Data Engineering Data Engineer 52

KDnuggets

OCTOBER 24, 2022

Learn various algorithms to improve the robustness and performance of machine learning applications. Furthermore, it will help you build a more generalized and stable model.

Machine Learning 123

Machine Learning Algorithm Building IT 123

DataKitchen

OCTOBER 27, 2022

. Question: What is something the data industry is missing? I think it’s observability-led DataOps. I’ve come to believe that we, as an industry, will not change how people build things they’ve already made. They’re already being Heroes and have pain, unhappiness, and poor results. The first step to enlightenment. The first step in solving that pain is to observe what’s happening with your data and analytics ‘estate’ and stick little thermometers at va

Raw Data 52

Raw Data Data Pipeline Data Data Engineering 52

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With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.

Cloud

U-Next

OCTOBER 27, 2022

Introduction . An MIS ( Management Information Systems ) executive is responsible for the management of an organization’s computer systems, applications, and networks. This includes overseeing the information technology (IT) department and ensuring that all platforms, including hardware, software, and telecommunications systems, are running smoothly.

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Systems Management Telecommunication Technology 52

Pinterest Engineering

OCTOBER 26, 2022

Bella Huang | Software Engineer, Home Candidate Generation; Raymond Hsu | Engineer Manager, Home Candidate Generation; Dylan Wang | Engineer Manager, Home Relevance In Homefeed, ~30% of recommended pins come from pin to pin-based retrieval. This means that during the retrieval stage, we use a batch of query pins to call our retrieval system to generate pin recommendations.

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Building Software Engineer Software Engineering Engineering 52

KDnuggets

OCTOBER 27, 2022

Learn how data-centric AI can improve your model's overall performance.

Data 122

Data 122

Elder Research

OCTOBER 25, 2022

The post Decision Process Improvement (DPI): Better, Faster Decisions appeared first on Elder Research.

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Process 52

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.

Data

U-Next

OCTOBER 27, 2022

Introduction . In today’s world of digital sales, it’s important to understand the power of your target market. This can help you focus on the right customers and ensure that you’re offering products that best fit their needs. It’ll also help you figure out ways to reach out to these people online and through social media platforms like Facebook, Instagram, or Twitter.

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Media Project Education Certification 52

Rockset

OCTOBER 26, 2022

At Own the Moment , our mission is to drive the next generation of sports fandom – NFTs (non-fungible tokens) of pro athletes. Player NFTs are much more than the equivalent of digital baseball cards, they are the future of the sports collectibles market. We are helping to lead the way. Fans and investors can track real-time market values for NFL and NBA player NFTs through our service.

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SQL NoSQL Database Aggregated Data 52

KDnuggets

OCTOBER 26, 2022

Learn about various Diffusion-based applications to get inspiration for a final-year project, research, and product.

Project 122

Project 122