Mon.Jan 29, 2024

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What I Learned From Using ChatGPT for Data Science

KDnuggets

ChatGPT can be a great tool for data scientists. Here’s what I learned about where it excels and where it is less so.

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The State of Data Engineering at Data Day Texas 2024

Jesse Anderson

The premier of my latest talk covering The State of Data Engineering. I go through the history of the industry to see where we’re heading. This starts with data warehousing and goes into data science. I finish off by showing how data engineering can avoid the same fate as data warehousing and data science. Sorry, we didn’t have a microphone for the questions and I forgot to repeat some of the questions.

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Learn with LinkedIn: Free Courses About AI

KDnuggets

Want to learn about AI? You can for FREE with LinkedIn.

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Boost your data & AI skills with our latest offerings: Databricks Academy Labs and Blended Learning

databricks

Databricks launches hands-on labs solution and cohort-based learning From the data + AI experts, today, we're announcing two unique ways that practitioners can.

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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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Natural Language Processing: Bridging Human Communication with AI

KDnuggets

The post highlights real-world examples of NLP use cases across industries. It also covers NLP's objectives, challenges, and latest research developments.

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Unlock the Power of Your Marketing Data with Snowflake Connector for Google Analytics

Snowflake

Imagine seamlessly integrating your Google Analytics data with Snowflake, allowing you to combine it effortlessly with other key sources like CRM, ERP, social media metrics, email campaign data, and whatever data sources compose the full scope of your data estate. The good news is that it’s possible with the native Snowflake Connector for Google Analytics, now available in public preview.

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More Trending

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Data Science vs Cloud Computing: Differences With Examples

Knowledge Hut

It is impossible to escape from technology in today’s modern world. Technology is prone to expeditious growth that consists of ways that can highly impact the business industry. Some techniques add to the development of technology in the business sectors, including Data Science and Cloud Computing, essential aspects of the technology industry.

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Why Your Data Incident Management Process Is Broken…And 5 Steps to Fix It.

Monte Carlo

Too many teams approach data incident management like a game of group whack-a-mole. Multiple stakeholders from multiple teams swinging wildly at whatever pops up from the incident hole—and occasionally hitting each other in the process. Whether it’s an unexpected change to the data, a shift in SQL logic, a runtime error, or some other nefarious gremlin in your pipeline, how you manage data quality incidents plays a critical role in both the reliability of your data and—more importantly—the value

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Time Complexity: Significance, Types, Algorithms

Knowledge Hut

We all have heard the quote, “Time is Money!” In this article, we are going to discuss time complexity of algorithms and how they are significant to us. As a software developer, I have been building applications and I know how important it becomes for us to deliver solutions that are fast and efficient. Nobody would want to use a system which takes a lot of time to process large input size.

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Improve Wildfire Risk Model Accuracy with Data

Precisely

The world has witnessed a catastrophic series of disasters in recent years stemming from wildfires, displacing families from their homes and devastating entire communities. In many cases, the impact on local ecosystems has also been overwhelming. In short, wildfires have profound humanitarian and environmental costs, not to mention the financial impact.

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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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ITIL Certification - Top 10 Reasons for Acquiring

Knowledge Hut

ITIL is the acronym for Information Technology Infrastructure Library. It is often regarded as a collection of practices that emphasizes the correct alignment of Information Technology services with the requirements of a business. Moreover, according to industry experts, ITIL provides a practical framework for planning and identifying the necessary practices which would further support the core business functions of an organization.

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DataOS Sales Accelerator for Wine & Spirits

The Modern Data Company

DataOS Sales Accelerator for Wine & Spirits Uncork new growth and sip on success: Elevate your wine & spirits business with data. Let go of data complexity and embrace actionable insights with our Sales Accelerator. From optimized routes to marketing precision, our experts manage your data ecosystem while you focus on what matters most – running your business and leveraging the power of your data.

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Can ITIL Do Work Well For Smaller Organizations?

Knowledge Hut

While setting up a business in the IT sector, an owner has to decide on the technology and the best practices to follow in IT service management. Some businessmen relate the size of the organization with its capability before implementing best practices in the organization. There is a general perception among people that only larger organizations can use ITIL practices.

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What’s New in Data Engineering and Streaming - January 2024

databricks

Databricks recently announced the Data Intelligence Platform, a natural evolution of the lakehouse architecture we pioneered. The idea of a Data Intelligence Platform.

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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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Ripple's Centralized Data Platform

Ripple Engineering

Why do we need a Data Platform? At Ripple, different business units require a platform to quickly and easily turn their data into insights and compelling customer experiences. For Ripple's product capabilities, the Payments team of Ripple, for example, ingests millions of transactional records into databases and performs analytics to generate invoices, reports, and other related payment operations.

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Everything You Need To Know About ITIL®

Knowledge Hut

What is ITIL®? Today, the worlds of business and technology have overlapped each other and are linked inextricably. To thrive and to remain competitive, companies need to bring IT services in considerable focus. The transition of a company’s objectives and capabilities to IT can be an overwhelming process. To ease this transition and to select, plan, deliver and maintain a certain standard in IT services within the organisation, a standardised framework called the Information Technolo

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Synthetic Data with Generative AI for Computer Vision

RandomTrees

In the rapidly evolving field of computer vision, data is the lifeblood that fuels innovation. Machine learning models rely heavily on large and diverse datasets to train and improve their ability to understand and interpret visual information. However, acquiring high-quality labeled data can be a costly and time-consuming endeavor. This is where synthetic data, generated using Generative AI techniques, steps in as a game-changer.

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ITIL Pathway For The Best IT Solutions

Knowledge Hut

A service provider should be customer-centric.Why do we have most customers moving from one service provider to another or in-sourcing as the trend is suggesting? Is this because there is technology disruption happening which is new to even the service providers hence business wants to do it themselves or keep moving from one to another service provider or Is it that customer is not getting the solution that adds value to his business?

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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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ITIL Key Concepts And Summary Of Processes- A Complete Guide

Knowledge Hut

What is ITIL? ITIL, the acronym for ‘Information Technology Infrastructure Library’ is a set of IT service management services focused on deliverance in the line of customers’ needs. Today, it has become a de-facto standard for providing IT services. Originated in the 1980s in the UK, the ITIL approach helps the IT industries to serve customers in an economical and quality-driven manner.

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ITIL Framework And Processes - An Unmissable Guide

Knowledge Hut

ITIL refers to a public framework which best describes the best practice in the effective management of IT service. It facilitates the practical framework for the authority of various procedures related to the IT processes. It is also associated with the continual measurement and improvement of the quality of IT service that is to be delivered. The IT service that has to be given is from the perspective of customers as well as the organization.

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What is ITIL® V3?

Knowledge Hut

Lack of standardized practices in the IT sector created a discordant environment for services, as their efficiency was considerably low and error rates were high as compared to current standards. These irregularities prompted the UK government to envision a set of guidelines for every IT Service organization to follow. These guidelines, it was hoped, would help not only government organizations but private ones as well.

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The New ITIL® V4 And Major Reasons To Choose It

Knowledge Hut

ITIL® is the most popular ITSM methodology in the world. One of the main reasons behind its success was its flexibility and adaptability. It was developed by the British government's Central Computer and Telecommunications Agency (CCTA) in the 1980s, but it is now owned, managed, updated, and certified by AXELOS. Last year, AXELOS announced its latest version, ITIL® V4.

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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.

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What Is Data Wrangling? Examples, Benefits, Skills and Tools

Knowledge Hut

In today's data-driven world, where information reigns supreme, businesses rely on data to guide their decisions and strategies. However, the sheer volume and complexity of raw data from various sources can often resemble a chaotic jigsaw puzzle. It is in this intricate process of assembling, cleaning, and refining data that the magic of Data Wrangling unfolds.

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A Comprehensive Guide to Dynamic Programming

Knowledge Hut

Embarking on the dynamic programming journey involves breaking down a tough algorithmic problem into smaller pieces, saving their results, and then making them work better to find a complete solution. The main focus is usually on figuring out the biggest and smallest values within the algorithmic query. In this article, I dig into the details of dynamic programming, taking a close look at how it works.

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ITIL Practitioner: Core Competencies, Guiding Principles and Service Strategy Importance

Knowledge Hut

In my previous post , I wrote a beginners article for ITIL practitioner. There I spoke about how ITIL practitioner certification fits in the entire ITIL framework, we briefly touched upon the examination format for ITIL practitioner course , I wrote about what benefits you and your company can have if you choose to take ITIL practitioner certification and most importantly, I tried to answer the question, “whether you should choose to go for ITIL practitioner certification or not” Now

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Learn the ITIL Ways To Accelerate Digital Transformation In Your Organization

Knowledge Hut

Digital transformation is omnipresent, and every organization is gearing up for a change. Today the relationship between the physical and virtual world is confined and blurred, so every business needs to go digital. An effectual digital business transformation can leverage technology used in an enterprise and improve the user experience. While transforming traditional ways to digital, many of the organizations recognized that ITIL service management (ITSM) always implements the change programmes

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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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ITIL Practitioner – Things To Be Aware Of

Knowledge Hut

ITIL stands for Information Technology Infrastructure Library and it is a set of libraries to help professionals cover different aspects of managing an IT Service project. Whether you provide a service as a vendor company or your product is marketed as a service to the world; in both cases, ITIL framework is suitable. Currently, Version 3 of ITIL framework is in existence and it contains 5 volumes dealing with Service Strategy, Service Design, Service Operation, Service transition and continual

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What is an Agile Release Train (ART) & Its Principals

Knowledge Hut

The Agile Release Train is essential to implement the SAFe (scaled agile framework) constructs. There are varied tasks getting accomplished under the SAFe methodology, for which various teams work together. So, what is an Agile Release Train? It is a set of teams that work together to achieve the same goal. They work together on their individual tasks simultaneously or as a sprint setup, one after the other.

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ITIL Service Lifecycle and the Successful Implementation Stages

Knowledge Hut

In this age of a fast and digitized world, if you just look around, you will find that almost all businesses are dependent on quicker and more precise functioning. You can find the application of digital functions in every aspect of the company and trade that will help you achieve a detailed output. The end of the year 2018 will see almost a 30 percent increase in the usage of Information Technology functions in large, medium, and small-scale industries.

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ITIL Manager- Roles and Responsibilities

Knowledge Hut

The IT Infrastructure Library ( ITIL ) was developed at the end of the 1980s by the C entral C omputing and T elecommunications A gency (CCTA), a government agency in Great Britain. The reason for introducing the ITIL was that, there is a need of the IT services quality obtained by the British Government, so that they can find a method to achieve better quality and cheaper price.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.