Mon.Jan 29, 2024

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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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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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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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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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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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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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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.

More Trending

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Improving machine learning iteration speed with faster application build and packaging

Engineering at Meta

Slow build times and inefficiencies in packaging and distributing execution files were costing our ML/AI engineers a significant amount of time while working on our training stack. By addressing these issues head-on, we were able to reduce this overhead by double-digit percentages. In the fast-paced world of AI/ML development, it’s crucial to ensure that our infrastructure can keep up with the increasing demands and needs of our ML engineers, whose workflows include checking out code, writing c

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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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A New Horizon for Data Reliability With Monte Carlo and Snowflake

Monte Carlo

It’s one thing to get your data into a modern data cloud. It’s another thing to be able to effectively manage, govern and observe it over the long haul. Snowflake recently announced the launch of Snowflake Horizon —a unified collection of compliance, security, privacy, interoperability, and access capabilities—that make it easy for organizations to govern and take action on their data and apps across clouds, teams, partners, and customers.

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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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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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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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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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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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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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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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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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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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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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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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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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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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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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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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PMP Holders by Country: Check Out Worldwide Statistics

Knowledge Hut

The Project Management Professional (PMP) certification is a globally recognized credential that signifies proficiency in project management. With an increase in emphasis on skilled project management professionals, the number of PMP holders worldwide continues to rise. This article aims to shed light on the geographical distribution of PMP holders and the prevalence of this certification across different countries.

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Understanding React Component Constructor

Knowledge Hut

In our daily lives, we come across many tools that help us complete things a lot faster by taking care of many things under the hood. A simple example we can take is UPCI apps like Paytm, PhonePe, and GooglePay, etc., If we look at them, all of them are individual payment apps, but in the end all these apps will interact with the NPCI-UPI system for us to send and receive money seamlessly.

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Top 7 benefits of Having ITIL Skill

Knowledge Hut

The challenges in digital data management are getting more complex because of the increasing amount of data required by businesses. IT Infrastructure Library (ITIL) certification delivers the much-needed perfection to IT professionals to structure and implements the tailor-made IT service management strategy with a deep understanding of particular requirements.

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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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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.