Thu.Nov 02, 2023

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Building Data Pipelines to Create Apps with Large Language Models

KDnuggets

For production grade LLM apps, you need a robust data pipeline. This article talks about the different stages of building a Gen AI data pipeline and what is included in these stages.

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AI prompt engineering benefits

InData Labs

AI prompt engineering has taken center stage in many professional circles as of late. This is because businesses have been able to garner better results with AI using prompt engineering techniques. With the right prompt engineering strategy, the results of all AI and ML applications are improved. Many individuals have also switched careers due to. Запись AI prompt engineering benefits впервые появилась InData Labs.

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5 Simple Steps Series: Master Python, SQL, Scikit-learn, PyTorch & Google Cloud

KDnuggets

Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform.

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How to cover up coastal artifacts in mosaiced imagery

ArcGIS

Sometimes mosaiced imagery over water can have undesirable seam artifacts or gaps. Here's one way to make that water look snazzy.

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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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An Honest Comparison of Open Source Vector Databases

KDnuggets

We will explore their use cases, key features, performance metrics, supported programming languages, and more to provide a comprehensive and unbiased overview of each database.

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How to upgrade your Hive tables to Unity Catalog

databricks

In this blog we will demonstrate with examples, how you can seamlessly upgrade your Hive metastore (HMS)* tables to Unity Catalog (UC) using.

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Serviceability 101: Key Driver of Telecom Growth

Precisely

Telecommunications organizations (telcos) harness trusted data to power greater connections and achieve their goals around key imperatives like network planning optimization, subscriber growth and retention, and capitalizing on funding opportunities. All of this contributes to a better experience for customers, and the ability to stay ahead of the competition in a dynamic landscape.

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AsciiDoc vs Markdown: Top Differences and Similarities

Knowledge Hut

When I was creating my first technical document, I was introduced to Markdown, and at first, I wondered why I was not using the Word file and using this Markdown thing. Later, my peer explained some concepts and theories behind it. I was still questioning why I was doing this, but later I realized why everyone uses it. When everything was bright and shiny, some clouds of advanced structured elements came, and we were again introduced to AsciiDocs.

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What’s new in ArcGIS Business Analyst Pro | November 2023

ArcGIS

The ArcGIS Business Analyst Pro team is ending the year with the November 2023 release! Read all about it!

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Azure Data Engineer vs Azure DevOps: Top 8 Differences

Knowledge Hut

For those aspiring to build a career within the Azure ecosystem, navigating the choices between Azure Data Engineers and Azure DevOps Engineers can be quite challenging. Azure Data Engineers and Azure DevOps Engineers are two critical components of the Azure ecosystem for different but interconnected reasons. A choice between these two can be difficult to make unless you have all the information you need.

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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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Elevating Software - The Indispensable Role of UX by Will Duncan

Scott Logic

Half-a-trillion-dollar industry In 2022 the software industry’s market size was valued at USD 583.47 billion and is expected to grow at a rate of 11.5% annually over the next 6 years. source. By 2030, the global market revenue forecast is set to exceed 1.3 trillion dollars. This means there are software companies being started all the time, resulting in an abundance of software solutions and fierce competition to get it right the first time.

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Azure Administrator vs Azure Developer: Which One to Choose?

Knowledge Hut

Cloud is a hot domain these days, with ever-increasing job opportunities that also offer high monetary perks. So, if you have plans to start a career in this domain, it would be one of the best decisions. However, to move in the right direction and enjoy a fruitful career, you should have proper skills. For this, you should enroll in a renowned certification program, depending on your final goals.

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How Effective is Your Data Observability Platform?

Acceldata

Is your data observability platform comprehensive in what it identifies, analyzes, and optimizes? Learn what an effective data observability platform requires for you to maximize operational and cost efficiencies.

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Azure Devops vs Azure Administrator: Key Differences

Knowledge Hut

Azure DevOps is essential for optimizing the software development lifecycle, enhancing collaboration, automating deployment, and ensuring efficient application performance. On the other hand, Azure Administrators are crucial for managing Azure resources and ensuring security, compliance, and efficient operations. Both are integral for a successful and secure Azure environment, enabling organizations to deliver high-quality applications efficiently.

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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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Better Manage and Optimize Your Snowflake Spend In One Place With the New Cost Management Interface

Snowflake

In the ever-evolving world of data management, Snowflake is at the forefront of empowering our customers to make informed decisions about data while ensuring cost efficiency and control. Admins know that managing and optimizing platform costs can be a complex and time-consuming task. To help them more intuitively understand, control and optimize spend from one centralized place, Snowflake is introducing the new Cost Management Interface (private preview).

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Microsoft Azure Administrator Skills in 2023 + Tips to Improve

Knowledge Hut

Microsoft Azure is a platform for creating, delivering, and managing cloud services and applications. Many businesses nowadays are aware of the advantages that a top-notch cloud service like Azure may offer. Azure is being used by businesses for more sophisticated tasks including custom software development, artificial intelligence , and data science in addition to data processing and storage.

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Announcing New Innovations for Snowflake Horizon 

Snowflake

Snowflake’s single, cross-cloud governance model has always been a powerful differentiator, enabling customers to manage their increasingly complex data ecosystems with simplicity and ease. As a result, Snowflake is enhancing its governance capabilities that thousands of customers already rely on through Snowflake Horizon. Snowflake Horizon is Snowflake’s built-in governance solution with a unified set of compliance, security, privacy, interoperability, and access capabilities.

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Top 20 Azure Data Engineering Projects in 2023 [Source Code]

Knowledge Hut

Azure Data engineering projects are complicated and require careful planning and effective team participation for a successful completion. Clear goals and a full understanding of how each component fits into the wider picture are critical for achieving the greatest results. While many technologies are available to help data engineers streamline their workflows and guarantee that each aspect meets its objectives, ensuring that everything works properly takes time.

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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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Announcing New Innovations for Data Warehouse, Data Lake, and Data Lakehouse in the Data Cloud 

Snowflake

Over the years, the technology landscape for data management has given rise to various architecture patterns, each thoughtfully designed to cater to specific use cases and requirements. These patterns include both centralized storage patterns like data warehouse , data lake and data lakehouse , and distributed patterns such as data mesh. Each of these architectures has its own unique strengths and tradeoffs.

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Most In-demand Microsoft Azure DevOps Skills in 2023

Knowledge Hut

DevOps is an important function for businesses today. Companies need competent DevOps engineers to ensure organizational growth. If you have technical or hard Azure DevOps skills, working as a DevOps engineer can be a great option. Businesses require certain abilities to converge software development, testing, deployment, and existing operations. These Azure DevOps skill sets are vital for breaking down traditional silos, maintaining and promoting best practices in fast-paced software projects,

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MSBI vs Power BI: Top Differences and Similarities

Knowledge Hut

Microsoft has developed two potent business intelligence tools, MS BI (Microsoft Business Intelligence) and Power BI, to help organizations extract valuable insights from their data. These tools have been thoughtfully designed to cater to a diverse range of needs and aspects of the data analytics process. In this article, we will conduct a comparative analysis of MS BI and Power BI, shedding light on their key differences and similarities.

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Generative AI vs Machine Learning: Which One to Choose?

Knowledge Hut

Artificial Intelligence has transformed the way we tackle intricate problems, interpret data, and make forecasts, revolutionizing the tech realm with its uninhabited prowess and potential. In fact, did you know that the global market for AI , which currently stands at a market value of $150.2 billion, is expected to witness a 36.8% CAGR by the end of 2030?

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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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Top 7 AWS Cloud Practitioner Projects in 2023 [With Source Code]

Knowledge Hut

As an AWS Cloud Practitioner with experience in delivering multiple AWS cloud practitioner projects, I vividly recall assisting a startup to prove the scalability of their AI solution on AWS during one of my early projects. This experience ignited my passion for architecting cost-effective, scalable solutions on the AWS platform. With years of hands-on experience and the AWS Certified Cloud Practitioner credential, I intend to provide a comprehensive overview of approaches for leveraging AWS ser

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Solutions Architect vs Software Architect: What’s the Difference?

Knowledge Hut

The IT sector is a vast community formed by numerous roles that work together to maintain this ecosystem of technology. In the domain of software architecture and design, the terms “Solutions Architect” and “Software Architect” are being tangled with each other. This has led to a confusion for individuals looking to pursue these fields as well as the businesses which are seeking these individuals.

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Is Azure DevOps Certification Worth in 2023?

Knowledge Hut

If you have a killer combination of passion and interest in the Azure DevOps field, you are at the right place. No wonder keeping yourself updated on the latest technology for your industry is always beneficial for job security and personal and professional growth. On top of that, if you are a “Certified One”, it changes the game for many IT Professionals like yourself, be it salary-wise or designation-wise.

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Solutions Architect vs Technical Architect: What’s the Difference??

Knowledge Hut

If you like tech and want a job in IT architecture, there are various roles you can think about. Two important ones are Solutions Architect and Technical Architect. They both help organizations with projects and tech issues, but their jobs and skills can be different. In this article, we’ll talk about what a Solutions Architect and a Technical Architect do, and we have highlighted some key differences between a technical architect vs solution architect.

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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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What Is AWS (Amazon Web Services): Its Uses and Services

Knowledge Hut

AWS or the Amazon Web Services is Amazon’s cloud computing platform that offers a mix of packaged software as a service (SaaS), platform as a service (PaaS), and infrastructure as a service (IaaS). In 2006, Amazon launched AWS from its internal infrastructure that was used for handling online retail operations. It was one of the first companies to provide users with computing, throughput, and storage as needed on the basis of pay-as-you-go cloud computing model.