Sat.Jan 13, 2024 - Fri.Jan 19, 2024

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The AI Playbook: Providing Important Reminders to Data Professionals

TDAN

Eric Siegel’s “The AI Playbook” serves as a crucial guide, offering important insights for data professionals and their internal customers on effectively leveraging AI within business operations.

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Databricks SQL Year in Review (Part I): AI-optimized Performance and Serverless Compute

databricks

This is part 1 of a blog series where we look back at the major areas of progress for Databricks SQL in 2023.

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2024: When IT And AI Collide

Dataversity

Stressed to the limit and buried under busy work, IT teams were told to “do more with less” in 2023. That meant that despite more shadow IT, more security vulnerabilities, and more questions, these tech pros were equipped with the same resources or fewer. Now, as we look at a new year with new opportunities, […] The post 2024: When IT And AI Collide appeared first on DATAVERSITY.

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Article: Maximizing the Utility of Large Language Models (LLMs) through Prompting

InfoQ Articles

In this article, authors Numa Dhamani and Maggie Engler discuss how prompt engineering techniques can help use the large language models (LLMs) more effectively to achieve better results. Prompting techniques discussed include few-shot, chain-of-thought, self-consistency, and tree-of-thoughts prompting.

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Lazy is the new fast: How Lazy Imports and Cinder accelerate machine learning at Meta

Engineering at Meta

At Meta, the quest for faster model training has yielded an exciting milestone: the adoption of Lazy Imports and the Python Cinder runtime. The outcome? Up to 40 percent time to first batch (TTFB) improvements, along with a 20 percent reduction in Jupyter kernel startup times. This advancement facilitates swifter experimentation capabilities and elevates the ML developer experience (DevX).

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Staying in the Zone: How DoorDash used a service mesh to manage  data transfer, reducing hops and cloud spend

DoorDash Engineering

There have been many benefits gained through DoorDash’s evolution from a monolithic application architecture to one that is based on cells and microservices. The new architecture has reduced the time required for development, test, and deployment and at the same time has improved scalability and resiliency for end-users including merchants, Dashers, and consumers.

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Ask a Data Ethicist: Why Does Data Ethics Matter?

Dataversity

Whenever I give a talk, I always share how much I love Q&A. It’s a real joy to hear what people are curious about and provide resources or share insightful lived experiences as a consultant in the data ethics space. In this line of work, it’s usually not about having tidy, easy answers or the […] The post Ask a Data Ethicist: Why Does Data Ethics Matter?

More Trending

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Extending the Confluent CLI With Custom Plugins

Confluent

The Confluent CLI now supports custom plugins to simplify CLI commands, execute dynamic workflows, and boost efficiency. Read a step-by-step guide on how to get started.

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Evolving Your SIEM Detection Rules: A Journey from Simple to Sophisticated

databricks

Cyber threats and the tools to combat them have become more sophisticated. SIEM is over 20 years old and has evolved significantly in.

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Putting a Number on Bad Data

Dataversity

Do you know the costs of poor data quality? Below, I explore the significance of data observability, how it can mitigate the risks of bad data, and ways to measure its ROI. By understanding the impact of bad data and implementing effective strategies, organizations can maximize the benefits of their data quality initiatives. Data has become […] The post Putting a Number on Bad Data appeared first on DATAVERSITY.

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The 2024 Mixpanel Benchmarks Report is here

Mixpanel

Our 2024 Benchmarks Report explores what average and best-in-class digital product growth looks like in your industry. Get the report now. What is a “great” user acquisition rate for our product? Are we keeping up with industry average retention? What should our marketing performance goals be? All of these questions have one thing in common: reassurance.

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Real-Time Order Management: The Key to Streamlining Your Business

Confluent

Leverage Confluent and streaming data pipelines to orchestrate order fulfillment and enable efficient real-time backend operations.

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Veritas: Delivering Real-World Data through Datavant on Databricks

databricks

This post was written in collaboration with Jason Labonte, Chief Executive Officer, Veritas Data Research In the realm of healthcare and life sciences.

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AI-Driven Predictive Analytics: Turning the Table on Fraudsters

Dataversity

Fraud techniques, including phishing, vishing, deepfakes, and other scams are becoming increasingly sophisticated – making it easier than ever to perpetuate fraud at scale. This is placing businesses in danger of financial losses, and trust and reputational damage. Now, there’s an alarming trend among organized crime rings that have the potential to defraud enterprises of […] The post AI-Driven Predictive Analytics: Turning the Table on Fraudsters appeared first on DATAVERSITY.

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The Currency of Information: Measuring the Value of Data (Part Four)

TDAN

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets?

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Confluent Integrates with Pinecone Serverless to Make Real-Time, Cost-Effective GenAI a Reality

Confluent

Confluent integrates with Pinecone Serverless to enable cost-effective development of highly performant GenAI applications fueled by fully managed data streams.

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Generative AI for retailers: driving top-line growth through skills development

databricks

Since COVID, countless articles have been written about the "Great Resignation", including in-depth analysis by the World Economic Forum. One key thing this.

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Three Key Commandments of Effective Dashboards

Dataversity

A dashboard is a visual snapshot of business performance using KPIs (key performance indicators) to help users make smarter, data-driven decisions. An effective dashboard simplifies the visual representation of complex data and helps stakeholders understand, analyze, and present key insights at a glance. At the core, the objective of a dashboard is to make complex […] The post Three Key Commandments of Effective Dashboards appeared first on DATAVERSITY.

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HN717: Network Source(s) Of Truth – A Roundtable Discussion

Packet Pushers

On todays episode, we discuss networking sources of truth. Thats right, sources of truth, because youre likely to have more than one depending on your environment and your point of view. On LinkedIn, Ethan Banks quoted someone at the AutoCon0 conference who essentially said that the network itself shouldnt be used as a source of. Read more » On todays episode, we discuss networking sources of truth.

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Programming Languages for Apache Kafka: Essential Resources for Developers

Confluent

Curious how to start building real-time streaming apps with programming languages for Apache Kafka? Explore the latest tutorials, courses, and articles on Kafka languages to jumpstart your journey.

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Whistleblowers of a Fake SASE are IT’s Best Friends 

CATO Networks

History taught us that whistleblowers can expose the darkest secrets and wrongdoing of global enterprises, governments and public services; even prime ministers and presidents. Whistleblowers usually have a deep sense of justice and responsibility that drives them to favor the good of the many over their own. Often, their contribution is really appreciated only in hindsight.

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What Trends to Expect in 2024 in Enterprise Storage? (Part Two)

Dataversity

Seven trends in enterprise storage have been identified for 2024. (Click here for the first four trends in part one.) In part two, we will look at the remaining three trends. This information will help equip you to prioritize and be successful in the new year. Trend: Skills gap in storage calls for an increase […] The post What Trends to Expect in 2024 in Enterprise Storage?

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D2C229: Standing Out From The Crowd With Tim Banks

Packet Pushers

We talk with Tim Banks about a wide range of topics including career development, how to stand out as an interview candidate, building a resume, finding your blind spots, diversity in tech (or lack thereof), and more. Let’s get into all the things with Tim! Episode Guest: Tim Banks | Lead Developer Advocate at Dell. Read more » We talk with Tim Banks about a wide range of topics including career development, how to stand out as an interview candidate, building a resume, finding y

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Success Stories: How Obkio Transformed SMB Network Monitoring for These Companies

Obkio

Explore real use cases of how Obkio revolutionizes SMB network monitoring, enhancing efficiency, and delivering top-notch user experiences.

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3 Things CISOs Can Immediately Do with Cato

CATO Networks

Wherever you are in your SASE or SSE journey, it can be helpful knowing what other CISOs are doing once they’ve implemented these platforms. Getting started with enhanced security is a lot easier than you might think. With Catos security services being delivered from a scalable cloud-native architecture at multiple global points of presence, the value is immediate.

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The Promise and Potential of Human-Like Generative AI Chatbots

Dataversity

They’ve passed SATs, graduate records exams, and medical licensing exams, and programmers have used them to solve obscure coding challenges in seconds. Undoubtedly, generative AI chatbots’ capabilities are astounding, but this doesn’t mean they get it right every time. Despite their success in providing contextually relevant and, for the most part, accurate answers, can generative […] The post The Promise and Potential of Human-Like Generative AI Chatbots appeared first on DATAVERSITY.

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Case Study: Management Support Server Upgrade

Akins IT

Akins IT assists Management Support in migrating their physical server infrastructure to new hardware and enhancing their backup process for improved disaster recovery.

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The Evidence Act Brings Opportunity for Data Governance

TDAN

Five years ago, the most comprehensive data governance law was passed in the U.S. On January 14, 2019, the “Foundations for Evidence-Based Policymaking Act of 2018,” also known as the “Evidence Act,” was passed into law. The Evidence Act requires U.S.

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Good Read – Recoding America

Wahl Network

The full title of this book is “ Recoding America: Why Government Is Failing in the Digital Age and How We Can Do Better ” but felt a little long for the blog post title. ;-) A colleague of mine recommended this book to me after my first public sector project. Originally I had scratched my head around a number of behaviors and decisions that I witnessed in government work.

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The Rise of RAG-Based LLMs in 2024

Dataversity

As we step into 2024, one trend stands out prominently on the horizon: the rise of retrieval-augmented generation (RAG) models in the realm of large language models (LLMs). In the wake of challenges posed by hallucinations and training limitations, RAG-based LLMs are emerging as a promising solution that could reshape how enterprises handle data. The surge […] The post The Rise of RAG-Based LLMs in 2024 appeared first on DATAVERSITY.

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VoIP Latency Exposed: A Guide to Identifying, Analyzing, and Resolving Issues

Obkio

Learn about VoIP latency, uncovering its impact & mastering strategies for seamless call quality. Elevate performance with Obkio's Network Monitoring tool.

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The Book Look: Data Privacy Across Borders

TDAN

I never realized how complex data privacy rules can be for multinational companies until I read “Data Privacy Across Borders” by Lambert Hogenhout and Amanda Wang.

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NB462: HPE Spends $14 Billion For Juniper Networks; Starlink Tests SMS Via Satellite

Packet Pushers

Take a Network Break! On today’s show we spend most of the episode talking about HPE’s $14 billion bid for Juniper Networks. We discuss reasons for the deal, product overlap, potential upsides, challenges to integrating these two companies and their product lines, and more. We also talk about a successful test by Starlink to send. Read more » Take a Network Break!

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Machine Learning in Action – An In-Depth Look at Identifying Operating Systems Through a TCP/IP Based Model 

CATO Networks

In the previous post , weve discussed how passive OS identification can be done based on different network protocols. Weve also used the OSI model to categorize the different indicators and prioritize them based on reliability and granularity. In this post, we will focus on the network and transport layers and introduce a machine learning OS identification model based on TCP/IP header values.

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MSP Monitoring For Top-Notch Network Performance

Obkio

Explore the crucial role of MSP monitoring in meeting business demands. Delve into its financial & performance impact & elevate your network game with Obkio.

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The Evolution of Data Validation in the Big Data Era

TDAN

The advent of big data has transformed the data management landscape, presenting unprecedented opportunities and formidable challenges: colossal volumes of data, diverse formats, and high velocities of data influx. To ensure the integrity and reliability of information, organizations rely on data validation. Origins of Data Validation Traditionally, data validation primarily focused on structured data sets.

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Crossing the Data Divide: Data Catalogs and the Generative AI Wave

TDAN

The “Tide” of LLMs Has Reached Our Shores As a career data professional and having spent most of the last 10 years with Collibra, Alation, and now as an independent, I’ve come to a somewhat painful, yet exciting realization that large language models (LLM) will completely disrupt and displace data cataloging as we know it!