Tue.Jan 30, 2024

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Apache Flink and cluster components deep dive

Waitingforcode

Previously you could read about transformation of a user job definition into an executable stream graph. Since this explanation was relatively high-level, I decided to deep dive into the final step executing the code.

Coding 130
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Serving Quantized LLMs on NVIDIA H100 Tensor Core GPUs

databricks

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x more.

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Introducing Neighborhood Explorer in ArcGIS Pro

ArcGIS

ArcGIS Pro now includes Neighborhood Explorer: an experience that will help you understand and refine spatial relationships in your analysis.

Education 138
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5 Free University Courses to Ace Coding Interviews

KDnuggets

For acing coding interviews, you need to have a rock solid foundation in data structures and algorithms. Check out these free university courses to help you in your journey.

Coding 112
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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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Welcome to the Data Intelligence Platform: Databricks + Einblick

databricks

At Databricks, we believe that AI will change the way that enterprises interact with their data. That’s why today, we're excited to welcome t.

Data 116
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An Introduction To ITIL® Exam

Knowledge Hut

ITIL® is the most widely adopted ITSM framework in the world. Adopting ITIL® brings many key benefits to your IT service management processes. It blesses your organization with flexibility, adaptability, and improved relationships with the customers. There are various levels which demonstrate the skills and expertise of the candidate taking the ITIL® examination.

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Top 4 ITIL® Best Practices

Knowledge Hut

ITIL® ie. Information Technology Infrastructure Library is basically a framework which has been designed to standardize the following IT services within a business: Selection Planning Delivery and Maintenance. The goal of ITIL® is to increase efficiency and achieve standardised service delivery in an organisation. The ITIL® framework focuses on ensuring that IT administrators can evolve into roles such as business service partner and not just remain back-end support.

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Why LLMs Used Alone Can’t Address Your Company’s Predictive Needs

KDnuggets

LLMs aren't the right tool for most business applications. Find out why — and learn which AI techniques are a better match.

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A Data-Agenda at Davos: Promoting the Promise of AI

Snowflake

In the buildup to this week’s World Economic Forum Annual Meeting in Davos, Switzerland, the talk of polycrisis becoming permacrisis painted a picture of impending doom. These terms have been used to describe the global condition today, citing the “ cascading and connected crises ” triggered by war and geopolitics, economic uncertainty, and environmental concerns, and their persistence.

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Achieving Trusted AI in Manufacturing

Cloudera

In the dynamic landscape of modern manufacturing, AI has emerged as a transformative differentiator, reshaping the industry for those seeking the competitive advantages of gained efficiency and innovation. As we navigate the fourth and fifth industrial revolution, AI technologies are catalyzing a paradigm shift in how products are designed, produced, and optimized.

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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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A Step by Step Guide to Reading and Understanding SQL Queries

KDnuggets

Complex queries seem intimidating, but this guide gives you insight into how to work more easily with SQL queries.

SQL 95
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Rockset Ushers in the New Era of Search and AI with a 30% Lower Price

Rockset

In 2023, Rockset announced a new cloud architecture for search and analytics that separates compute-storage and compute-compute. With this architecture, users can separate ingestion compute from query compute, all while accessing the same real-time data. This is a game changer in disaggregated, real-time architectures. It also unlocks ways to make it easier and cheaper to build applications on Rockset.

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Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?

KDnuggets

Case study of LLM's ability to learn, generalize, and be creative.

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How JetBlue Used Data Observability To Help Improve Internal “Data NPS” By 16 Points Year Over Year

Monte Carlo

This case study is based on information shared in recent Snowflake webinars and Summit presentations. With over 1,000 flights per day servicing over 100 network destinations, JetBlue needs to ensure the data informing its operations and business is accurate, on-time, and reliable. This need became even more acute following the airline’s migration from an on-premise database to Snowflake.

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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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DataOS Demo – Patient360

The Modern Data Company

At the Modern Data Company, we empower businesses to build data products using their existing data infrastructure without disruption.In this video, learn how.

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Announcing the 2024 Data Streaming Startup Challenge Semifinalists

Confluent

The finalists and winner of the Data Streaming Startup Challenge will be announced at Kafka Summit London.

Kafka 73
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Power Interest Grid: How to Use, Benefits, Examples

Knowledge Hut

Managing stakeholders in a project, particularly when conflicting interests arise, can be a daunting task, and it is a situation we are all too familiar with. The power interest grid is designed to serve as a straightforward yet powerful solution to this challenge. This tool provides a visual representation of stakeholder relationships and illuminates their priorities.

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Cassandra Unleashed: How We Enhanced Cassandra Fleet’s Efficiency and Performance

DoorDash Engineering

In the realm of distributed databases, Apache Cassandra stands out as a significant player. It offers a blend of robust scalability and high availability without compromising on performance. However, Cassandra also is notorious for being hard to tune for performance and for the pitfalls that can arise during that process. The system’s expansive flexibility, while a key strength, also means that effectively harnessing its full capabilities often involves navigating a complex maze of configu

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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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ITIL V3 vs ITIL V4: What's The Difference

Knowledge Hut

Introduction The ITIL® framework, or Information Technology Infrastructure Library, is one of the most popular frameworks in IT service management. ITIL® creators must keep ITIL® current with modern technologies since IT is a domain that remains in constant flux. In response to this, Axelos Ltd recently released the new version of ITIL called ITIL V4.

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Picnic’s review of 2023: the year of AI

Picnic Engineering

As we step into 2024, let’s look back at the transformative year of 2023, which has been a milestone for machine learning and artificial intelligence. The past year showed significant advancements and shifts in the AI landscape, particularly when it comes to Large Language Models (LLMs). With the rise of tools like ChatGPT and Midjourney, the role of AI in society and its benefits have become extremely clear to everyone.

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Learn about How You Can Become an ITIL Expert?

Knowledge Hut

An ITIL expert in a company is a valuable asset who can enhance services by giving strategies to control business risk and service interruption, building cost-effective tools to manage service demand, and facilitating business transformations while maintaining a consistent service environment. The ITIL Expert certification is intended for people who want to become ITIL best practices experts.

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Official list of ITIL Processes in ITIL V4

Knowledge Hut

ITIL®, or Information Technology Infrastructure Library, is an IT service management (ITSM) framework that aligns IT services with the needs of the business. IT service lifecycle processes and stages are covered in five books that have been revised several times over the years. The ITIL (Information Technology Infrastructure Library) is a resource that assists companies in lowering IT operating costs while also raising service levels.

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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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What is Data Extraction? Examples, Tools & Techniques

Knowledge Hut

In today's world, where data rules the roost, data extraction is the key to unlocking its hidden treasures. As someone deeply immersed in the world of data science, I know that raw data is the lifeblood of innovation, decision-making, and business progress. However, this valuable data often lies scattered across various sources, like hidden gems waiting to be discovered and polished.

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What is ITIL Certification? Eligibility, Exam Pattern, Duration

Knowledge Hut

What is ITIL Certification? If you are a part of the IT support in the organization, one of the most beneficial things for you is the ITIL certification. It will pave your way towards a better job, a much-awaited promotion, or advancement in the career (especially if the goal is to become the CIO or CTO). This article will help you understand ITIL certification - what is it , the importance of ITIL Certification, and what is ITIL certification used for.

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What's Changed with Change in ITIL 4?

Knowledge Hut

Early in 2019, ITIL 4, a new edition of the ITIL IT service management best practice framework, was launched. ITIL is utilized by millions of individuals across the world for anything from simple event management to the administration of massive enterprise IT operations, so it was major news. Change management is one of the most often used and referred to components of ITIL best practice.

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10 Best ITIL Books For ITIL Foundation Exam

Knowledge Hut

The ITIL framework includes tried-and-tested methodologies for optimizing ITSM (IT Service Management) for growth and change. ITIL Foundation defines an end-to-end operating model for developing, continuously improving, and delivering technology-enabled products and services. ITIL certification is intended for professionals who need to understand the key concepts of IT and digital service delivery and are interested in assisting their organization in adopting the new service management culture.

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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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ITSM vs ITIL: How do They Differ?

Knowledge Hut

If you are wondering whether ITIL or ITSM is better, there is no simple answer. ITSM (IT Service Management) enables you to manage service requests and work on enhancing customer service, whereas ITIL ( Information Technology Infrastructure Library), is a framework that enables you to make your workflows more efficient. There are some differences between ITSM and ITIL, but both are interdependent.

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A Guide to Service Management in ITIL

Knowledge Hut

When enterprise IT was first introduced, it was considered a cost center. Organizations did not have formalized processes in place to request services or report IT incidents. There was poor communication and collaboration between the IT department and the business. This resulted in a widespread perception in many organizations that IT did not provide much value, nor did it effectively serve the objectives of the company.

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The 5 Processes of ITIL Service Strategy

Knowledge Hut

Introduction For an organization to be successful, it must have a set of clearly stated overarching objectives and a good business plan to go along with those goals. This business strategy shows how the company will attain its ultimate goals over a set period. This is supported by customized plans developed for each business unit. Business and IT strategies are inextricably linked, so it is no surprise when best practices dictate that technology and operations should be aligned with the business

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Who should do ITIL® certification?

Knowledge Hut

What is ITIL®? A Management software framework built to make services provided by the IT sector more effective and in alignment with the business procedures is called ‘ Information Technology Infrastructure Library’ or ITIL®. The attributes of ITIL® Framework such as implementation, integration, and configuration in the business structures allow the company to be more productive, produce better results and improve customer service.

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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.