Sat.Nov 18, 2023 - Fri.Nov 24, 2023

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How LinkedIn Built the Engineering Infrastructure to Ignite Professional Knowledge Sharing

LinkedIn Engineering

Co-Authors: Shweta Patira , Ankan Saha , Yilin Li, and Manas Somaiya Earlier this year, we launched Collaborative Articles with the vision of making LinkedIn the one-stop destination for all work-related questions. Among our 1 billion members, there are seasoned experts who have encountered every conceivable workplace problem. If we could present their thoughts on LinkedIn, then mentors, experts, and coaches would be right at our members' fingertips.

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Data+AI Summit 2023, retrospective part 1 - streaming

Waitingforcode

Even though you may be thinking now about Data+AI Summit 2024, I still owe you my retrospective for the 2023 edition. Let's start with the first part covering stream processing talks!

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A Comprehensive List of Resources to Master Large Language Models

KDnuggets

Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.

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Creating a bespoke LLM for AI-generated documentation

databricks

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

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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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Use Data Enrichment to Supercharge AI

Precisely

AI transforms how we interact with technology, make decisions, and solve complex problems. It has been at the heart of many innovations over the past two years, powering everything from the chatbots that enhance our customer experiences to the predictive analytics engines that help us make financial decisions. What defines a successful AI initiative, and how can your organization ensure that your investments and hard work deliver maximum value for your organization?

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Contextual Keyboard Shortcuts in ArcGIS Pro 3.2

ArcGIS

Contextual keyboard shortcuts open up a whole new world of customization possibilities in ArcGIS Pro 3.2.

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Product Owner vs. Scrum Master: Key Differences

Knowledge Hut

Product Owners and Scrum Masters are two integral roles in Scrum, an Agile project management methodology. While both roles are essential for successful Scrum teams, their responsibilities are distinct. When talking about Product Owner vs Scrum Master responsibilities, it is necessary to note that the Product Owner looks after the vision and content of the product.

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Writing and linting Python at scale

Engineering at Meta

Python plays a big part at Meta. It powers Instagram’s backend and plays an important role in our configuration systems, as well as much of our AI work. Meta even made contributions to Python 3.12 , the latest version of Python. On this episode of the Meta Tech Podcast , Meta engineer Pascal Hartig ( @passy ) is joined by Amethyst Reese, a production engineer at Meta, to discuss all things Python at Meta.

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Migrating From Elasticsearch 7.17 to Elasticsearch 8.x: Pitfalls and Learnings

Zalando Engineering

What this article is about What kind of changes we had to make to the codebase How we did the actual upgrade What challenges we faced How we did the data transfer How the data was kept in sync What this article is not A step-by-step guide on how to upgrade Elasticsearch (read on to find out why). Who we are We are a team from the Search & Browse department, the department in Zalando that is responsible for all things search (read: relevance, personalisation, sorting, filters, full text searc

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5 Free Courses to Master Machine Learning

KDnuggets

Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

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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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How To Optimize Website For Mobile Users

Knowledge Hut

The world is gradually having a paradigm shift from desktop computers to mobile devices- it doesn’t mean that the desktop experience is not good. According to a recent mobile survey , many mobile users have confirmed that it is more appealing, unique, user-friendly and functional. Here are some guides that will help you in learning how to optimise website for mobile users: Choose your site layout You need to ensure your website layout is well streamlined.

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Announcing Enhanced Control Flow in Databricks Workflows

databricks

A key element in orchestrating multi-stage data and AI processes and pipelines is control flow management. This is why we continue to invest.

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What’s new in ArcGIS Image Analyst November 2023

ArcGIS

The November 2023 release of ArcGIS Image Analyst for ArcGIS Pro brings exciting enhancements to deep learning, image science and SAR.

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Tackle computer science problems using both fundamental and modern algorithms in machine learning

KDnuggets

Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

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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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DevOps Engineer Salary in 2023 [Complete Earnings]

Knowledge Hut

Given that the DevOps engineer's salary has become increasingly lucrative in recent years, it has gained much attention amongst aspiring tech professionals. DevOps engineers are essential to the administration, maintenance, and integration of applications. The key concepts of DevOps are process automation and process unification. For all of these tasks, it's essential to comprehend not only development life cycles but also DevOps culture, with all of its guiding concepts, practices, and tools.

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Unwrapping the secrets of a data + AI career

databricks

Upskilling through role-based pathways to accelerate your data + AI career Databricks has spent years crafting and iterating technical trainings for learners across.

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The Power of MQTT and Confluent in Fleet Management

Confluent

MQTT and Confluent work together to stream and process IoT device data in real time, powering fleet management systems. Learn how here.

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How To Write Efficient Python Code: A Tutorial for Beginners

KDnuggets

Are you a programmer looking to get better at Python? Learn some of Python’s features that’ll help you write more elegant and Pythonic code.

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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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Top Azure Certifications to Skyrocket Your Career in 2023

Knowledge Hut

Over the past few years, there has been a paradigm shift in the world of computing, with cloud computing being on the forefront. It is a computing model based on the internet and it provides on-demand data and shared computer processing to computers and devices. With cloud computing, a pool of computing resources can be shared and accessed. This allows the transfer of information in an effortless manner.

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Guest Post: Real-Time Fraud Detection in the Lakehouse

databricks

The costs of fraud are staggering. In 2022, just one type of fraud, card-not-present fraud, resulted in almost $6bn in losses in the.

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Take stock of your search index

ArcGIS

The ArcGIS Pro search index makes it possible to find project data and other resources. See what’s new with indexing in ArcGIS Pro 3.2.

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5 Free Courses to Master Generative AI

KDnuggets

Generative AI is an exciting and fast-moving area of research and application. Check out these 5 courses to get up to speed and stay ahead of the curve.

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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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How Much Does a PgMP Certification Cost?

Knowledge Hut

The PgMP (Program Management Professional) certification acknowledges advanced expertise, proficiency, and accomplishments in orchestrating multiple interconnected projects and their resources in alignment with organizational objectives. As we progress in our project management careers, our hands-on experience overseeing many interrelated projects and making strategic decisions that drive business objectives exemplifies our adeptness.

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Seeing the Forest for the Trees by James Strong

Scott Logic

I recently embarked on a journey into the world of machine learning through following the fast.ai course taught by Jeremy Howard as part of an internal study group. I have learnt a great deal about the inner workings of neural networks and how deep learning can produce seemingly magical results. However, one of the most interesting discoveries for me was learning about a completely different type of model: the Random Forest.

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What’s New in ArcGIS Reality for ArcGIS Pro: Reality Mapping the Earth with Satellite Imagery

ArcGIS

ArcGIS Reality for ArcGIS Pro provides a new level of situational awareness and long-term decision-making capabilities for GIS professionals across industries by enabling reality mapping with satellite imagery.

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Hardware-Accelerated AI for Windows Apps Using ONNX RT

KDnuggets

The Qualcomm AI Stack now supports ONNX RT and allows for hardware-accelerated AI in Windows on Snapdragon apps. Windows on Snapdragon is the next generation Windows platform, built on years of evolution in mobile compute.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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DevOps Lifecycle: Definition, Phases

Knowledge Hut

DevOps is an approach to software development that emphasizes collaboration and communication between software developers, IT professionals, and business stakeholders. It aims to reduce the time, cost, and risk of software development while improving the quality of the final products. DevOps is not just a technical concept. It's also a way of thinking about software development and operations holistically.

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Conscientious Cloud – Pick Your Cloud Region Consciously by Oliver Cronk

Scott Logic

This instalment of the Conscientious Computing series dives into a far more practical example of a consideration that many aren’t making consciously: The cloud region being used. In our experience over the last year this one choice can have one of the biggest impacts of the CO2e of your software. BTW if you’ve missed earlier editions of this series, you can now find them all under the Sustainability category of the Scott Logic blog Cocktails and Carbon Intensity Before we get on to the cloud reg

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What’s New in ArcGIS Roads and Highways in Q4 2023 Release

ArcGIS

ArcGIS Roads and Highways includes a variety of new and enhanced features at the ArcGIS Pro 3.2 and ArcGIS Enterprise 11.2 releases. Learn more.

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Enhance Your Python Coding Style with Ruff

KDnuggets

Ruff's 700+ built-in lint rules, reimplemented in Rust for speed, provide comprehensive linting and formatting to enforce clean and consistent Python code.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.