Fri.Aug 09, 2019

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6 Questions To Audit The State Of Your Company’s Analytics Infrastructure

Smart Data Collective

It’s no secret that everything businesses need to grow and accomplish their vision is theirs for the taking. But like anything that yields powerful results, the process doesn’t come easy. This describes the dilemma many organizations are facing when it comes to getting insights out of data. But before enterprises can shore up their analytics processes, they need to understand what’s holding them back.

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Introduction to Image Segmentation with K-Means clustering

KDnuggets

Image segmentation is the classification of an image into different groups. Many kinds of research have been done in the area of image segmentation using clustering. In this article, we will explore using the K-Means clustering algorithm to read an image and cluster different regions of the image.

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Insiders Cite The Wondrous Benefits Of Big Data In Fortnite

Smart Data Collective

Big data in the gaming industry has played a phenomenal role in the field. We have previously talked about the benefits of using big data by gaming providers that offer cash games, such as slots. However, more mainstream games use big data as well. Fortnite is one of the games that uses big data to offer great service to its customers. Even Forbes Tech Council has written about the benefits of data lakes in Fortnite.

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9 Tips For Training Lightning-Fast Neural Networks In Pytorch

KDnuggets

Who is this guide for? Anyone working on non-trivial deep learning models in Pytorch such as industrial researchers, Ph.D. students, academics, etc. The models we're talking about here might be taking you multiple days to train or even weeks or months.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Some Real-World Examples of Experience Management, Powered by The Intelligent Enterprise

Timo Elliott

Experience management is about combining experience data (x-data) with operational data (o-data) to optimize every experience that matters in the organization, from the customer journey to an upgrade of your IT systems. In this short keynote presentation from the SAP Festival in Brussels, I give examples of real-life organizations that are using X+O data to listen, understand, and act on business opportunities to fix the “experience gaps” that permeate modern life.

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Keras Callbacks Explained In Three Minutes

KDnuggets

A gentle introduction to callbacks in Keras. Learn about EarlyStopping, ModelCheckpoint, and other callback functions with code examples.

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Citizen Data Scientists Rule!

Smarten

Why Should Your Business Users Want to Become Citizen Data Scientists? You have probably heard a lot about the benefits of transforming business users into Citizen Data Scientists by deploying an advanced analytics platform. Let’s say you did your homework and found just the right solution so that all your needs are met and your business users can happily embrace the solution and become empowered – and in so doing, add value and accountability to your organization.

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Monash University: Research Fellow – Computer Vision [Melbourne, Australia]

KDnuggets

The position requires a passion for research, a proven research track record in computer vision, an ability to work independently as well as lead a team, and a willingness to work on inter-disciplinary research projects and seek external funding. The successful candidate will align with the group goal on building a world-class computer vision team.

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Hadoop Security Basics (In Under 5 Minutes)

Dataiku

Between growing data and analytics teams, more collaborative projects, and GDPR , security and governance are becoming bigger issues. As organizations' analytical maturity improves, it's increasingly critical that business and technical users alike understand data best practices.

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Success in the Azure Cloud: Governance & Admin Best Practices

CDW Research Hub

B usinesses adopt the public cloud for agility, scalability, and the “pay for what you use” cost model. This allows for an increase in revenue and savings while optimizing resource utilization. Many clients of Microsoft public cloud services, like Office 365 (O365), get their initial Azure tenant created as part of an O365 deployment with little planning for the long term.

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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.