Thu.Nov 21, 2019

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Is Big Data Creating A Competitive Edge For Small Businesses?

Smart Data Collective

Big data is transforming the daily realities of running a business. Companies can use big data to handle certain tasks more quickly and cost-effectively than ever. Vince Campisi, CIO of GE Software, Ash Gupta, an executive with American Express, and many other companies use big data to get a competitive advantage. Of course, big data also raises some new challenges.

Big Data 108
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Geocoding Automation: Free and Paid with Python, Selenium and Google

KDnuggets

This tutorial will take you through two options that have automated the geocoding process for the user using Python, Selenium and Google Geocoding API.

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Enterprise Architecture Tools and the Changing Role of the Enterprise Architect

erwin

As enterprise architectures become more complex, enterprise architecture tools are becoming more important than ever. The International Enterprise Architecture Institute (IEAI) defines enterprise architecture (EA) as “the analysis and documentation of an enterprise in its current and future states from an integrated strategy, business and technology perspective.”.

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Three Methods of Data Pre-Processing for Text Classification

KDnuggets

This blog shows how text data representations can be used to build a classifier to predict a developer’s deep learning framework of choice based on the code that they wrote, via examples of TensorFlow and PyTorch projects.

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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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Enterprise Architecture Tools and the Changing Role of the Enterprise Architect

erwin

As enterprise architectures become more complex, enterprise architecture tools are becoming more important than ever. The International Enterprise Architecture Institute (IEAI) defines enterprise architecture (EA) as “the analysis and documentation of an enterprise in its current and future states from an integrated strategy, business and technology perspective.”.

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The Notebook Anti-Pattern

KDnuggets

This article aims to explain why this drive towards the use of notebooks in production is an anti pattern, giving some suggestions along the way.

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More Trending

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Neural Networks 201: All About Autoencoders

KDnuggets

Autoencoders can be a very powerful tool for leveraging unlabeled data to solve a variety of problem, such as learning a "feature extractor" that helps build powerful classifiers, finding anomalies, or doing a Missing Value Imputation.

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How to Build a Private Cloud in 4 Steps

Nutanix

As more businesses migrate over to a private cloud, you might be asking yourself: How exactly can I build my own private cloud?

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Top KDnuggets tweets, Nov 13-19: A whole lot of Data Science Cheatsheets

KDnuggets

Also: Bring the scientific rigor of reproducibility to your Data Science projects; Neutrinos Lead to Unexpected Discovery in Basic Math ; The media gets really excited about AI. Maybe a bit too excited.

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Customers Weigh In: Tips for Your First Day on Nutanix

Nutanix

Cher said it best: If you could turn back time, you’d likely want to spare others (and yourself!) from pain. And when it comes to the datacenter, chances are you wish you could’ve saved yourself and your team from the pain of legacy infrastructure years go.

IT 20
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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.

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Python Tuples and Tuple Methods

KDnuggets

Brush up on your Python basics with this post on creating, using, and manipulating tuples.

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What’s Driving Where You Run Your IT Applications and Services

Nutanix

Supply chain functions are similar to IT applications, workloads, and services—each with their own set of attributes. These attributes can help determine where to place and run these IT applications.

IT 20
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Accelerating the Path to Enterprise AI with MLOps

Dataiku

Once an organization has the ability to quickly operationalize data projects and moves from a handful to hundreds (or thousands) of machine learning models in production, the question of maintenance and management arise. Enter: MLOps.

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Evaluating Technology Companies’ Market Share in Times of Change

Nutanix

Evaluating technology companies’ market share is a complex business; technology moves fast and old metrics must constantly be reevaluated.

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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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Accelerating the Path to Enterprise AI with MLOps

Dataiku

Once an organization has the ability to quickly operationalize data projects and moves from a handful to hundreds (or thousands) of machine learning models in production, the question of maintenance and management arise. Enter: MLOps.

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Evaluating Technology Companies’ Market Share in Times of Change

Nutanix

Evaluating technology companies’ market share is a complex business; technology moves fast and old metrics must constantly be reevaluated.

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6 AI Solutions Every Commercial Bank Needs

DataRobot

In all segments of commercial banking competition is more intense and top line growth harder to achieve than ever before.

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Evaluating Technology Companies’ Market Share in Times of Change

Nutanix

Evaluating technology companies’ market share is a complex business; technology moves fast and old metrics must constantly be reevaluated.

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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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Report Generation: Everything You Need to Know

FineReport

1. The basics of the report generation. Reports generation is the process of using a tool for creating reports primarily for business users. The software is called a report generator. To generate a report, you need to create a definition of the report, including what data to retrieve, where to get it, and how to display it. . In this way, when you run a report, the report processor will retrieve the data with the specified report definition, and combine the data with the report layout to generat

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How to Build a Private Cloud in 4 Steps

Nutanix

As more businesses migrate over to a private cloud, you might be asking yourself: How exactly can I build my own private cloud?

20
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How to Build a Private Cloud in 4 Steps

Nutanix

As more businesses migrate over to a private cloud, you might be asking yourself: How exactly can I build my own private cloud?

20
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Nutanix Deconstructed: What Our Subscription Evolution Means for Partners

Nutanix

If you love learning something new each and every day, then Nutanix is the right partner for you.

20
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating