Wed.Oct 09, 2019

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Hands-On Introduction to Web Scraping in Python: A Powerful Way to Extract Data for your Data Science Project

Analytics Vidhya

Overview Web scraping is a highly effective method to extract data from websites (depending on the website’s regulations) Learn how to perform web scraping. The post Hands-On Introduction to Web Scraping in Python: A Powerful Way to Extract Data for your Data Science Project appeared first on Analytics Vidhya.

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Contributing to PyTorch: By someone who doesn’t know a ton about PyTorch

KDnuggets

By the end of my week with the team, I managed to proudly cut two PRs on GitHub. I decided that I would write a blog post to knowledge share, not just to show that YES, you can too.

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Demystifying Artificial Intelligence in the Corporation

Bruno Aziza

Why demystifying AI is critical to business success.

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Math for Programmers.

KDnuggets

Math for Programmers teaches you the math you need to know for a career in programming, concentrating on what you need to know as a developer.

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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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Automate Hyperparameter Tuning for your models

MLWhiz

When we create our machine learning models, a common task that falls on us is how to tune them. People end up taking different manual approaches. Some of them work, and some don’t, and a lot of time is spent in anticipation and running the code again and again. So that brings us to the quintessential question: Can we automate this process? A while back, I was working on an in-class competition from the “How to win a data science competition” Coursera course.

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Four questions to help accurately scope analytics engineering project

KDnuggets

Being really good at scoping analytics projects is crucial for team productivity and profitability. You can consistently deliver on time if you work out the issue first, and these four questions can help you prepare.

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Data Science is Boring (Part 2)

KDnuggets

Why I love boring ML problems and how I think about them.

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So, I wrote a bedtime book now?!

Paul Turley

Is the 2010, first edition of my SQL Server Reporting Services Recipe Book so snooze-worthy that it is now being used as a bedtime story? Huh uh! O’ contraire, This book contains so much of what real life has to offer.

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KDnuggets™ News 19:n38, Oct 9: The Last SQL Guide for Data Analysis; 4 Quadrants of Data Science Skills and 7 steps for Viral Data Visualization

KDnuggets

Read a comprehensive SQL guide for data analysis; Learn how to choose the right clustering algorithm for your data; Find out how to create a viral DataViz using the data from Data Science Skills poll; Enroll in any of 10 Free Top Notch Natural Language Processing Courses; and more.

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Lessons for Enterprises from a Brief History of AI

bridgei2i

Hello, Artificial intelligence (AI) has forever piqued society’s interest – and there are no two ways about this! From time immemorial, man has turned to machines and automation to make his chores easier, and this has led to the evolution of AI through the centuries. From Greek Antikythera to realistic humanoid automatons built by diverse civilizations, to the IBM Supercomputer defeating Chess Grandmaster Gary Kasparov in 1997, all have tried to attain this goal.

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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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Top KDnuggets tweets, Oct 02-08: Turn #Python Scripts into Beautiful ML Tools – with Streamlit, an app framework built for #MachineLearning engineers

KDnuggets

Also: 12 things I wish I'd known before starting as a Data Scientist; 10 Free Top Notch Natural Language Processing Courses; The Last SQL Guide for Data Analysis; The 4 Quadrants of #DataScience Skills and 7 Principles for Creating a Viral DataViz.

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Nutanix Integration with ServiceNOW

Nutanix

As Nutanix leads the industry with its innovative 100% software-defined hyper-converged infrastructure and multi-cloud services, customers are deploying at scale and need to integrate with their IT operations environments.

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ML-Based Stock Optimization & the Top Three Things Retailers Should Avoid

Dataiku

In a rapidly digitizing retail space , small differences have the potential to give retailers the competitive edge they need to thrive. Stock optimization enables retailers to give customers an effortless and breezy shopping experience, where all the things they need are quickly available. This creates an excellent customer experience and increases brand trust, thus improving customer relationships in the long term.

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Introducing: Security Compliance for Nutanix Private Cloud

Nutanix

Businesses are increasingly adopting multi-cloud architectures to benefit from the freedom to choose the appropriate cloud platforms for their various workloads. One of the key challenges in a multi-cloud world is ensuring the security of your critical applications and data.

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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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Teradata Vantage and the Rhythms of Your Workloads

Teradata

Teradata Workload Management automates changes in settings across processing windows as patterns of end user usage changes and as business requirements shift.

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Nutanix and HPE Team Up Together to Deliver Cloud Simplicity On-Premises

Nutanix

HPE and Nutanix announce the availability of HPE GreenLake with Nutanix. HPE GreenLake is an infrastructure service that delivers on-demand capacity and planning.

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Going AI: Why Retailers Need More (ML) Models than London’s Fashion Week

DataRobot

The best models on the planet were in London recently. At the London Fashion week, we saw the top supermodels from around the world come together to showcase the newest styles and fashion. At the same time, DataRobot was in town at the Retail Tech Event parading their automated machine learning models to the retail industry. Both types of models make a big impact on the retail industry, but it is DataRobot’s models that have the power to reshape the future of retail as we know it.

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Understanding The Journey To True Hybrid Cloud

Nutanix

Nutanix Clusters on AWS provides a hybrid cloud extension allowing businesses to manage their applications easily in on-premises and public cloud environments

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Clustering in R

Domino Data Lab

This article covers clustering including K-means and hierarchical clustering. A complementary Domino project is available. Introduction. Clustering is a machine learning technique that enables researchers and data scientists to partition and segment data. Segmenting data into appropriate groups is a core task when conducting exploratory analysis. As Domino seeks to support the acceleration of data science work, including core tasks, Domino reached out to Addison-Wesley Professional (AWP) Pearson

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Announcing Nutanix Insights - Predictive Health & Support Automation Service

Nutanix

Today we are announcing Nutanix Insights - a Predictive Health & Support Automation Service, for your Nutanix Enterprise Cloud.

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Insight-ICON Monthly Progress Report

Insight

Hello ICON Blockchain! Insight-ICON here to give the first of the monthly status updates for our P-Rep election campaign for ICON. As many of you know, there is an election underway to find 22 qualified teams to decentralize the validation network for the ICON Blockchain. While we at Insight are mainly focused on tech, we are executing a broad strategy to grow the ICON ecosystem as a whole.

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HPE GreenLake with Nutanix is ready!

Nutanix

HPE and Nutanix promised to bring as a Service consumption to the Nutanix enterprise cloud platform, and now it’s ready.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Themes and Conferences per Pacoid, Episode 13

Domino Data Lab

Paco Nathan’s latest article covers data practices from the National Oceanic and Atmospheric Administration (NOAA) Environment Data Management (EDM) workshop as well as updates from the AI Conference. Introduction. Welcome back to our monthly burst of themespotting and conference summaries. It’s been a busy conference season, which continues into December.

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Wipro VirtuaDesk Appliance: Powered by Nutanix to Simplify and Accelerate VDI Deployment, Enhance User Experience

Nutanix

Users in today’s modern workplace expect to access their apps and data across multiple devices. Virtual desktops and applications make this possible by letting users seamlessly roam from one device to another, picking up where they left off.

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Understanding The Journey To True Hybrid Cloud

Nutanix

Nutanix has been recognized as a leader in helping customers build and operate their private clouds. We focus on consumer-grade design and customer delight, supporting organizations as they transform their business.

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Nutanix Integration with ServiceNOW

Nutanix

As Nutanix leads the industry with its innovative 100% software-defined hyper-converged infrastructure and multi-cloud services, customers are deploying at scale and need to integrate with their IT operations environments.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Introducing: Security Compliance for Nutanix Private Cloud

Nutanix

Businesses are increasingly adopting multi-cloud architectures to benefit from the freedom to choose the appropriate cloud platforms for their various workloads. One of the key challenges in a multi-cloud world is ensuring the security of your critical applications and data.

4
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Nutanix and HPE Team Up Together to Deliver Cloud Simplicity On-Premises

Nutanix

HPE and Nutanix announce the availability of HPE GreenLake with Nutanix. HPE GreenLake is an infrastructure service that delivers on-demand capacity and planning.

4
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Announcing Nutanix Insights - Predictive Health & Support Automation Service

Nutanix

Today we are announcing Nutanix Insights - a Predictive Health & Support Automation Service, for your Nutanix Enterprise Cloud.

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HPE GreenLake with Nutanix is ready!

Nutanix

HPE and Nutanix promised to bring as a Service consumption to the Nutanix enterprise cloud platform, and now it’s ready.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.