October, 2014

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Greek Media Monitoring Kaggle competition: My approach

Data Science and Beyond

A few months ago I participated in the Kaggle Greek Media Monitoring competition. The goal of the competition was doing multilabel classification of texts scanned from Greek print media. Despite not having much time due to travelling and other commitments, I managed to finish 6th (out of 120 teams). This post describes my approach to the problem. Data & evaluation The data consists of articles scanned from Greek print media in May-September 2013.

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Understanding Business Requirements Are Essential For Analytics Projects

Wise Analytics

Analytics projects and the associated data preparation, storage, and management require continual effort. Sometimes mid-market organizations have a good sense of what they want to achieve and how they need to get there, but overlook the value of gathering in-depth business and technical requirements before diving into software and hardware selection.

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Data Science 101 : Playing with Scraping in Python

MLWhiz

This is a simple illustration of using Pattern Module to scrape web data using Python. We will be scraping the data from imdb for the top TV Series along with their ratings We will be using this link for this: [link] This URL gives a list of top Rated TV Series which have number of votes atleast 5000. The Thing to note in this URL is the “&start=” parameter where we can specify which review should the list begin with.

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Nutanix Simplicity reaches Microsoft System Center

Nutanix

We recently wrote a set of blogs about our integration with Windows Server 2012 R2, Hyper-V and the Microsoft ecosystem. The first post detailed our integration with Hyper-V and the strategic value of our partnership with Microsoft.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Benchmarking Performance: Your Options, Dos, Don'ts and To-Die-Fors!

Occam's Razor

'We are all blessed with more data than we know what to do with, and all for the price of a few lines of JavaScript added to your website. In this type of an environment, I've frequently stressed the value of identifying targets for your key performance indicators. [See step four in the process for creating your Digital Marketing and Measurement Model.].

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Moving Beyond CTR: Better Recommendations Through Human Evaluation

Edwin Chen

Imagine you're building a recommendation algorithm for your new online site. How do you measure its quality, to make sure that it's sending users relevant and personalized content? Click-through rate may be your initial hope…but after a bit of thought, it's not clear that it's the best metric after all. Take Google's search engine. In many cases, improving the quality of search results will decrease CTR!

Metrics 79

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Increasing Importance of Governed Data Access

Wise Analytics

More solution providers are starting to integrate the concept of governed data discovery into their product offerings. After years of trying to adopt data governance initiatives as part of a larger data management framework within organizations, software vendors are integrating similar capabilities into their solutions. The reality, however, isn’t as simple.

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Web-Scale Wish: A Non-Profit Datacenter Makeover

Nutanix

The right technology in the right hands has the power to change lives and organizations. This holiday season, Nutanix will gift web-scale converged infrastructure to a non-profit organization chosen by you, our community.

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Nutanix Metro Availability

Nutanix

Simply put, Metro Availability policies complete the Data availability spectrum by enabling customers to seamlessly keep applications online even on full site disasters.

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Nutanix Metro Availability

Nutanix

Simply put, Metro Availability policies complete the Data availability spectrum by enabling customers to seamlessly keep applications online even on full site disasters.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Microsoft TechEd Barcelona Meets Web-Scale with Nutanix!

Nutanix

There’s no question that enterprise application usability has for the most part been left behind.

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Announcing the Nutanix Technology Champion (NTC) Program

Nutanix

There’s no question that enterprise application usability has for the most part been left behind.

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Announcing Nutanix Metro Availability

Nutanix

There’s no question that enterprise application usability has for the most part been left behind.

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Announcing.NEXT 2015, the Web-Scale Conference

Nutanix

There’s no question that enterprise application usability has for the most part been left behind.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Reminder: VCDX Study Workshop for Mock Defenses at VMware HQ (Oct 4-5)

Nutanix

There’s no question that enterprise application usability has for the most part been left behind.