Sat.Nov 02, 2019 - Fri.Nov 08, 2019

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How to Challenge Business Assumptions with Data

Corinium

The notion that businesses should be making data-driven decisions may seem obvious to a CDAO. But the fact is, people in other business functions don’t always see things that way.

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Zen and the Art of Data Maintenance: People Silos Cause Data Silos

TDAN

With the exponential growth of data from so many different sources, data silos (or in other words, separate unintegrated data stores) are more prevalent than ever. However, what is the root cause of data silos? People silos! The more that people view themselves as separated, the more that data is separated. But aren’t people and […].

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ISPs Use Holistic Big Data Strategy To Shed Customer Cynicism

Smart Data Collective

ISPs are using data analytics in a variety of ways. Many consumers may be concerned about this, because they are known to exploit customer data. However, they use data in a number of benevolent ways, which many people will be okay with. Pew Research has shown most customers are okay with companies collecting their data if it is used for holistic purposes.

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Get Started With Business Performance Dashboards – Examples & Templates

datapine

To succeed in today’s competitive business world, the ability to make the right decisions at the right time based on water-tight insights is essential. If you don’t have the vision or don’t know what to do with it, you’ll find yourself shooting in the dark – and that is detrimental to the growth and evolution of any business, regardless of size or sector.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Metadata Management, Data Governance and Automation

erwin

Can the 80/20 Rule Be Reversed? erwin released its State of Data Governance Report in February 2018, just a few months before the General Data Protection Regulation (GDPR) took effect. This research showed that the majority of responding organizations weren’t actually prepared for GDPR, nor did they have the understanding, executive support and budget for data governance – although they recognized the importance of it.

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An Eight-Step Checklist for An Analytics Project

KDnuggets

Follow these eight headings of an audit sheet that business analysts should address before submitting the results of their analytics project. One recommended approach is to rewrite each step as a question, answer it, and then attach it to your project.

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Tectonic Shifts in Data and Analytics

TDAN

As more companies invest in data and apply analytical insights, they start to demand better products and services from their vendors. Why should a business use one data service when another startup has launched a competing product with better features? Additionally, as business leaders learn more about what their data can do, they challenge teams […].

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6 Exciting Open Source Data Science Projects you Should Start Working on Today

Analytics Vidhya

Overview Here are six open-source data science projects to enhance your skillset These projects cover a diverse set of domains, from computer vision to. The post 6 Exciting Open Source Data Science Projects you Should Start Working on Today appeared first on Analytics Vidhya.

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The World Needs Bold Customer Experience Leaders

Corinium

Customer experiences are stagnating in the US.

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How to Create a Vocabulary for NLP Tasks in Python

KDnuggets

This post will walkthrough a Python implementation of a vocabulary class for storing processed text data and related metadata in a manner useful for subsequently performing NLP tasks.

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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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Data Science News from Microsoft Ignite 2019

Data Science 101

Microsoft just held one of its largest conferences of the year, and a few major announcements were made which pertain to the cloud data science world. Here they are in my order of importance (based upon my opinion). Azure Synapse. I think this announcement will have a very large and immediate impact. Azure Synapse Analytics can be seen as a merge of Azure SQL Data Warehouse and Azure Data Lake.

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4 Proven Tricks to Improve your Deep Learning Model’s Performance

Analytics Vidhya

Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk. The post 4 Proven Tricks to Improve your Deep Learning Model’s Performance appeared first on Analytics Vidhya.

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The Challenges of Cloud Security

Corinium

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10 Free Must-read Books on AI

KDnuggets

Artificial Intelligence continues to fill the media headlines while scientists and engineers rapidly expand its capabilities and applications. With such explosive growth in the field, there is a great deal to learn. Dive into these 10 free books that are must-reads to support your AI study and work.

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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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What is RPA, and why is Microsoft Power Automate relevant? Human-centred AI makes the most of our human talents.

Jen Stirrup

If you’re reading this blog, you are probably wondering what Robotic Process Automation (RPA) is, and what it can do for businesses. Enterprises can automate mundane and tedious rules-based business processes in order to streamline operations and cut costs. Basically, it is a tool to help productivity. If you are filling out a form, for example, it could do all of the checks for you, such as going off to check someone’s driving licence or company registration number.

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Learn How to Perform Feature Extraction from Graphs using DeepWalk

Analytics Vidhya

Overview Extracting features from tabular or image data is a well-known concept – but what about graph data? Learn how to extract features from. The post Learn How to Perform Feature Extraction from Graphs using DeepWalk appeared first on Analytics Vidhya.

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The Only Recipe For A Data Story You'll Ever Need

Juice Analytics

That’s our lead designer, James (out on the town in Nashville with one of our talented developers, Jingwei). James knows data stories. He appreciates that a data story needs to have beautiful, intuitive visualizations and people-first descriptions. But before James worries about all that, he starts by finding the structure of a story. The structure is the narrative flow that will grab a reader’s attention and carry them through the analytics to find valuable, actionable insights.

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Facebook Has Been Quietly Open Sourcing Some Amazing Deep Learning Capabilities for PyTorch

KDnuggets

The new release of PyTorch includes some impressive open source projects for deep learning researchers and developers.

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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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A Perfect Match: Blockchain and Gaming

BizAcuity

The gaming industry never stopped growing. Though initially, there were only a few who anticipated the potential it held, the inception of broadband internet changed things completely. From casino games to arcade games, the industry evolved into online gaming or digital gaming – a virtual jackpot that never seems to run out. Today, online gaming accounts for a major chunk of the industry, which was estimated to have generated $116bn in 2017 alone.

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Master Data Engineering with these 6 Sessions at DataHack Summit 2019

Analytics Vidhya

Data engineers are a rare breed. Without them, a machine learning project would crumble before it starts. Their knowledge and understanding of software and. The post Master Data Engineering with these 6 Sessions at DataHack Summit 2019 appeared first on Analytics Vidhya.

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What Type Of Data Storage Do Smart Cities Need?

Smart Data Collective

Smart cities are gaining popularity across the world thanks to the convenience and efficiency they bring to citizens, visitors, and government leadership. Smart city technology can use data to revolutionize what it means to live and work in a city. First, however, we need the right kind of storage solutions to make all these proposed features functional.

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Customer Segmentation Using K Means Clustering

KDnuggets

Customer Segmentation can be a powerful means to identify unsatisfied customer needs. This technique can be used by companies to outperform the competition by developing uniquely appealing products and services.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Data Science Fails: Watch Out for Typos

DataRobot

Back when I was doing my undergraduate degree, I remember being asked to proofread a friend’s economics essay. I didn’t make it past the first paragraph before spotting the surprising phrase “John Maynard Keynes' work was impotent.” While there was a possibility that my friend wanted to criticize Keynes’ work, the remainder of the essay was pro-Keynes.

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A New Hope: The Rise of the Knowledge Graph

Ontotext

It is a period of civil war. Rebel GraphQL developers strike from a hidden base and have won their first victory against the evil SPARQL empire. During the battle, however, it is discovered that Ontotext has secret plans to allow both GraphQL and SPARQL to co-exist, and flourish together, building the ultimate weapon, the ONTOTEXT PLATFORM ! An armored Knowledge Graph platform with enough power to enrich an entire planet.

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Two Large Barriers to Widescale AI Adoption in Chemical Manufacturing

Dataiku

A report by Accenture postulated $550 billion could be unlocked for the chemical industry in the next decade by digitalization. Though chemical companies are eager to embrace opportunities that will enhance efficiency and boost revenue and profitability, few have fully harnessed the available tools.

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Designing Your Neural Networks

KDnuggets

Check out this step-by-step walk through of some of the more confusing aspects of neural nets to guide you to making smart decisions about your neural network architecture.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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The Vital Elements of a Big Data Branding Strategy

Smart Data Collective

Big data is playing a very important role in the future of branding. Last year, Samantha Bhargav wrote a great article on ways big data can help with branding strategies. There are a number of benefits, as Bhargav points out. One of the biggest is customer-centric marketing. Ways that Big Data Promotes Stronger Branding Practices. Whether you are a brand that has just started off or a brand that has become a dominant force over the years, the same core principles are going to determine whether y

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Retail and AI: How Artificial Intelligence Is Changing the Industry

DataRobot

With time-poor consumers, grocery shopping is a hectic but necessary chore. Retailers provide a huge array of choices for every type of product from cereal to dish soaps. With so many options available, grocery shopping can be an overwhelming experience. How can any type of retailer ensure that their customers get the products they need while also having a positive and enjoyable experience?

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How Do I Know If My Model Is Good?

Dataiku

One of the most common lines of questioning from data scientists today goes something like this: “How do I know if my model is good? Should I just take R2 score? Should I take AUC? What does it mean for a given model to know if it’s good or not?”.

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Set Operations Applied to Pandas DataFrames

KDnuggets

In this tutorial, we show how to apply mathematical set operations (union, intersection, and difference) to Pandas DataFrames with the goal of easing the task of comparing the rows of two datasets.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.