Sat.Mar 07, 2020 - Fri.Mar 13, 2020

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Measuring Maturity

Peter James Thomas

The author, engaged in measuring maturity – © Jennifer Thomas Photography – view full photo. In the thirteen years that have passed since the beginning of 2007, I have helped ten organisations to develop commercially-focused Data Strategies [1]. I last wrote about the process of creating a Data Strategy back in 2014 and – with the many changes that the field has seen since then – am overdue publishing an update, so watch this space.

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5 Things Business Leaders Need to Know About Data Strategy

DataCamp

Find out how to build a healthy and sustainable data strategy that will move the needle for your company.

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Methods for Valuing Data

Andrew White

Diane Coyle‘a new paper, The Value of Data , is most interesting. The paper’s findings and recommendations seem somewhat consistent, and are focused on public policy implications for private markets, as is the recent EU Data Strategy white paper. After reading both and comparing the recommendations made to how markets operate and how information drives competitive behaviour, I found questions and challenges in both papers and shared a few of them in a recent blog.

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Getting into Deep Learning? Here are 5 Things you Should Absolutely Know

Analytics Vidhya

Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. Concepts like hidden layers, convolutional neural networks, backpropagation. The post Getting into Deep Learning? Here are 5 Things you Should Absolutely Know appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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The Power of Graph Databases, Linked Data, and Graph Algorithms

Rocket-Powered Data Science

In 2019, I was asked to write the Foreword for the book “ Graph Algorithms: Practical Examples in Apache Spark and Neo4j “ , by Mark Needham and Amy E. Hodler. I wrote an extensive piece on the power of graph databases, linked data, graph algorithms, and various significant graph analytics applications. In their wisdom, the editors of the book decided that I wrote “too much” So, they correctly shortened my contribution by about half in the final published version of my Fo

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Why CCOs Must be ‘Corkscrew Thinkers’

Corinium

With customer expectations rising higher than ever before, it’s never been tougher for organisations to deliver outstanding experiences. To succeed, CCOs need a healthy dose of what Churchill called “corkscrew thinking”. Winston Churchill knew the value of unconventional ideas. He called it “corkscrew thinking”, and it became the secret weapon that saw the Allies through the lowest points of World War Two.

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Build a Decision Tree in Minutes using Weka (No Coding Required!)

Analytics Vidhya

Learn how to build a decision tree model using Weka This tutorial is perfect for newcomers to machine learning and decision trees, and those. The post Build a Decision Tree in Minutes using Weka (No Coding Required!) appeared first on Analytics Vidhya.

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Shocking Amount of Data

Rocket-Powered Data Science

50 years after the publication of Alvin Toffler ’s landmark book “ Future Shock “, a new book “ After Shock ” is here. This 540-page compendium collects over 100 modern-day perspectives on After Shock from leading futurists, including deep assessments of Toffler’s formidably prescient predictions from half a century ago, along with a status check on the current exponential growth (“shock”) in all sectors of the world economy, from the unique vantage poin

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Creating the Underwriter of the Future with Data

Corinium

The rise of data and analytics in the insurance industry means the underwriting profession is changing fast. Not everyone is thrilled about the rise of AI in the insurance industry.

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The Most Useful Machine Learning Tools of 2020

KDnuggets

This articles outlines 5 sets of tools every lazy full-stack data scientist should use.

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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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spaCy Tutorial to Learn and Master Natural Language Processing (NLP)

Analytics Vidhya

Introduction spaCy is my go-to library for Natural Language Processing (NLP) tasks. I’d venture to say that’s the case for the majority of NLP. The post spaCy Tutorial to Learn and Master Natural Language Processing (NLP) appeared first on Analytics Vidhya.

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10 Quick Tips For Procedure Documentation

BA Learnings

Most software development and process improvement projects involve introducing new ways of working as part of implementation. Creating a procedure document that users can follow thus becomes a key activity for business analysts that needs to be completed so that system users can perform their duties using the new system or process on day one. So, what exactly is a procedure and how is this different from a process?

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Data Storytelling or Story-finding?

Juice Analytics

Data storytelling can feel like a misnomer. How can it be storytelling if the story evolves over time or mutates with the interactions of the user? Perhaps we need a new term like story-finding, story-framing , or choose-your-own-adventure. The things we call data stories fall on a spectrum of flexibility, from explanatory to exploratory: A static narrative with a message intended to be consistent across the audience.

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Covid-19, your community, and you — a data science perspective

KDnuggets

Let's talk about covid-19; the reality, the numbers, and the data science.

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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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Here’s How to Build a Pivot Table using Pandas in Python

Analytics Vidhya

Pivot tables – the Swiss Army Knife of data analysis I love how quickly I can analyze data using pivot tables. With one click. The post Here’s How to Build a Pivot Table using Pandas in Python appeared first on Analytics Vidhya.

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Elements of Data Science – A free Jupyter Notebook Textbook

Data Science 101

Elements of Data Science by Allen Downey is a freely available textbook. It consists of Jupyter Notebooks on Google Colab, so you can view and edit code if you want. This could be a great way to begin your data science and programming journey. The post Elements of Data Science – A free Jupyter Notebook Textbook appeared first on Data Science 101.

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Automation Gives DevOps More Horsepower

erwin

Almost 70 percent of CEOs say they expect their companies to change their business models in the next three years, and 62 percent report they have management initiatives or transformation programs underway to make their businesses more digital, according to Gartner. Wouldn’t it be advantageous for these organizations to accelerate these digital transformation efforts?

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20+ Machine Learning Datasets & Project Ideas

KDnuggets

Upgrading your machine learning, AI, and Data Science skills requires practice. To practice, you need to develop models with a large amount of data. Finding good datasets to work with can be challenging, so this article discusses more than 20 great datasets along with machine learning project ideas for you to tackle today.

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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 Beginner’s Guide to Random Forest Hyperparameter Tuning

Analytics Vidhya

Introduction to Random Forest What’s the first image that comes to your mind when you think about Random Forest? It conjures up images of. The post A Beginner’s Guide to Random Forest Hyperparameter Tuning appeared first on Analytics Vidhya.

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Emily Glassberg Sands – How Data Science Can Unlock Teaching & Learning at Scale

Data Science 101

Emily Glassberg Sands is the Head of Data Science at Coursera. This is a nice talk about how Coursera uses data science to improve the scale of teaching and learning. This talk was delivered at Women in Data Science 2020. The post Emily Glassberg Sands – How Data Science Can Unlock Teaching & Learning at Scale appeared first on Data Science 101.

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Handling uncertainty: panic vs. precautions…

Timo Elliott

It’s always hard to make the right decisions when the data is uncertain. And that’s currently more important than ever, faced with the rise of the SARS-CoV-2 novel coronavirus and COVID-19, the disease it causes. For example, there are currently many discussions about the “true” mortality rate of the Covid-19 coronavirus. Some people insist that the currently reported mortality rates are wildly overestimated because of the “missing denominator” problem—the abs

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50 Must-Read Free Books For Every Data Scientist in 2020

KDnuggets

In this article, we are listing down some excellent data science books which cover the wide variety of topics under Data Science.

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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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What are Lambda Functions? A Quick Guide to Lambda Functions in Python

Analytics Vidhya

Introduction For loops are the antithesis of efficient programming. They’re still necessary and are the first conditional loops taught to Python beginners but in. The post What are Lambda Functions? A Quick Guide to Lambda Functions in Python appeared first on Analytics Vidhya.

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The Insights Beat: Stay On Course With Smart Data And Analytics Choices

Srividya Sridharan

As companies navigate through murky waters amid global health and economic headwinds, as a data and analytics leader, it may feel like there are many things that are out of your hands today. As you weather these conditions, it is still important to chart a steady course and be laser-focused on the parts you can […].

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Cloud Data Science 10

Data Science 101

Lots of happenings this week. The Cloud Data Science world is keeping busy. Also, the coronavirus is affecting many upcoming conferences, so just be aware of that. News. Honeywell has announced the development of the most powerful quantum computer in the world They are partnering with Microsoft Azure so eventually it will be a part of Azure Quantum Google Cloud Speech to Text got many updates It now supports 7 new languages, has better punctuation, understand whom is speaking, and more Google Cl

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Resources for Women in AI, Data Science, and Machine Learning

KDnuggets

For the international women's day, we feature resources to help more women enter and succeed in AI, Big Data, Data Science, and Machine Learning fields.

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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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Top Highlights from TensorFlow Dev Summit 2020!

Analytics Vidhya

Introduction TensorFlow is a popular and leading open-source framework for developing machine learning and deep learning applications. Developed and pioneered by Google, TensorFlow is. The post Top Highlights from TensorFlow Dev Summit 2020! appeared first on Analytics Vidhya.

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Some Tips On Interactive Virtual Presentations

Timo Elliott

I’m an Innovation Evangelist for SAP. I typically spend this time of year on the road at conferences, but like many others I suddenly find myself spending more time in the virtual world! After some requests from others, please find below a write-up of how I do interactive presentations (in Zoom, Skype, etc.) in front of PowerPoint slides. First, a couple of examples (I got better at using the green screen tool after I did the second video — far less “halo” artifacts now).

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AI Simplified: What Makes a Good Machine Learning Use Case?

DataRobot

You’ve heard about how AI and machine learning are transforming businesses across industries and around the world, but you don’t know how they’ve done it or even where to start. Figuring out the right problems to solve with machine learning can be a daunting exercise. Where are the good opportunities to leverage AI within your organization? What problems are best solved with AI?

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New Poll: Coronavirus impact on AI/Data Science/Machine Learning community

KDnuggets

Has coronavirus impacted your conference or other travel plans, and do you anticipate it causing further professional or educational disruption in the near future? Take part in the new KDnuggets poll and have your say.

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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.