Thu.Dec 12, 2019

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What the Apple Card Controversy Means for Data Ethics

Corinium

“There’s no gender bias in our process for extending credit,” Goldman Sachs CEO David Solomon insisted in a recent TV interview. “We don’t ask, when someone applies, if they’re a man of a woman.”.

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Why you should care about debugging machine learning models

O'Reilly on Data

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Without being able to troubleshoot models when they underperform or misbehave, organizations simply won’t be able to adopt and deploy ML at scale.

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Introduce Children to Machine Learning

Data Science 101

It is Computer Science Education Week and in 2019 Machine Learning and Artificial Intelligence are two of the most popular and influential topics in technology. That is why I was so excited when Code.org launched a training specifically aimed at the topics. It is called AI for Oceans and it is geared for children (or really anyone, I had fun with it and so did my children).

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Plotnine: Python Alternative to ggplot2

KDnuggets

Python's plotting libraries such as matplotlib and seaborn does allow the user to create elegant graphics as well, but lack of a standardized syntax for implementing the grammar of graphics compared to the simple, readable and layering approach of ggplot2 in R makes it more difficult to implement in Python.

IT 122
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Cheers to Year-End from insightsoftware

Jet Global

It’s that time of year again. Yes, year-end reporting and setting everything up for next year. But we mean the holidays, and what better way to get in the “spirit” of all things data than by toasting with our exclusive Holiday Cocktail Generator! We’ve put our Excel skills to very good use to help you drill down into the perfect holiday beverage by filtering for the type of drink you like, what you want it in, even the kind of glass you have on hand.

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How Metadata Makes Data Meaningful

erwin

Metadata is an important part of data governance, and as a result, most nascent data governance programs are rife with project plans for assessing and documenting metadata. But in many scenarios, it seems that the underlying driver of metadata collection projects is that it’s just something you do for data governance. So most early-stage data governance managers kick off a series of projects to profile data, make inferences about data element structure and format, and store the presumptive metad

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Top 10 Power BI Blogs of 2020

Jet Global

Since its initial release in 2016, Power BI has quickly become the talk of the town in business intelligence and analytics circles, and rightly so! Its data visualizations provide easily digestible insights into your business via robust, interactive dashboards. We’re lovers of all things data, and blogs about Power BI are no exception. We are proud to announce our first list of Top 10 PBI Blogs for 2020 to help you harness the raw power of Power BI as well as your other BI needs.

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A Quick History of Neural Nets: From Inglorious to Incredible

Insight

Following neural net research from the 1940s to present day. Continue reading on Insight Fellows Program ».

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Deploying a pretrained GPT-2 model on AWS

KDnuggets

This post attempts to summarize my recent detour into NLP, describing how I exposed a Huggingface pre-trained Language Model (LM) on an AWS-based web application.

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How Big Data Opens The Door For Awesome Broadband Deals

Smart Data Collective

Big data is making the life of a consumer easier. Consumers can find new opportunities to save money by using advanced research tools, which rely heavily on big data. It isn’t always clear which deals are best. Fortunately, there are a number of big data tools that make it easier to analyze them. One of the ways customers are benefiting from big data is by finding the best broadband deals.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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AccountancyAge: Say goodbye to BI and hello to proper financial reporting

Jet Global

Richard Sampson, SVP EMEA, insightsoftware discusses the huge disruption that BI implementations can often cause a finance team. Richard Sampson, SVP EMEA, insightsoftware. Business Intelligence (BI) implementations are ubiquitous in today’s modern organisations. They help many departments tell the right story clearly through visualisation, making it easily understandable.

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How Metadata Makes Data Meaningful

erwin

Metadata is an important part of data governance, and as a result, most nascent data governance programs are rife with project plans for assessing and documenting metadata. But in many scenarios, it seems that the underlying driver of metadata collection projects is that it’s just something you do for data governance. So most early-stage data governance managers kick off a series of projects to profile data, make inferences about data element structure and format, and store the presumptive metad

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The Eleven Days of Festivus 2019

Tim Mitchell

The weather is turning cooler, there is holiday music everywhere, and the relatives are all excited to get together and talk about politics. That can only mean one thing: it’s almost time for Festivus! For the last three years, I have spent the 11 days leading up to Festivus writing a blog post each day, and I’m delighted to continue. The post The Eleven Days of Festivus 2019 appeared first on Tim Mitchell.

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KDD 2020 Call for Research, Applied Data Science Papers

KDnuggets

ACM SIGKDD Invites Industry and Academic Experts to Submit Advancements in Data Mining, Knowledge Discovery and Machine Learning for 26 th Annual Conference in San Diego.

KDD 52
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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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SSMS Tip: Beep When Query Completes

Tim Mitchell

I’m old enough to remember when multitasking was considered a good thing. From the same mouths that brought you “work smarter, not harder” came the advice to always be working on multiple things at once to improve efficiency. However, we’ve since learned that deep focus is more serial than parallel, and that trying to focus on multiple things at once.

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Python Dictionary and Dictionary Methods

KDnuggets

Check out this introduction to creating, accessing, and updating dictionaries in Python.

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Streamlining Data Virtualization with AI and ML

Data Virtualization

These days, artificial intelligence (AI) and machine learning (ML) seem to be everywhere around us, answering questions, designing components, and even driving cars. Can they also help with data virtualization? For sure. But first, let’s make sure that when we.

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Is IT Supporting or Slowing Today’s Mobile Workforce?

Nutanix

If we were to compare the workforce of the past up against today’s, what would we see? Better diversity, improved accessibility and inclusivity, and a more accommodating company culture, for starters.

IT 26
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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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What's Hot: 2020 AI Trends

Dataiku

Want to learn about what's hot (and what's not) in AI for 2020? Look no further than Season 2, Episode 3 of The Banana Data Podcast, where hosts Triveni Gandhi and Will Nowak unpack topics like AutoML, explainable AI, cloud computing, federated learning, and more.

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Is IT Supporting or Slowing Today’s Mobile Workforce?

Nutanix

If we were to compare the workforce of the past up against today’s, what would we see? Better diversity, improved accessibility and inclusivity, and a more accommodating company culture, for starters.

IT 20
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DataRobot Acquires Self-Service Data Preparation Solution, Paxata

DataRobot

Back in 2012, Harvard Business Review called data scientists “the sexiest job of the 21st century.” That may or may not be true, but I do believe that one of the hardest jobs in the latter half of this decade is that of the executive responsible for developing and implementing AI strategy in the enterprise. It’s a difficult job for a number of reasons.

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Is IT Supporting or Slowing Today’s Mobile Workforce?

Nutanix

If we were to compare the workforce of the past up against today’s, what would we see? Better diversity, improved accessibility and inclusivity, and a more accommodating company culture, for starters.

IT 20
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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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How to Include BI in Your 2020 Budget

Sisense

Blog. This is a summary article. Read the complete company’s BI budget guide here. Building a data-driven business includes choosing the right software and implementing best practices around its use. Our Business Perspectives help you make smarter decisions no matter where you are in your analytics journey. New year, same questions. Every year when budget time rolls around, many organizations find themselves asking the same question: “what are we going to do about our data?

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Integrated Planning: Now’s the time

Jedox

The integrated planning approach describes a cross-functional process. It ensures that the subplans of all business areas of a company are brought together and coordinated. The results are a higher transparency within the company, higher relevance and quality of the planning results as well as increased efficiency across the organization. The classic planning approach is functionally controlled and linear.

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Top 10 Excel Blogs of 2020

Jet Global

Since its launch in 1985, Microsoft Excel has not only become the leading name in spreadsheet software but arguably also a second home (and language) to accountants and CFOs alike. At insightsoftware, we have a lot of love for Excel (like a lot), and we’re pretty sure you do too. That’s why we are proud to present this handy annual list of the Top 10 Excel Blogs of 2020.