Tue.Mar 16, 2021

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A Dashboard Alerts Checklist

Juice Analytics

The four C’s for alerts Context Cogency Communication Control The tendency with reporting, and information dashboard design in particular, is to cram as much information on the page as possible. It is a problem that Avinash Kaushik describes with typical candor : “This one of the core reasons why most dashboards are ’crappy’, i.e. they are data pukes that provide little in terms of context and even less in terms of actionable value.

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Machine Learning with Python- Gaussian Naive Bayes

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction This article assumes that you possess a basic knowledge. The post Machine Learning with Python- Gaussian Naive Bayes appeared first on Analytics Vidhya.

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Understanding Consumer Behavior With Insights From Unilever and Capgemini

Dataiku

We are in the midst of a digital marketing revolution. Consumers are constantly changing: their journeys are more fragmented, their desires are shifting, and their preferences are drifting towards online purchases. Consumers are thus leaving massive digital footprints and organizations need to learn how to take advantage of these footprints to best serve customers in return.

Marketing 105
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License Plate Character Recognition using kNN and CNN

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction This article focuses on the high paced growing field. The post License Plate Character Recognition using kNN and CNN appeared first on Analytics Vidhya.

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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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ISG’s Journey With Dataiku: Accelerating Analytic Literacy

Dataiku

The Institut Supérieur de Gestion (ISG) is an incredibly dynamic business school based in Paris, with additional locations throughout France. The institution is part of IONIS Education Group , the leading private higher education group in France and home to more than 22,000 alumni. This story highlights ISG’s nano-certificate strategy, including how the institution worked with Dataiku to develop it and how other higher education institutes might start similar programs to develop students’ data s

Analytics 105
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Introduction to Long Short Term Memory (LSTM)

Analytics Vidhya

ArticleVideo Book Objective LSTM is a special kind of recurrent neural network capable of handling long-term dependencies. Understand the architecture and working of an. The post Introduction to Long Short Term Memory (LSTM) appeared first on Analytics Vidhya.

Analytics 354

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A Friendly Introduction to KNIME Analytics Platform

Analytics Vidhya

ArticleVideo Book Introduction In recent years, data science has become omnipresent in our daily lives, causing many data analysis tools to sprout and evolve. The post A Friendly Introduction to KNIME Analytics Platform appeared first on Analytics Vidhya.

Analytics 313
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Data is Risky Business: The Next Normal

TDAN

Taking Stock A year ago, organisations of all sizes around the world were catapulted into a cycle of digital and data transformation that saw many industries achieve in a matter of weeks in what would otherwise have taken many years to achieve. Small businesses pivoted to doing business online in a way that they might […].

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How Images are stored in the computer?

Analytics Vidhya

ArticleVideo Book Introduction Deep learning techniques are popularly used for unstructured data such as text data or image data. And before working on any. The post How Images are stored in the computer? appeared first on Analytics Vidhya.

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What is a Data Catalog? Value, Benefits and Features

TDAN

No matter where data comes from, becoming data-driven depends on every member of your organization being able to find, access, and use the data they need. This kind of system of organization paves the way for data teams to respond to your business objectives with accuracy and speed – without it, your analysis will always […].

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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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Why So Many Data Science Projects Fail to Deliver

Decision Management Solutions

by James Taylor, CEO, Decision Management Solutions. If you are working in data science, you may be frustrated with the progress and ROI of your data science and artificial intelligence projects. The struggle is real, and you’re certainly not alone. Recent research conducted by the Alliance Manchester Business School at the University of Manchester and Ivey Business School at Western University identified five common mistakes that prevent companies like yours from getting the highest level of v

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How Artificial Intelligence is Expected to Change the Development Process

TDAN

“Robots are not going to replace humans; they are going to make their jobs much more humane. Difficult, demeaning, demanding, dangerous, dull – these are the jobs robots will be taking.” – Sabine Hauert If you still think of Artificial Intelligence (AI) as this highly complex invention that is far from being widespread in almost […].

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Women in the workplace: What’s possible now?

Cloudera

In celebration of International Women’s Day, on Wednesday, March 10 women from across Cloudera in America and EMEA came together with an external audience to debate and discuss the state of women. Our transatlantic panel featuring Bianka Racz, Software Engineer; Christine Sherry, Director Critical Incident Response; Dominique Hollins, Director of Culture and Inclusion and Tahmeena Tariq Senior Corporate Counsel, came together to discuss how COVID has changed our expectations of employers, the wo

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Streaming Data Into Teradata Vantage Using AWS Glue Streaming ETL

Teradata

This guide describes the procedure to stream data into Teradata Vantage on AWS with AWS Glue Streaming ETL jobs and Amazon Kinesis, and to visualize the data with Amazon QuickSight.

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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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Governing Agile Teams – Part 2 of 2

TDAN

Agile teams are being governed, and often not governed well. That is because agile teams work in a much different manner than teams working in a traditional manner. All teams, regardless of their approach, deserve to be governed well. The implication is that agile teams must be governed in an agile manner. In Part 1 […].

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PACS on Nutanix: Our Journey Continues!

Nutanix

GE Centricity PACS and Centricity Clinical Archive Updates

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Data’s Gender Gap: Gender and Infrastructure

TDAN

Perhaps the most commonly shared and immediately visible example of gender inequity in public spaces is restroom lines. It seems to be a universal experience for those who use the women’s restroom to queue up outside in order to enter, while there is hardly ever a line for the men’s restroom. This phenomenon has surely […].

IT 52
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Trending Toward Concept Building – A Review of Model Interpretability for Deep Neural Networks

Domino Data Lab

We are at an interesting time in our industry when it comes to validating models – a crossroads of sorts when you think about it. There is an opportunity for practitioners and leaders to make a real difference by championing proper model validation. That work has to include interpretability and explainability techniques. Explaining how deep neural networks work is hard to do.

Modeling 122
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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06 Ways AI Benefits Business Organizations

bridgei2i

06 Ways AI Benefits Business Organizations. AI makes it possible for machines to adapt to new inputs, learn from experience, and perform human-like tasks. Enterprise AI Company works by combining huge amounts of data with fast, iterative processing and intelligent algorithms, enabling the software to learn automatically by recognizing datapatterns.

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Sound Decisions in Dynamic Times – Forecasts and Simulations Support Modern Corporate Management

BI-Survey

Markets and competition today are highly dynamic and complex, and the future is characterized by uncertainty – not least because of COVID-19. This uncertainty is currently at the forefront of everyone‘s minds. Satisfying customer needs and securing solvency in volatile markets both require quick decisions and decisive action. . Corporate planning and forecasting needs to be carried out efficiently, in shorter cycles and must be updated quickly for well-founded decision-making.

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The Intelligence Revolution Needs More AI Heroes

DataRobot

The technology and science behind AI are incredible, but so are the people involved in it. In 2020, we started the AI Heroes program to recognize individuals who are using AI to drive business, process, and technology innovation in their organizations. Every industry— healthcare , retail , education, finance , insurance , manufacturing , nonprofit—needs heroes to help drive change, collaborate, and champion the use of AI.

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Sound Decisions in Dynamic Times – Forecasts and Simulations Support Modern Corporate Management

BI-Survey

Markets and competition today are highly dynamic and complex, and the future is characterized by uncertainty – not least because of COVID-19. This uncertainty is currently at the forefront of everyone‘s minds. Satisfying customer needs and securing solvency in volatile markets both require quick decisions and decisive action. . Corporate planning and forecasting needs to be carried out efficiently, in shorter cycles and must be updated quickly for well-founded decision-making.

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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.