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Outbreak Analytics: Data Science Strategies for a Novel Problem

You walk down one aisle of the grocery store to get your favorite cereal. On the dairy aisle, someone sick from COVID-19 coughs. Did your decision to grab your cereal before your milk possibly keep you healthy? How can these unpredictable, near-random choices be included in complex models?




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Top Stories, Apr 27 – May 3: Five Cool Python Libraries for Data Science; Natural Language Processing Recipes: Best Practices and Examples

Also: Coronavirus COVID-19 Genome Analysis using Biopython; LSTM for time series prediction; A Concise Course in Statistical Inference: The Free eBook; Exploring the Impact of Geographic Information Systems




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Microsoft Research Unveils Three Efforts to Advance Deep Generative Models

Optimus, FQ-GAN and Prevalent bring new ideas to apply generative models at large scale.




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Top 10 Data Visualization Tools for Every Data Scientist

At present, the data scientist is one of the most sought after professions. That’s one of the main reasons why we decided to cover the latest data visualization tools that every data scientist can use to make their work more effective.




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Beginners Learning Path for Machine Learning

So, you are interested in machine learning? Here is your complete learning path to start your career in the field.




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Statistical Thinking for Industrial Problem Solving – a free online statistics course

This online course is available – for free – to anyone interested in building practical skills in using data to solve problems better.




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KDnuggets™ News 20:n18, May 6: Five Cool Python Libraries for Data Science; NLP Recipes: Best Practices

5 cool Python libraries for Data Science; NLP Recipes: Best Practices and Examples; Deep Learning: The Free eBook; Demystifying the AI Infrastructure Stack; and more.





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Forecasting Stories 3: Each Time-series Component Sings a Different Song

With time-series decomposition, we were able to infer that the consumers were waiting for the highest sale of the year rather than buying up-front.




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Data Scientists, Corporate Fortune Tellers

I realized that from a corporate perspective, “fortune teller” was not entirely off from the role of a “data scientist”.




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Top April Stories: Mathematics for Machine Learning: The Free eBook

Also: Introducing MIDAS: A New Baseline for Anomaly Detection in Graphs; The Super Duper NLP Repo: 100 Ready-to-Run Colab Notebooks; Five Cool Python Libraries for Data Science.




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Sri Lankan PM seeks US assistance for apparel sector




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Uzbekistan moves to lower cotton cost for manufacturers




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Next 2 quarters challenging for Indian cotton yarn sector




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Dhaka slashes GDP to 11-year low of 5.2% for 2019-20




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Facebook expands test for in-stream ads on Live

Advertisers concerned with brand safety can choose to exclude ads from appearing in Live content.

Please visit Marketing Land for the full article.




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How to build a martech stack for this era — and whatever comes next

Acoustic’s head of product marketing said his company made major pivots at the start of last month. This is how he built a martech stack that allowed for such massive shifts.

Please visit Marketing Land for the full article.




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Shopify launches post-COVID POS, Yelp rolls out omnichannel tools for SMBs

The companies are part of a shift toward deeper integration between online and offline operations.

Please visit Marketing Land for the full article.




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Attend SMX June 23-24… for free!

Join us online for SMX Next, a free virtual event designed to equip you with actionable SEO and SEM tactics that can drive more traffic, leads, and sales.

Please visit Marketing Land for the full article.




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Not just martech: Vendors go all-in on professional services to speed digital transformation

For many sophisticated marketing technology platforms, it is nearly impossible to be a technology-only company.

Please visit Marketing Land for the full article.




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Currumbin Rockpools closed for swimming

       The City is aware of a potential recreational water quality concern at the Currumbin Rock Pools. The swimming area is now closed to the public and signage has been erected on site.

        Daily water sampling will be carried out and the area will not be reopened until values return to acceptable levels. 

        The City’s Catchment Management Unit monitors the health of our recreational waters and provides management plans to support healthy waterways.​

        Community safety is our first priority and we apologise for any inconvenience, and thank you for your patience and assistance.

Region:

Date: 
Wednesday, April 15, 2020 - 19:00 to Tuesday, April 28, 2020 - 19:00
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New conditions for Waste & Recycling Centres due to Covid19

New restrictions will be enforced at all City of Gold Coast Waste and Recycling Centres (WRCs) from this Saturday (11 April).

Mayor Tom Tate said the measures had been imposed as a result of major issues caused by the Covid19 crisis, in particular excessive customers and aggression towards WRC staff.

“Despite repeated requests by the Mayor, Premier and Prime Minister imploring residents to stay at home and only go out for essential services, our WRCs have been overwhelmed with customers.

“This is placing the health and safety of City staff and customers at elevated risk of Covid19,” he said.

“We will be introducing a number of measures in an effort to keep our staff and residents safe - and if these measures are not adhered to, we may have no choice but to close some of the centres.”

The following measures will come into effect from opening time on Saturday 11 April.

  1. Visitors to the Molendinar and Reedy Creek WRCs will be limited to commercial and small business customers between the hours of 7am - 9am daily. This is to minimise the impact of increased residential use on small businesses.  Any customer who enters the facilities during these times will pay associated fees and State Government Waste Disposal Levy charges.

       2.To minimise delays, residential green waste will only be accepted at WRCs with “green waste drop and go” which includes Coomera, Molendinar, Merrimac and Reedy Creek.

  1. To minimise congestion, vehicles will be limited to “odd and even” dates matching the first number of their vehicle registration number

          On Saturday 11 April (an odd number), vehicles with an odd first number on their registration will be permitted entry.  On Sunday 12 April (an even number), vehicles with an even first number on their registration will be permitted entry.            All vehicles with personalised plates will be treated as odd numbers.

  1. No e-waste is being accepted at any WRCs at this time.

Residential customers are strongly advised to restrict their visits to WRCs for essential waste services only. This includes:

  • Disposing of hazardous waste that may be no longer safe to store at home including: car tyres, car batteries, paint, pool chemicals, bleach, gas bottles and herbicides.
  • Disposal of waste that could create a health concern e.g. putrescible household waste.

        Eligible residents are encouraged to make use of the City’s free on demand bulky kerbside collection service and/or consider taking up our green waste bin service to avoid delays at a WRC.

        For more information visit www.cityofgoldcoast.com.au/waste

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U.S. FDA grants emergency use authorization to Quidel for first antigen test for COVID-19

(Reuters) - The U.S. Food and Drug Administration (FDA) on Saturday approved emergency use authorization (EUA) to Quidel Corp for the first COVID-19 antigen test. The emergency use authorization was issued late Friday to Quidel for the Sofia 2 SARS Antigen FIA, the agency said.

The post U.S. FDA grants emergency use authorization to Quidel for first antigen test for COVID-19 appeared first on Firstpost.




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India’s COVID-19 tally reaches 59,662, deaths near 2,000; fresh cases among repatriated Indians, paramilitary forces emerges as a major concern

The nationwide tally of confirmed COVID-19 cases reached 59,662 on Saturday and the death toll rose to 1,981 with the country registering an increase of 95 deaths and 3,320 cases in 24 hours till Saturday morning, the Union Health Ministry said

The post India’s COVID-19 tally reaches 59,662, deaths near 2,000; fresh cases among repatriated Indians, paramilitary forces emerges as a major concern appeared first on Firstpost.




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Resolutions for Business Executives

Rosabeth Moss Kanter, Bill Taylor, Herminia Ibarra, Paul Hemp, Tammy Erickson, and Tom Davenport, suggest New Year's resolutions for business executives.




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Ten Rules for Strategic Innovators

Chris Trimble, Tuck School of Business faculty and coauthor of "Ten Rules for Strategic Innovators: From Idea to Execution."




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Breakthrough Ideas for 2007

Paul Hemp, HBR senior editor, discusses the magazine's annual survey of ideas and trends that will make an impact on business.




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Five Minds for the Future

Howard Gardner, Harvard Graduate School of Education professor and author of "Five Minds for the Future."




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Preparing for a Pandemic

Dr. Leonard Marcus and Dr. Barry Dorn of the National Preparedness Leadership Initiative.




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Viral Marketing for the Real World

Duncan Watts, professor of sociology at Columbia University.




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Six Rules for Effective Forecasting

Paul Saffo, technology forecaster and author of the HBR article "Six Rules for Effective Forecasting."




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Rapid Transformation

Behnam Tabrizi, consulting professor at Stanford University and author of "Rapid Transformation: A 90-day Plan for Fast and Effective Change."




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Grooming Top Performers

Boris Groysberg, Harvard Business School professor.




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Negotiation Strategies for a Downturn

Mark Gordon, founding partner of Vantage Partners and coauthor of "The Point of the Deal: How to Negotiate When Yes Is Not Enough."




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What Can Coaches Do for You?

Diane Coutu, HBR senior editor and coauthor of the article "What Can Coaches Do for You?"




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Get in the Right Mindset for 2009

Annie McKee, founder of the Teleos Leadership Institute and coauthor of "Becoming a Resonant Leader."




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How to Be Strategic with Your Workforce

Dick Beatty, professor of human resource management at Rutgers University and coauthor of "The Differentiated Workforce."




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Get More from IT – For Less

Ann Livermore, executive vice president of Hewlett-Packard's Technology Solutions Group.




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When High Performers Struggle

Bob Seelert, chairman of Saatchi & Saatchi and author of "Start with the Answer: And Other Wisdom for Aspiring Leaders."




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Use the Right Incentives for Gen Y, Gen X, and Boomers

Sylvia Ann Hewlett, founding president of the Center for Work-Life Policy and coauthor of the HBR article "How Gen Y and Boomers Will Reshape Your Agenda."




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Managing Information Overload

Paul Hemp, HBR contributing editor and author of the HBR article "Death by Information Overload."




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Boost Resilience, Decrease Stress, and Improve Your Performance

Stewart Friedman, Wharton School professor and author of "Total Leadership: Be a Better Leader, Have a Richer Life."




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Is Your Business Ready for H1N1?

Dr. Robert Blendon, professor at the Harvard School of Public Health and the John F. Kennedy School of Government.




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When Women Ask for Raises

Whitney Johnson, founding partner of Rose Park Advisors.




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How Individual Performance Scales Up

Michael Schrage, research fellow at MIT Sloan School's Center for Digital Business and author of "Serious Play."




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Defeat Criticism Before It Goes Viral

Leslie Gaines-Ross, chief reputation strategist at Weber Shandwick and author of the HBR article "Reputation Warfare."




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Why a Happy Brain Performs Better

Shawn Achor, CEO of Aspirant and author of "The Happiness Advantage."




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Key Questions for Leaders

Robert Kaplan, Harvard Business School professor and author of "What to Ask the Person in the Mirror."




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Francis Ford Coppola on Family, Fulfillment, and Breaking the Rules

Francis Ford Coppola, acclaimed film director.




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Economics for Humans

Umair Haque, director of the Havas Media Labs and author of "Betterness: Economics for Humans."