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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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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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GC, Zen make composite ink to kill Covid-19




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Have we hit bottom yet? What new earnings reports say about COVID’s impact on digital advertising

The hit in mid-March was sudden and dramatic, but there appear to be signs, including from media buyers, that the worst is over.

Please visit Marketing Land for the full article.




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People choosing trusted brands, but marketers are pulling brand campaigns

Marketers seem to be favoring performance marketing even as brand may be gaining in consumer importance.

Please visit Marketing Land for the full article.




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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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Dot & Key Water Drench Hydrating Hyaluronic Acid Serum Concentrate

As usual, my dilemma for finding the perfect moisturizer has not yet solved. So, after using the hyaluronic acid serum (Marine Hyaluronics) from The Ordinary, this is my second hyaluronic acid serum and I was and was completely unsure of what to expect. The best part is I am writing the review almost a month […]

The post Dot & Key Water Drench Hydrating Hyaluronic Acid Serum Concentrate appeared first on Perfect Skin Care for you.




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Dot & Key Hydration Range

The eye cream concentrate is very creamy and perfect for the eye area, especially if you have dry skin. The product will last you quite long since you need only a drop for each eye. It smells really nice without being over-powering and it hydrates the under-eye area pretty well. I also observed that it was not too rich for my under eye area and I did not suffer from any milia seeds or breakouts.

The post Dot & Key Hydration Range appeared first on Perfect Skin Care for you.




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Competing on Analytics

Tom Davenport and Jeanne Harris, authors of "Competing on Analytics: The New Science of Winning."




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Are You Making Things Too Complex?

Ron Ashkenas, managing partner of Robert H. Schaffer & Associates and author of the HBR article "Simplicity-Minded Management."




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Why Zappos Pays New Employees to Quit

Bill Taylor, cofounder of Fast Company magazine.




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Greener B-Schools, Greener Employees

Andrew Winston, founder of Winston Eco-Strategies and coauthor of "Green to Gold."




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Retaining Employees When Money Is Tight

Christina Bielaszka-DuVernay, editor of Harvard Management Update.




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Innovation at Procter & Gamble

A.G. Lafley, chairman and CEO of Procter & Gamble.




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The Importance of Urgency

John Kotter, Harvard Business School professor and author of "A Sense of Urgency."




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Competing in the New Global Landscape

Hal Sirkin, senior partner and managing director at The Boston Consulting Group and coauthor of "Globality."




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Restoring American Competitiveness

Gary Pisano, Harvard Business School professor and coauthor of the HBR article "Restoring American Competitiveness."




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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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The New Era of Empowered Employees

Josh Bernoff, senior vice president of idea development at Forrester Research and coauthor of "Empowered."




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Oliver Sacks on Empathy as a Path to Insight

Dr. Oliver Sacks, neurologist and author of "The Mind's Eye."




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When Competitors Give Away the Store

David Bryce, professor of strategy at Brigham Young University's Marriott School of Management and coauthor of the HBR article "Competing Against Free."




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Coca-Cola’s CEO on Doubling the Size of His Company

Muhtar Kent, CEO of Coca-Cola.




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Keeping Employees Engaged in Tough Times

Douglas Conant, former CEO of Campbell's Soup Company.




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Let Your Employees Bet on the Company

Don Thompson, economist and author of "Oracles: How Prediction Markets Turn Employees into Visionaries."




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How Campaign Finance Reform Could Help Business

Russ Feingold, former US senator from Wisconsin and founder of Progressives United.




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Campaign for Your Career

Dorie Clark, strategy consultant and author of the HBR article "A Campaign Strategy for Your Career."




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Why You Should Cannibalize Your Company

James Allworth, regular contributor to HBR and coauthor of the Nieman Reports article "Breaking News: Mastering the Art of Disruptive Innovation in Journalism."




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Improve Your Business Writing

Bryan Garner, editor in chief of Black's Law Dictionary and author of the "HBR Guide to Better Business Writing."




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Building a Company Everyone Loves

Rob Goffee and Gareth Jones, authors of the HBR article "Creating the Best Workplace on Earth."




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Why Some Companies Last and Others Don’t

Michael Raynor, director at Deloitte Services LP and coauthor of the HBR article "Three Rules for Making a Company Truly Great."




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Improving Management at Google

Eric Clayberg, Google software-engineering manager, talks with Harvard Business School professor David Garvin about the feedback and training that he and others at the company receive through Project Oxygen.




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How Companies Can Embrace Speed

John Kotter, author of "Accelerate," on how slow-footed organizations can get faster.




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Social Physics Can Change Your Company (and the World)

Sandy Pentland, MIT professor, on how big data is revealing the science behind how we work together, based on his book "Social Physics: How Good Ideas Spread."




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Time Is a Company’s Most Valuable Resource

Michael Mankins, partner at Bain & Company, on how to get the most out of meetings.




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Prevent Employees from Leaking Data

David Upton and Sadie Creese, both of Oxford, explain why the scariest threats are from insiders.




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Is the Corporate Campus Dying?

Jennifer Magnolfi, Founder & Principal Investigator at Programmable Habitats LLC, on how digital work, and the Internet of Things will fundamentally change the how we use the buildings and neighborhoods we work in.




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The Man Behind Siri Explains How to Start a Company

Norman Winarsky, coauthor of "If You Really Want to Change the World," on ventures that scale.




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Simple Rules for Creating Great Places to Work

Gareth Jones, author of "Why Should Anyone Work Here?", explains the things managers know, but struggle to do.




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Marketing Lessons for Companies Big and Small

Denise Lee Yohn, author of "Extraordinary Experiences" and "What Great Brands Do," explains what we can learn from retail and restaurant brands




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Smart Managers Don’t Compare People to the “Average”

Todd Rose, the Director of the Mind, Brain, & Education program at the Harvard Graduate School of Education and the author of "The End of Average: How to Succeed in a World That Values Sameness," explains why we should stop using averages to understand individuals.




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Let Employees Be People

Robert Kegan and Lisa Lahey, both of Harvard, discuss what they've learned from studying radically transparent organizations where people at all levels of the hierarchy get candid feedback, show vulnerability, and grow on the job. Their book is "An Everyone Culture."




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Getting Growth Back at Your Company

Chris Zook of Bain explains the predictable crises of growth and how to overcome them. His new book is "The Founder's Mentality," coauthored with James Allen.




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Brexit and the Leadership Equivalent of Empty Calories

Mark Blyth of Brown University and Gianpiero Petriglieri of INSEAD discuss Britain's vote to leave the European Union.




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Why the White Working Class Voted for Trump

Joan C. Williams, distinguished professor and director of the Center for WorkLife Law at UC Hastings, discusses the white working class voters who helped elect Republican Donald Trump as U.S. President, and why Democrat Hillary Clinton did not connect with them.




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Business Leadership Under President Trump

Larry Summers, former U.S. treasury secretary, is calling on American business leaders to stand up to President Donald Trump. Summers sharply criticizes the administration’s protectionist agenda, and he says it’s time for executives to call out how those policies undermine the economy and the country's best interests in the long term.




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The Talent Pool Your Company Probably Overlooks

Robert Austin, a professor at Ivey Business School, and Gary Pisano, a professor at Harvard Business School, talk about the growing number of pioneering firms that are actively identifying and hiring more employees with autism spectrum disorder and other forms of neurodiversity. Global companies such as SAP and Hewlett Packard Enterprise are customizing their hiring and onboarding processes to enable highly-talented individuals, who might have eccentricities that keep them from passing a job interview — to succeed and deliver uncommon value. Austin and Pisano talk about the challenges, the lessons for managers and organizations, and the difference made in the lives of an underemployed population. Austin and Pisano are the co-authors of the article, “Neurodiversity as a Competitive Advantage” in the May-June 2017 issue of Harvard Business Review.




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Basic Competence Can Be a Strategy

Raffaella Sadun, a professor at Harvard Business School, explains why seemingly common-sensical management practices are so hard to implement. After surveying thousands of organizations across the world, she found that only 6% of firms qualified as highly well-managed — and that managers mistakenly assumed they were all above average. She is a co-author of “Why Do We Undervalue Competent Management?” in the September–October 2017 issue of Harvard Business Review.




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Microsoft’s CEO on Rediscovering the Company’s Soul

Satya Nadella, Microsoft’s third CEO, opens up about his effort to refresh the culture of the company and renew its focus on the future. He reflects on important life lessons he learned growing up in India, immigrating to the U.S., and working for Microsoft for 25 years. Nadella thinks of the past, he says, for the sake of the future—of technology, public policy, and work. His new autobiography is "Hit Refresh."




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Make Tools Like Slack Work for Your Company

Tsedal Neeley, a professor at Harvard Business School, and Paul Leonardi, a management professor at UC Santa Barbara, talk about the potential that applications such as Slack, Yammer, and Microsoft Teams have for strengthening employee collaboration, productivity, and organizational culture. They discuss their research showing how effective these tools can be and warn about common traps companies face when they implement them. Neeley and Leonardi are co-authors of the article "What Managers Need to Know About Social Tools" in the November-December 2017 issue of Harvard Business Review.




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How AI Can Improve How We Work

Paul Daugherty and James Wilson, senior technology leaders at Accenture, argue that robots and smarter computers aren't coming for our jobs. They talk about companies that are already giving employees access to artificial intelligence to strengthen their skills. They also give examples of new roles for people in an AI workplace. Daugherty and Wilson are the authors of the new book “Human + Machine: Reimagining Work in the Age of AI.”