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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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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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Apparel sales dip 40% at Japan department stores in March




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Next 2 quarters challenging for Indian cotton yarn sector




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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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Hollywood’s Innovation Story

Scott Kirsner, author of "Inventing the Movies: Hollywood's Epic Battle Between Innovation and the Status Quo, from Thomas Edison to Steve Jobs."




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Finding and Grooming Breakthrough Innovators

Jeffrey Cohn, consultant at Spencer Stuart and coauthor of the HBR article "Finding and Grooming Breakthrough Innovators."




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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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Positive Deviance and Unlikely Innovators

Richard Pascale, associate fellow of Said Business School at Oxford University and coauthor of "The Power of Positive Deviance."




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Women Are Over-Mentored (But Under-Sponsored)

Herminia Ibarra, professor of organizational behavior at INSEAD and coauthor of the HBR article "Why Men Still Get More Promotions Than Women."




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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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Restoring America’s Innovation Economy

Rosabeth Moss Kanter, Harvard Business School professor and author of the HBR article "Enriching the Ecosystem."




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Find the Next Disruptor Before it Finds You

Maxwell Wessel, fellow at the Forum for Growth and Innovation and coauthor of the HBR article "Surviving Disruption."




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Manage Up and Across with Your Mentor

Jeanne Meister, partner at Future Workplace and contributor to the "HBR Guide to Managing Up and Across."




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Leading Across Sectors

William D. Eggers and Paul Macmillan, authors of "The Solution Revolution," discuss why "triple-strength" leaders are the best problem solvers.




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Editors’ Picks of the Week

HBR editors read top posts from HBR.org.




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Our Bizarre Fascination with Stories of Doom

Andrew O'Connell, HBR editor, explains why we find tales of disaster so compelling.




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The Secret History of White-Collar Offices

Nikil Saval, editor at n+1, on how gender, politics, and unions have affected the American workplace since the Civil War.




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Michael Lynton on Surviving the Biggest Corporate Hack in History

The CEO of Sony Pictures Entertainment discusses the crisis with editor-in-chief Adi Ignatius.




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The Creator of WordPress

Matt Mullenweg, founder and CEO of Automattic, on growth, leadership, and mindfulness.




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A Brief History of 21st Century Economics

Tim Sullivan, co-author with Ray Fisman of "The Inner Lives of Markets," on how we shape economic theory -- and how it shapes us.




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A Leadership Historian on the U.S. Presidential Election

Harvard Business School professor Nancy Koehn talks about the surprising election of businessman Donald Trump as U.S. president, and what leaders throughout history can tell us about bridging divides and leading in times of uncertainty.




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Restoring Sanity to the Office

Basecamp CEO Jason Fried says too many people find it difficult to get work done at the workplace. His company enforces quiet offices, fewer meetings, and different collaboration and communication practices. The goal is to give employees bigger blocks of time to be truly productive.




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When Men Mentor Women

David Smith, associate professor of sociology at the U.S. Naval War College, and Brad Johnson, professor of psychology at the United States Naval Academy, argue that it is vital for more men to mentor women in the workplace. In the post-#MeToo world, some men have shied away from cross-gender relationships at work. But Smith and Johnson say these relationships offer big gains to mentees, mentors, and organizations. They offer their advice on how men can be thoughtful allies to the women they work with. They are the authors of "Athena Rising: How and Why Men Should Mentor Women.”




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Why Management History Needs to Reckon with Slavery

Caitlin Rosenthal, assistant professor of history at UC Berkeley, argues there are strong parallels between the accounting practices used by slaveholders and modern business practices. While we know slavery's economic impact on the United States, Rosenthal says we need to look closer at the details — down to accounting ledgers – to truly understand what abolitionists and slaves were up against, and how those practices still influence business and management today. She's the author of the book, "Accounting for Slavery: Masters and Management."




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Why “Connector” Managers Build Better Talent

Sari Wilde, a managing vice president at Gartner, studied 5,000 managers and identified four different types of leaders. The surprising result is that the “always on” manager is less effective at developing employees, even though many companies encourage supervisors to give constant feedback. Instead, the “connector” manager is the most effective, because they facilitate productive interactions across the organization. Wilde explains what the best connector managers do, how to be one, and how to work for one. With Jaime Roca, Wilde wrote the book “The Connector Manager: Why Some Leaders Build Exceptional Talent -- and Others Don’t.”




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FarFaria, the Leading Children's iPad Storybook App, Partners with Twin Sisters Productions to Launch Six Captivating Stories

Committed to bring continuous excitement to reading, FarFaria adds musical component to already stellar library.




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Classic Hostess Celebrates Easter! Online Drink Dispenser Retailer Promotes New Easter Entertaining, Decor and Gifting Inventory

Make it the best Easter ever. Decorate with style, entertain with ease and give beautiful unique gifts to create a memorable EGGCELLENT holiday. It is about Family, Eggs and Bunnies of course.




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GoldMax Announces Grand Opening of Two Stores in Riverside County, California

GoldMax USA announces the grand opening of two new stores in Murrieta, California at 40790 California Oaks Road, Suite B and C and 39209 Winchester Road, Suite 102.




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Next 2 quarters challenging for Indian cotton yarn sector




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Feb apparel sales fall 16% at Japanese department stores




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Apparel sales dip 3.9% in Feb at Japanese chain stores




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Apparel sales dip 40% at Japan department stores in March




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Best Buy to offer new in-store consultations




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Navigating the 2013 Regulatory Landscape for 401(k)s

7:30 to 10 a.m., Thursday, March 14, 2013
The Charles F. Knight Education and Conference Center
at Washington University
One Bookings Drive, St. Louis, MO 63130
REGISTER NOW!
What is the future of 401(k)s?  A nationally-recognized expert in employer-sponsored retirement,… Read More

The post Navigating the 2013 Regulatory Landscape for 401(k)s appeared first on Anders CPAs.



  • Employee Benefit Plan Audits

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Reverse Audits for Government Contractors

There is a great opportunity for government contractors to save on sales or use taxes paid for consumables used on government contracts. The U.S. Government is not subject to sales/use tax, however, government contractors typically pay tax on their consumable purchases. Government contractors may be paying tax on many of their overhead purchases needlessly. Sales...

The post Reverse Audits for Government Contractors appeared first on Anders CPA.




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Ohio State University will pay out $41 million to 162 men who say they were sexually abused by a longtime team doctor

AP Photo/John Minchillo

  • The Ohio State University will pay $40.9 million to settle lawsuits brought by 162 men who allege a former university team doctor sexually abused them.
  • An independent investigation in 2019 found that Dr. Richard Staruss sexually abused at least 177 students during his tenure from 1979 to 1997.
  • The investigation found that OSU personnel had knowledge of allegations against Strauss and repeatedly failed to act.
  • Strauss died by suicide in California in 2005.
  • Visit Business Insider's homepage for more stories.

The Ohio State University announced on Friday it will pay out $40.9 million as part of a settlement of a combined series of lawsuits brought on by 162 men who said a team doctor who worked at the university for nearly two decades sexually abused them.

"The university of decades ago failed these individuals — our students, alumni and members of the Buckeye community," university President Michael V. Drake said in a statement. "Nothing can undo the wrongs of the past, but we must do what we can today to work toward restorative justice."

See the rest of the story at Business Insider

NOW WATCH: Inside London during COVID-19 lockdown

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The Polaris Slingshot is a car-motorcycle mashup that costs $33,000 and can do 0-60 mph in 5 seconds — on 3 wheels.

Matthew DeBord/Insider

  • I tested a roughly $33,000 Polaris Slingshot R, a three-wheeled "autocycle."
  • The three-wheeler category includes vehicles from Can-Am and Harley-Davidson, offering a motorcycle experience in a less demanding package.
  • My Slingshot R had a new, Polaris-developed, 203-horsepower engine and an automatic transmission.
  • In all but three US states, no motorcycle license is required to operate the Slingshot (New York, Massachusetts, and Alaska continue to require the motorcycle certification).
  • The Slingshot is insanely fun, with a modest learning curve — it's a great alternative to a two-wheeler, although the price is definitely steep for the Slingshot R.
  • Visit Business Insider's homepage for more stories.

Motorcycles are cool, but they aren't for everybody. Fortunately, there are some alternatives out there that offer an equally compelling, open-air experience.

One of the most popular is the the Polaris Slingshot, manufactured by the Minnesota-based powersports company. Until recently, Slingshots were available only with manual transmissions and GM-sourced engines, but for 2020, Polaris has updated the autocycle with an in-house motor and an automatic.

The automatic transmission in particular really broadens the Slingshot's potential. So I was excited to sample the machine, which I first saw about five years ago.

Polaris was kind enough to loan me a tester for a few weeks. Here's how it went:

The Polaris Slingshot is a three-wheeled autocycle/motorcycle that Polaris industries has produced since 2014. My 2020 Slingshot R tester cost about $33,000 and was outfitted in a menacing red-and-black paint job.

Matthew DeBord/Insider

The cheapest Slingshot is about $20,000.



This wasn't my first crack at a Slingshot. Polaris brought the vehicle to Insider's New York offices when the vehicle first launched.



And I generally have a gander at the Slingshot when I visit the annual New York motorcycle show.




See the rest of the story at Business Insider

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FOLLOW US: On Facebook for more car and transportation content!




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'Concierge doctors' who charge $10,000 a month for house calls and easy access to coronavirus tests have been cast as the villains of the pandemic. We talked to 6 of them to hear what they think the real problem is.

Lisa Larkin MD & Associates

  • Ultrawealthy and sometimes asymptomatic Americans are using concierge doctors to access COVID-19 tests amid a nationwide shortage.
  • The doctors, whose monthly fees can range up to $10,000 a month and don't accept insurance, can offer coronavirus antibody test results in as little as two hours; results for the general public can take days.
  • Even some concierge doctors question the ethics of offering tests to their wealthy clientele that aren't available to the general public.
  • Both concierge doctors and their clients told Business Insider that America's health care system is dysfunctional, and that patients are healthier operating outside it.
  • Visit Business Insider's homepage for more stories.

Jamie Gerdsen, the 46-year-old CEO of Cincinnati-based construction company Apollo Home, wanted his 200 employees to know how seriously he was taking the coronavirus pandemic. To prove it, he decided to get tested in April. 

For Gerdsen, the process was simple. All he had to do was call his doctor, set up an appointment time for him and his wife, and get to his doctor's drive-through testing center. At the center, they showed their IDs, answered a few questions, and got their fingers pricked, all without getting out of their car. The results came into Gerdsen's email inbox two hours later. 

See the rest of the story at Business Insider

NOW WATCH: We tested a machine that brews beer at the push of a button

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At least 3 New York children have died from a mysterious, possibly coronavirus-related inflammatory illness which can cause heart trouble

Francesco Pecoraro/Getty Images

Three children who had COVID-19 in New York are dead, after they developed rare heart issues that may be linked to the novel coronavirus. 

"The illness has taken the lives of three young New Yorkers," Governor Cuomo said at a news conference on Saturday. All three kids were under 10 years old

See the rest of the story at Business Insider

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Elon Musk says Tesla will 'immediately' leave California after coronavirus shutdowns forced the company to close its main car factory (TSLA)

Reuters

  • Elon Musk says Tesla may leave its Palo Alto headquarters and Fremont, California factory. 
  • In a tweet Saturday morning, the chief executive continued his outrage against shelter-in-place orders that have forced most non-essential businesses to close. 
  • Last week, Musk likened the rules to fascism, and urged leaders to "give people their goddamn freedom back." 
  • Visit Business Insider's homepage for more stories.

After a week of decrying coronavirus shelter-in-place orders that have left Tesla's main factory shuttered and unable to produce vehicles, Elon Musk says the company may move its factory out of the state.

"Tesla is filing a lawsuit against Alameda County immediately," the chief executive said on Twitter Saturday morning. "The unelected & ignorant 'Interim Health Officer' of Alameda is acting contrary to the Governor, the President, our Constitutional freedoms & just plain common sense!"

See the rest of the story at Business Insider

NOW WATCH: How waste is dealt with on the world's largest cruise ship

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Take a look at what technologies retailers are introducing to revamp the in-store experience

In the US, store closures are at an all-time high. 

Business Insider Intelligence

With 88% of total sales, brick-and-mortar is still the dominant driver of retail spend in the country, but in-store earnings aren't growing fast enough to keep the doors open.

See the rest of the story at Business Insider

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U.S. Department of Labor Issues Guidance for Respiratory Protection During N95 Shortage Due to COVID-19 Pandemic

The U.S. Department of Labor's Occupational Safety and Health Administration (OSHA) has issued interim enforcement guidance to help combat supply shortages of disposable N95 facepiece respirators (N95 FFRs). This is the latest step to ensure availability of respirators. More information at the USDOL website.




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Small Entity Compliance Guide for the Respiratory Protection Standard

This Small Entity Compliance Guide (SECG) is intended to help small businesses comply with the Occupational Safety and Health Administration’s (OSHA) Respiratory Protection standard (63 FR 1152; January 8, 1998). OSHA’s goal for this document is to provide small entities with a comprehensive step-by-step guide complete with checklists and commonly asked questions that will aid both employees and employers in small businesses with a better understanding of OSHA’s respiratory protection standard.




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NATIONAL ELECTRICAL CONTRACTORS ASSOCIATION CEO DAVID LONG ISSUES STATEMENT ON FORMATION OF GREAT AMERICAN ECONOMIC REVIVAL INDUSTRY GROUPS

The Chief Executive Officer of the National Electrical Contractors Association, David Long, issued a statement on being named to the Great American Economic Revival Industry Group for Construction/Labor/Workforce.




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U.S. Department of Labor Offers New Video and Poster On Proper Workplace Use of Respirators

The U.S. Department of Labor announced that the Occupational Safety and Health Administration (OSHA) has released a new video and poster for employers and workers on how to properly wear and remove a respirator. The video and poster – in English and Spanish – demonstrate and describe seven steps every worker should follow when putting on and taking off a respirator.




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Gap outlines strategic plan for store re-openings




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Sri Lankan PM seeks US assistance for apparel sector