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Helping journalists understand the power of machine learning

Editor’s note: What impact can AI and machine learning have on journalism? That is a question the Google News Initiative is exploring through a partnership with Polis, the international journalism think tank at the London School of Economics and Political Science. The following post is written by Mattia Peretti, who manages the program, called JournalismAI.

In the global survey we conducted last year about the use of artificial intelligence (AI) by news organizations, most respondents highlighted the urgent need to educate and train their newsroom on the potential offered by machine learning and other AI-powered technologies. Improving AI literacy was seen as vital to change culture and improve understanding of new tools and systems:

AI literacy is crucial. The more the newsroom at large embraces the technology and generates the ideas and expertise for AI projects, the better the outcome. New powers, new responsibilities:
A global survey of journalism and AI

The message from newsrooms was loud and clear. So we decided to do something about it. That’s why we’re announcing a free training course produced by JournalismAI in collaboration with VRT News and the Google News Initiative. 

This Introduction to Machine Learning is built by journalists, for journalists, and it will help answer questions such as: What is machine learning? How do you train a machine learning model? What can journalists and news organizations do with it and why is it important to use it responsibly?

The course is available in 17 different languages on the Google News Initiative Training Center. By logging in, you can track your progress and get a certificate when you complete the course. The Training Center also has a variety of other courses to help you find, verify and tell news stories online.


The Introduction to Machine Learning is available on the Google News Initiative Training Center in 17 different languages.

It’s a tough time for journalists and news organizations worldwide, as they try to assess the impact that COVID-19 will have on the business and editorial side of the industry. With JournalismAI, we want to play our role in helping to minimize costs and enhance opportunities for the industry through these new technologies. This course complements our recently launched collaborative experiment, as well as our effort to highlight profiles and experiments that show the transformative potential of AI and machine learning in shaping the journalist, and the journalism, of the future.

At the end of the course, you’ll find a list of recommended resources, produced by journalism and technology experts across the world, that have been instrumental in designing our Introduction to Machine Learning and will help you dive even deeper in the world of AI and automation. 

And we are not done. After this course, and the previous training module with strategic suggestions on AI adoption, we are planning to design more training resources on AI and machine learning for journalists later this year. Sign up for the JournalismAI newsletter to stay updated.



  • Google News Initiative

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What’s trending: understanding rising consumer interests

Since COVID-19 began, we’ve heard from our retail and brand manufacturing partners that they’re hungry for more insights on how consumer interests are changing, given fluctuations in consumer demand. We see these changes reflected in how people are searching on Google. Last month, there were spikes in search interest for household supplies and jigsaw puzzles as people spent more time at home. This month we’ve seen surging interest for sewing machines and baking materials in the U.S., and tetherball sets and chalk in the United Kingdom and Australia. 

Businesses are using a variety of resources to understand changing consumer interests—including Google Trends, social listening, surveys, and their own data—in order to help make decisions on the fly. But if they don’t know what to look for, there isn’t an easy way to understand which product categories are gaining in popularity, and might pose an opportunity.

That’s why we’re launching a rising retail categories tool on Think with Google. It surfaces fast-growing, product-related categories in Google Search, the locations where they’re growing, and the queries associated with them. This is the first time we’ve provided this type of insight on the product categories that people are searching for. 

When we previewed the data with a group of businesses, they had lots of creative ideas for how they might apply it—whether for content creation, promotional efforts, or even new products and services. Here were some of their ideas for how it could help:

  • Content creation: A cookware company noticed that “flour” was a growing category in the United States. The team was inspired to explore partnering with a famous local chef to create engaging content about recipes that incorporate flour. 
  • Promotion: A jewelry and accessories company noted rising interest in products in the “free weights” category, so the team thought they might partner with fitness influencers who could help promote their products. Similarly, an online business said it would regularly reference the data to inform which products to feature on its homepage throughout the pandemic. 

  • Product ideas: An apparel company with a fast and flexible production model said its team would use this data to inspire new product line ideas.

For the next few months, we’ll update the tool with fresh data every day and hope this will help businesses of all sizes find new pockets of consumer interest. For additional resources and insights, sign up for the Think with Google newsletter. 




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"A Lynch Mob": After Months of Inaction, 2 White Men Are Charged with Murder of Ahmaud Arbery in GA

The two white men caught on camera shooting and killing Ahmaud Arbery, an unarmed 25-year-old African American man, were arrested and charged Thursday with murder. The arrests came two days after video of the attack in February was shared with the public, sparking widespread outrage. Today would have been Arbery's 26th birthday. We speak with civil rights attorney Benjamin Crump, who represents the Arbery family and formerly represented Trayvon Martin.




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Mothers Day Gift Idea: Best Smart Bands To Gift Under Rs. 2,000

Smart bands are some of the best accessories that one can buy. On this mother's day, you can also gift one for your mom which will help her monitor aspects like the number of steps walked, calories burned, and real-time heart rate.




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Jurisdiction of NCLT under IBC on issues relating to Public Law Domain

Since the coming into force of Insolvency and Bankruptcy Code, 2016 (IBC) and operationalisation of National Company Law Tribunal(s) in India, various new legal issues have cropped up over the last 3 years before the NCLTs and NCLAT, which finally reached before the Hon'ble Supreme Court and still c




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'Spider-Man' Immune Response May Promote Severe COVID-19

Clinical trials have begun to test drugs that counter toxic molecular webs linked to lung distress

-- Read more on ScientificAmerican.com




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Just How Dangerous Is the 'Murder Hornet'?

Its sting is excruciating to people, but it is a bigger threat to honeybees vital for agriculture

-- Read more on ScientificAmerican.com




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Preliminary Class 8 truck orders see lowest order levels in years

Preliminary North American Class 8 truck orders saw steep declines, driven on by the impact of COVID-19, or coronavirus, according to recent data issued respectively freight transportation consultancy FTR and ACT Research, a provider of data and analysis for trucks and other commercial vehicles.




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How to Understand Aliens.

Last night, having just watched a documentary on the Connecticut River flood of 1936, my wife and I discovered that our basement had flooded — apparently the sump pump had failed. So this morning we called the Barstows (it’s great to have contractors you can rely on in emergencies) and they sent a crew over […]





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today's murder trials




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Diet Cig - Do You Wonder About Me? [2020]

Дата релиза: 01.05.2020

uploaded by st.liar

Список треков:
01. Thriving
02. Who Are You
03. Night Terrors
04. Priority Mail
05. Broken Body
06. Makeout Interlude
07. Flash Flood
08. Worth The Wait
09. Stare Into The Sun
10. Night Terrors (Reprise)

Скачать и обсудить альбом здесь




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Vader - Solitude In Madness [2020]

Дата релиза: 01.05.2020

uploaded by st.liar & spect

Список треков:
01. Shock And Awe
02. Into Oblivion
03. Despair
04. Incineration Of The Gods
05. Sanctification Denied
06. And Satan Wept
07. Emptiness
08. Final Declaration
09. Dancing In The Slaughterhouse
10. Stigma Of Divinity
11. Bones

Скачать и обсудить альбом здесь




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The Fratellis - Half Drunk Under A Full Moon [2020]

Дата релиза: 30.10.2020

uploaded by st.liar

Список треков:
01. Half Drunk Under A Full Moon
02. Need A Little Love
03. Lay Your Body Down
04. The Last Songbird
05. Strangers In The Street
06. Living In The Dark
07. Action Replay
08. Six Days In June
09. Oh Roxy
10. Hello Stranger

Скачать и обсудить альбом здесь




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A$AP Ant - I Am Underground [2020]

Дата релиза: 10.04.2020

uploaded by loathsome

Список треков:
01. Bussin’ Scripts
02. Chris Redfield
03. Allah Wears Prada (feat. Goonew)
04. Marino Thraxx (feat. Lulu P & Lil 2dow)
05. Syracuse Orange Melo
06. Crunchy Black Flow
07. Barry Sanders Spin Outro (feat. Soduh)

Скачать и обсудить альбом здесь





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Kraftwerk founder Florian Schneider dies aged 73

The co-founder of electronic music pioneers Kraftwerk, Florian Schneider, has died at the age of 73 from cancer, the managers of the group announced Wednesday. 




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Europe marks 75th anniversary of VE day under lockdown

A continent devastated by the coronavirus will on Friday mark the 75th anniversary of the end of World War II in Europe, known as Victory in Europe (VE) day, as the economic destruction of the current global crisis was laid bare.




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Cat Thread holder DIY

This is a very easy DIY if you are used to using a scroll saw. If you don’t own a scroll saw you could always mount these cats to some thick card stock or cardboard to make a festive thread holder instead. Print the vintage cat images, and mount them … Continue reading




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‘Today is wonderful’: Relief in Lagos as Nigeria emerges from Covid-19 lockdown

Africa’s biggest city, Lagos, returned to work on Monday at the end of a five-week coronavirus lockdown.




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Malawi opposition leaders file bids for election re-run

Supporters of Malawi's opposition took to the streets of Blantyre on Wednesday as their presidential candidate presented nomination papers for the July re-run of last year's election. The outcome initially returned President Peter Mutharika to office, but the result was historically overturned in a landmark court ruling in February. Meanwhile in Burkina Faso, a young man has created a digital school so that students can keep taking classes on their smartphones during the lockdown. And finally, South Africa turns to virtual tourism as national parks stream their safaris online.



  • Eye on Africa

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White man, son in US state of Georgia charged with murder of unarmed black jogger

A white former police officer and his son were arrested on Thursday in Georgia and charged with murder in the shooting death of an unarmed black man, an incident that touched off a furor in the community and among civil rights activists nationwide.




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Exclusive: Investigating how North Korean fishermen plunder foreign waters

In this exclusive 35-minute documentary, we expose a massive and unknown fish smuggling and supply network in the Pacific Ocean. Every year, an armada of North Korean ghost ships invade the waters of the Russian Far East and Japan. From Vladivostok to North Korea, via China, our reporter Elena Volochine investigated the illegal fishing networks of the world's most secretive country, North Korea.




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Investigation: Videos reveal location of mass drowning on Iran-Afghan border

Dozens of Afghan migrants are feared dead after Iranian border guards allegedly forced them into a river on the Iran-Afghan border on May 1. Of the 57 men and boys in the group only 12 are known to have survived. One of the survivors told the France 24 Observers team that he and the others were arrested and tortured by guards from an Iranian border post overlooking the Harirud river. His account, along with amateur videos circulating on social media in Afghanistan, allowed the Observers team to pinpoint the location of the Iranian border post. 



  • On The Observers

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'Aviation Without Borders': NGO provides free domestic flights to French medical personnel

Since the start of the Covid-19 epidemic, there has been no shortage of solidarity with those on the frontline on the pandemic. One such example comes from the French NGO Aviation Sans Frontières ("Aviation Without Borders"), which has brought together key players in the aviation sector to allow medical professionals to travel by plane free of charge from one French region to another. These flights help take some of the pressure off overwhelmed hospital staff. Our reporters Benoît Perrochais and Natalia Ruiz Giraldo went on board.




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Paris by Night: FRANCE 24 meets night wanderers amid Covid-19 lockdown

France’s lockdown measures are among the strictest in Europe as the country bids to stamp out the Covid-19 pandemic. Paris is usually known for its night wanderers but the last few weeks has seen its lively and vibrant atmosphere replaced by calm and silence. However, not all Parisians are respecting lockdown measures and FRANCE 24 went out to meet them. Some are simply wandering the streets. Others are out and about because the streets are what they call home.




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Turkish police detain union leaders attempting to stage May Day rally

Police in Istanbul detained at least 15 people Friday, including trade union leaders who tried to stage a May Day march in defiance of a coronavirus lockdown and a ban on demonstrations at the flashpoint Taksim Square.




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S. Korea says troops exchange fire along N. Korean border

North and South Korean troops exchanged fire along their tense border on Sunday, the South’s military said, blaming North Korean soldiers for targeting a guard post.




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Rant [1097] "The Great Underground Empire is Here!"

Book 5 of the MegaTokyo: Endgames series is live for all platforms! Amazon Kindle and Paperback can be purchased here. Nook readers can follow this link. Of note, if you are completely unwilling to order through Amazon, you can also order the paperback through Barnes & Noble. And for the first time, Kobo users can go here and be a part of the launch day as well! Thank you again for all your support, and with luck it won’t be long...

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Reader Request Week 2020: Get Your Questions In!

This upcoming week I have almost nothing scheduled, either in the real world or online, which honestly is a first for me in a real long time. I could just take a break, but where’s the fun in that? So: It’s time for the annual Reader Request Week, in which you pick the topics I write about for […]






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a shy bladder

Today on Toothpaste For Dinner: a shy bladder








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please consider

Today on Toothpaste For Dinner: please consider


WE NEED YOUR HELP: Please chip in $1 or more on Patreon so I can continue to update Toothpaste For Dinner, Married To The Sea & The Worst Things For Sale online and updating daily. I can not do this without your support on Patreon.












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New Wondermark book now available as hardcover and PDF download!

Above: A new sticker to accompany my new pin! For worthwhile and obvious reasons, Emerald City Comic Con was cancelled this past week. (It’s been tentatively rescheduled for August.) So, like many folks for whom that convention is a tentpole of their business year, I did all the usual prep for the show, but didn’t […]



  • Blog
  • blog: product announcements

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Why Should Feminists Be Against the Sex Offender Registry?

In October, the Supreme Court heard a case that was painfully ironic, considering the Kavanaugh hearings the nation had just been subjected to: a challenge to the United States’ extremely restrictive sex offender registry laws. While opinions on the case Gundy v. United States, which challenges the Attorney General’s ability to retroactively impose registry requirements, have yet […]




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Ethical Considerations

turn it off!!




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Weta Workshop Founders Release Free Covid-19 Children’s Book

Pukeko Pictures, founded by Weta Workshop’s Richard Taylor and Tania Rodger with their friend and children’s author Martin Baynton, has released a free children’s ebook. The book is based on characters from the New Zealand kids’ show Kiddets and demonstrates to children the importance of remaining clean, clear, and kind. You can download a copy […]




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TORn’s Founders Day Party Tree

On April 26, 2009, TheOneRing.net marked its 10th anniversary with a huge celebration. It was quickly agreed that the TORn-born Founders Day holiday would be an annual event.  The Discussion Board members wanted a proper logo to mark each year; so being fans of J.R.R. Tolkien, we decided a Party Tree would be perfect!  Discussion […]