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Edna’s Garden – Chapter 1

Edna’s Garden: An 8-year-old girl with a passion for nature will turn the world upside down with her data experiments

Edna’s Garden, a story by Miquel Morales.

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Edna’s Garden – Chapter 1

“Edna?” an old voice croaked from above. From beneath the pile of dead leaves she had fallen on, Edna could hear the man struggling to breathe. Wheezes and sudden bursts of dry cough formed a rhythmic pattern that spoke of one-too-many cigarette puffs while walking the dog. “For the love of Christ, Edna! Where are you? Where do you think you are going?” The man’s voice was full of urgency and rage, his British accent more noticeable than usual. Edna could not remember the last time she had seen him this mad. Maybe she simply had not.

“Edna!” In her leafy igloo, Edna could hear his steps coming down the hill as he fought his way through the dense vegetation. She held her breath. “Of all the days you could have lost your mind… It had to be today, ah? Of course it had to be today!” Just a few feet away from Edna’s face, a loose branch broke into a dozen pieces under the furious step of a muddy leather shoe. Edna held onto her precious cargo in a protective embrace. It was still warm, much like the pulsating heat that had started emanating from her ankle. She must have sprinkled it upon touching the ground. A stinging pain stabbed her leg in agreement. Great.

“I am losing my patience, little lady. Come out of wherever you are hiding. Now!” The man’s voice was now further away. It was clear that he had assumed that Edna was no longer there and was venturing deeper into the thicket. No, she would not come out! She was tired of all the stupid rules and impositions. And all because of Her. “One last time, lady! Do you want me to tell your father? Is that what you want?” No, he would not tell Dad. He never did. He loved her way too much to want her any harm. “I am going to count to three, Edna. And then, I am going to pick up my phone and call your father.” Nice try, buddy. “One…” Just a ruse. “Two… Picking up the phone, Edna!” “Peter, no!” Darn it.

Edna had just a few seconds to hide her hunting prize in one of the inner pockets of her navy blue trench coat before a hand started digging into the pile of leaves. An angry pair of tired eyes peeped through a hole in the leafy dome. There stood Peter Kahn, the family’s butler. He was soaked in sweat and covered with dirt. He was holding Edna’s Totoro backpack in one hand and a cellphone on the other.

More hurt, than angry, Edna stared back at the man with a defiant expression. “Where is it.” said the butler. “Where did you put it?” Nothing. He proceeded to unlock his phone. “I lost it while running, ok?” said Edna. “Are you happy now?” The man directed her a suspicious look. “Peter,” said Edna pointing at the swollen ankle. “I can’t walk.”


All things considered, Edna was having a great time. She was really trying to keep herself from smiling as passerby directed inquisitive and confused looks at the man dressed in dirty, eccentric butler clothes carrying in his arms a little girl with even dirtier clothes across Central Park on a Tuesday afternoon. She could have easily piggybacked her way through the park and made it a bit less awkward, but Peter was too much of a gentleman to allow that to happen.

Edna looked at the face of the sixty-year-old butler for a moment. His eyes were focused in the winding path ahead, his face as stoic as straight was his posture. He had not spoken a single word since discovering her under the leafage. Neither was Edna expecting him to do so. She knew that look very well after spending most of her life under the care of the man. He would briskly carry her all the way across the park until reaching The Pond, where he would slow down so Edna could mentally annotate the number of swimming ducks at the time and what they were doing.

It was her dad that had introduced her to nature when she was a little kid, before everything changed. She had been studying The Pond’s ecosystem for over a year now. She had built a database and tracking computer program where she carefully registered all the data in hopes that one day her research might be of use to the cool scientists at the American Museum of Natural History. Over the months, the data she collected was enough to start building a model that simulated the little natural environment she so loved. And that was only the beginning.

But this time, Peter did not slow down. Trying to get a quick glimpse of the water over the butler’s shoulders, Edna considered for a moment dropping her precious cargo where it belonged. No. It was too vital to her project’s success.

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The outlandish butler and his broken princess did not look any more fitting while crossing Grand Army Plaza. Peter even had to stop for a couple of minutes in order to explain to a concerned police officer that they were neither part of an anticapitalist street performance nor had they been involved in a limousine crash.

Edna felt sorry for Peter. The gallantry had always been there, but his new attire was simply too much. It did not use to be that way. Not until she broke into their lives and proclaimed that “elegance and taste had to be conquered one outfit at a time.” Peter, like most modern-day family butlers, used to wear what adults called “business casual” clothes.

Edna knew this from the few occasions in which she had been invited – and forced to go – to a classmate’s birthday party. She hated those kids. They were always talking about either cars or horses, summer houses and the coolest technological gadget of the season. It seemed as though their only goal in life was to copy the nearsighted lives of their parents, the superfluous, clean, organized and ultimately sombre lives of wealthy New Yorkers.

She thought for a moment of Tom Collins, that little spoiled brat. She could picture him at the school gates, leaving for home on his ridiculous hoverboard after making fun at the fact that Edna still had to be walked home by “the nanny.” She had heard those things could catch on fire. And she certainly hoped so.

Distant church bells chimed way too many times. They were pretty late. She would be furious, thought Edna with satisfaction. She had been planning this for weeks, yet another fake jewel on her crown of shiny ego.

It all started when Dad announced over dinner that he had decided to invest some money in the new restaurant of a famous art critic he recently met at a fundraising event. The guy’s name was Jeremy Talbot, and, apparently, he was as enthusiastic as Dad about saving the endangered populations of North Pacific short-tailed albatross. “So, how short is its tail compared to that of a normal albatross?” had jumped an excited Edna when her dad mentioned that fact.

But, before she could ask more about that majestic-yet-not-too-majestic-sounding bird, Bianca Salazar – Her – had come up with the brilliant idea. “That’s it, darling. We are having a dinner party!” For a moment, Edna had thought the veins on the woman’s neck would burst out of pure elation. Of course – She had been desperately waiting for such an occasion. Bianca Salazar was tall, thin and evil; her beauty extraordinary enough to make everyone else oblivious to the latter.

She had shown up at their 57th Street penthouse three years after Mom’s death. Edna was only one year old when her mother finally succumbed to the cancer. It was impossible for Edna to recall a single thing about her. She simply had this feeling, a foggy impression of having had a mother a long time ago. Somehow, she knew she came from somewhere – or rather from someone – as opposed to just having been summoned into this world by pure chance. That was definitely what it felt like with her.

Bianca Salazar had simply come along with fake smiles and pretended she had always been there. It did not work that well with Edna. She would not go as far as calling it hate at first sight – Edna was simply too young in the beginning to understand what was going on. It had been more of an awakening. By the age of four, Edna reckoned, she had had enough interactions with well-meaning human beings to recognize one without a soul when she saw it.

Dad was probably the golden standard when it came to evaluating a person’s qualities. He had taught Edna everything cool she knew or cared about, from zoology and astronomy to The Beatles and good adventure stories – The NeverEnding Story was one of her favourites.

Then there was Peter, of course. He had taught her substantially different things, the kind of things Edna wished no one cared about: how to properly eat at the table, how a lady should introduce herself to a stranger, the list of words she was not supposed to use. Well, no – That was unfair.

With her father travelling so much and the witch being, well, a witch, Peter provided Edna and her siblings with the valuable concepts of reliability and selfless generosity.

Edna looked at the butler’s face as they crossed Fifth Avenue on a red light. Peter was an honourable man. The most honourable. Edna wished they had known each other as kids. They would have been really good friends.

To be continued…

Read the next chapter of Edna’s Garden: Edna’s Garden – Chapter 2

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Weekly News: Online Traders Hit Wall Street

Here’s what happened this week in IT news.


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Amateur traders take on Wall Street’s old guard

The Internet can be a fascinating place. And especially Reddit. Mix online stock trading with a pinch of cancel culture and a good amount of memes and, boom: a bunch of Wall Street big shots lose millions in a matter of hours. 

Retail investors using low-cost, online trading platforms like Robinhood organised through the ‘WallStreetBets’ subreddit to do something they had been wanting to do for a while now: get back at hedge funds and other traditional investors who make money by betting on failing companies (aka shorting).

These amateur traders, who see themselves as part of a new wave of anti-establishment investors, went on to inflate the stock price of GameStop, a now-failing American brick-and-mortar videogame store. Wall Street had borrowed many of the company’s stocks, sure these would go down in price and they’d be able to make a profit upon returning them. 

Ouch. Certainly a clear reminder of the power that the virtual world can have over the real one.  

BBC

Davos goes virtual

Like pretty much any other large event whose organisers sport a bit of common sense, this year’s gathering of the World Economic Forum is being held fully online. Its focus this time around? Surprise, surprise. You guessed it — pandemic recovery. 

Specifically, the organisation consulted world business leaders ahead of the start of the talks conference talks about how technology should be used to help reset our society, economy and business environment.

Cloud and collaboration tools to strengthen community ties and help us predict and address health crises. Accelerated digital transformation to keep improving business models and ultimately people’s lives. Widespread use of AI to automate repetitive tasks and allow businesses to focus on adding real, high-end value. 

The underlying theme: prioritising the common good. 

World Economic Forum

A five-year timeline for AI in the enterprise

A newly published Gartner report aims to do something at which most tech predictions tend to fail: getting too specific with the time estimates.

The study looked at the unintended ethical and social repercussions of AI adoption and then provided recommendations on what business should do to address them. 

By 2025, our world could look quite scarier than it does today in terms of privacy and cybersecurity. Large-scale AI models will be concentrated in the hands of 1% of vendors. Deepfakes will be so common companies will have to conduct regular employee trainings on how to spot them. About 75% of workplace conversations will be analysed to add organisational value and assess risk.

Learn more about AI: 5 Online Courses to Get You Up-To-Speed with AI

The most obvious routes for businesses to take include setting up ethic boards at companies that sell or use AI and establishing guidelines for responsible AI consumption.  

TechRepublic


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Weekly News: Robot Butlers and Virtual Influencers

Robot Butlers and Virtual Influencers – Tech´s flashy new toys, A new logistics network, and Microsoft cloud comes to retail… Discover our weekly tech news.

Robot Butlers and Virtual Influencers – Listen to the podcast version

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Tech´s flashy new toys

CES; the world´s biggest technology show; is at full throttle since Monday, having changed its traditional Las Vegas setting for virtual presentations due to the pandemic.

The event is known for its outlandish new tech concepts and products. A way for consumer brands to show off and set the agenda for the upcoming year. And, although most of these technology predictions don´t end up panning out, there is always something to learn from them. 

These year´s big reveals include a robot butler that can both serve you dinner and wash the dishes afterwards. A smart pet portal that lets your cat in and out while keeping other neighbourhood animals out, and Reah Keem — LG’s new virtual influencer with around 6,000 followers on Instagram.

The Telegraph

A new logistics network

From ‘cloud kitchens’ that centralise all meal orders for a given area of the city, to more ubiquitous and smaller warehouses closer to the delivery location. The logistics infrastructure is changing. 

The pandemic has given e-commerce firms a boom, creating the need to update existing delivery networks to be able to keep up with demand. Furthermore, expected delivery times are narrowing, with costumers now being accustomed to delivery windows of less than 30 minutes. 

All in all, this new wave of e-commerce developments is quietly reshaping our cities in a time where their streets are mostly transited by delivery vans and bicycles. This expansion, experts say, is comparable to the laying of fibre-optic cable 20 years ago, and its effects will be long lasting.

Financial Times

Microsoft cloud comes to retail

Following the release of its cloud service for the healthcare market, Microsoft has made available on preview its second vertical cloud, this time around for the retail industry. 

The offering combines services and features from Azure, Microsoft and Dynamics 365 and the Power Platform to help the company’s retail customers provide an end-to-end shopper journey. 

Microsoft also announced new features for its Dynamics 365 Commerce, its app providing back-office, in-store, call centre and e-commerce solutions. The app will now offer both in-built B2C and B2B commerce on a single platform. 

Learn more about Microsoft Technologies Careers Overview

ZDNet


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Weekly News: Presenting Our New Podcast Mission Control Center

Say hello to our new podcast Mission Control Center

Because we know how busy you are, we are launching a podcast version of the newsletter from Mission Control Center, so that you can listen to it while you work.

Every week, our editor Miquel Morales will walk you through the most relevant tech news and share all sorts of career development advice. 

We’ll soon be having interviews with experts in all areas of IT, so make sure to follow us every week!


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AI cracks half-century-old problem

After having proven its worth with programs capable of beating humans at various games, the artificial intelligence group DeepMind has reached a major scientific milestone.

The group’s latest program, AlphaFold, has finally solved a problem that had kept researchers baffled for 50 years: predicting how proteins fold into 3D shapes. 

Protein folding patterns, which are unique to each protein and extremely complex, could until now only be unravelled through years-long lab work. It took AlphaFold just a few weeks to learn how to predict folding with greater accuracy than humans.   

The breakthrough paves the way for the design of more powerful drugs and vaccines to fight diseases, as well as for the production of more nutritious crops.

The Guardian

The key technologies for 2021

A new global IEEE survey of CTOs and CIOs reveals the top technologies and challenges for organisations in the upcoming year.

While overcoming the effects of the pandemic remains the biggest concern amongst technology leaders, AI and machine learning are cited as the game-changing tech trends for 202. Next-gen 5G solutions and IoT follow close behind. 

Manufacturing, healthcare, financial services and education are expected to be the industries in which technology will play a more pivotal role. 

One positive finding is that an overwhelming majority of IT leaders (92%) believe their company is now more prepared to respond to a catastrophic and sudden event like a natural disaster or a data breach.

TechRepublic

Mac minis are coming to AWS

Amazon Web Services kickstarted its yearly re:Invent conference with a big revelation: the company is bringing macOS to the AWS cloud. 

AWS will be making available Mac mini instances for developers to create apps directly on its Elastic Compute Cloud (EC2). 

It is a significant announcement for devs, who now can run Xcode and Swift tools in the cloud without having to maintain and patch custom-built Mac machines. 

However, the Mac minis being currently deployed in AWS data centres are still sporting previous-generation Intel chips. The company will be rolling out the new Apple-silicon machines early next year. 

TechCrunch


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Weekly News: Translating Cat Meows

Translating Cat Meows; what the EU could do about emissions; Quantum moves ahead; and an anti-poaching cloud cover… Discover our Weekly News.

Translating Cat Meows: Do you speak cat?

What did the cat just say? 

According to research, cats do not share a common language. Every cat is unique and tailors its meows to its owner (a.k.a. human servant). And, just like it happens with people, some cats are chattier than others.

Well, a former Amazon Alexa developer has created an app that leverages AI and machine learning to translate those meows into human language. 

MeowTalk already has 13 phrases in its vocabulary, including “Feed me!” and “Leave me alone.” 

You can bet you’ll be hearing the first one a lot more. 

BBC

What the EU could do about emissions

The use of renewable energies and other traditional approaches to curbing emissions are no longer enough if the EU wants to meet its 2050 climate-neutrality target. 

Enter technology.

From large-scale, data-powered simulations of the Earth’s climate to green data centers, there are plenty of emerging technology initiatives underway for which EU funding could be a game-changer.

The folks at Politico have compiled a shortlist for you to bring up over dinner. 

Politico

Quantum moves ahead

Several of the world’s leading research institutions and tech companies have been working on their own take on quantum computing for a while now.

One of the key differences between the various approaches out there is what is used as the basis of the computer’s qubits, the basic units of information on which quantum computers operate.   

While technology juggernauts like IBM and Intel had traditionally opted for using tiny superconducting loops as qubits, the use of trapped-ion systems remained marginal. 

Now that is changing. Ion traps have gained traction, which is good for competition.

Nature

An anti-poaching cloud cover

The Zoological Society of London (ZSL) has revealed how its collaboration with Google Cloud is helping protect endangered species from poachers.

Beyond developing custom machine learning models to identify and track threatened animals across the globe, ZSL used a network of acoustic sensors to listen for gunshots in a nature reserve in Cameroon. 

The organisation then used the data collected to generate insights on poacher activity, revealing key details like what time of day poachers tend to be more active and where. 

ZSL hopes to evolve these insights into a monitoring system that is able to provide alerts in real time.  

ComputerWeekly

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Weekly News: The Funny Side of AI

We are often discussing the dangerous implications of AI and what we can do to address them: bias, job losses… So it’s refreshing to be able to talk about its more benign side effects. Discover the funny side of AI.

3 stories to discover the funny side of AI

Football or bald head?

Do you enjoy football? How about bald heads?

Since the start of the pandemic, the world of sports has had to forgo live audiences in favour of live streamings. Bigger teams and leagues can afford proper TV crews to cover their matches, but smaller teams need to be more creative.   

A football team in Inverness, Scotland decided to use an AI-enabled camera to track the football’s movements. Unfortunately, and to the delight of the whole world, the camera tracked the referee’s bald head instead of the ball. Best match ever.

TNW


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What drones are really for

Few technologies have received as much public hype as drone technology. We all have a friend who enjoys chasing flocks of sheep with their little quadcopter. If you don’t, then you might be that friend.

But what are drones actually good for?

The non-consumer applications that first come to mind tend to be rather pessimistic. Surveillance, warfare… There is an understandable trust deficit when it comes to drones, but the technology’s potential is huge if we manage to overcome it.

From humanitarian aid in dangers zones to remote delivery and agriculture, drones can be extremely helpful in helping us get where we need to get more easily and in time. 

TechRadar

Funny side of AI: Game over for 1809

Microsoft is discontinuing service for Windows 10 version 1809 starting on November 10, so make sure all your systems are upgraded accordingly.

The cut will affect Windows 10 1809 for Home, Pro, Pro for Workstations, and IoT Core, which will stop receiving security updates and support.

Support for Windows 10 1803 for Enterprise, Education and IoT Enterprise will be extended until May 2021, as will the Enterprise and Education versions of 1809.    

TechRepublic

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Weekly News: The Rise of The Machines

Weekly news. Discover our news about IT: the rise of the machines, Bitcoin goes mainstream and Robin Hood strikes back

The rise of the machines

New report by the World Economic Forum (WEF) has forecasted that as much as half of all work tasks could be handled by machines by the year 2025. The rise of machines.

The think tank’s research, which spanned 300 of the world’s biggest companies, estimates that the so-called “robot revolution” will create 97 million jobs around the globe but destroy almost as many. 43% of respondents felt they were likely to cut jobs due to technological transformation in the near future.

Yet new jobs will emerge as a result, especially in the areas of healthcare, big data and the green economy. However, the Forum is calling for a conscious effort to ensure that no sectors of society are left behind.

BBC

Bitcoin goes mainstream

PayPal has announced that it will start allowing transactions in Bitcoin. The firm will also provide support for other cryptocurrencies including Ethereum and Litecoin.

The new features, which will debut in the U.S. shortly and worldwide next year, mark an important milestone in the normalisation of cryptocurrencies. 

The company sees the economy’s shift to digital currencies as inevitable, and it is committed to helping make them easier to use by the broader public. 

TechRadar

Robin Hood strikes back

A new emerging trend has cybersecurity and legal experts baffled: charitable cybercrime.

Also read our article & discover our interview: Leadership Failure: The Real Human Element Behind Cyber Attacks

The ransomware-as-a-business group DarkSide introduced itself to the world earlier this year, issuing a press release where they detailed how they picked their victims and pledged to leave non-profits, healthcare and governments alone. 

Well – these cybercriminals with a strong moral code are now taking it to a whole new level: they are donating their profits to charities.   

Two US-based organisations received equal payments of 0.88 bitcoin (or $10,000) in mid-October, money they say they will return as soon as possible. The authorities are warning NGOs around the globe to not accept donations from these cyber schemes, as that would make them legally liable for profiting from crime.  

ComputerWeekly

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Weekly News: Windows Made With Linux

Is Linux the new Windows?

The renowned open-source champion Eric Raymond has always been a huge Linux believer. 

Raymond has long argued that the OS is destined to rule the desktop market. Now he’s gone a step further by saying that it won’t be long before Windows 10 becomes a simple emulation layer on top the Linux kernel. 

According to Raymond, Microsoft’s latest investments in the Windows Subsystem for Linux (WSL) reveal that the Redmond, Virginia company might be quite aware of this impending shift. The company also has recently unveiled a Linux version of Edge for IT pros to test websites. 

But there’s more: the Windows emulation might ultimately disappear altogether, leaving us with a Microsoft shell that is basically all built on Linux.

ZDNet

AI: behind the screens

Despite the media buzz around AI, it can be difficult for someone who is not immersed in the technology to precisely tell you how and where it is being applied. 

Well, this week we got a behind-the-screens look at what developers are doing in both the public and the private sector.

The city of Amsterdam debuted the Algorithm Register, a portal where everyone can learn more about the various AI initiatives being implemented across the city. 

Also, Alexa developers unveiled how they get Amazon’s smart home assistant to interpret what users mean rather than what they say. Here’s more

The pandemic and S/4HANA implementation

S4HANA implementation was ramping up before COVID-19 hit the global business community. Now, as uncertainty piles up, some organisations might consider postponing their migration to SAP’s next-gen ERP until things settle down a bit. 

But should they? 

In an interview with TechTarget, S/4 experts recommend taking advantage of the current disruption. The slowdown in activity offers a great opportunity for IT departments to undergo a more thorough examination of their legacy ERP and come up with a better ecosystem that delivers greater business value.

The biggest challenge they face: convincing business leaders their S/4 project should move ahead.

TechTarget

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5 Online Courses to Get You Up-To-Speed with AI in 2023

Spoiler alert: Artificial Intelligence is the future of work. Or at least part of it. This is not to say that everyone will become an AI engineer. But in just a few years from now, a large part of job positions will require or reward AI skills that help employees be more efficient and dedicate themselves to higher-level tasks. Especially in areas like IT, where human error can have dire consequences. So what online AI courses are best to get you up-to-speed with this booming discipline?

AI has experienced a major explosion in popularity in recent years, becoming one of the fastest-growing roles in job markets across the world. Indeed, just at the beginning of the 2020, a LinkedIn report identified AI-related skills as the fourth most in-demand skills group among employers. And that was before the pandemic set in.

Since then, Artificial Intelligence has emerged as a compelling choice for students and professionals who want to keep up with innovation and trends. Analytics Insight points out very good reasons to study AI in 2023.

Bottom line: believe the hype. It’s about time you put on your AI boots if you still haven’t done so. Here are five courses to get you started that touch upon some of today’s core AI skills.


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1. Online AI courses : the basics

Artificial Intelligence

Firstly, how comfortable would you feel explaining to someone the difference between AI, machine learning and deep learning? What comes to mind when you hear the words ‘neural network’?

If you are not quite sure, start with the fundamentals. This Coursera course by IBM provides a good introductory overview of artificial intelligence and its many aspects:

2. One of the most popular online AI courses : Python

Python

Python is to AI what English is to Shakespeare’s plays. Thus, this nimble yet powerful language is one of the most popular among programmers and engineers, and, if you haven’t gotten around it already, well – you should.

This course on Udemy kicks off with a Python crash course and then gets into its data science and machine learning applications, covering the most widely used Python libraries and tools for AI (NumPy, Pandas, Matplotlib…):


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3. Machine learning

Machine Learning

In essence, machine learning is the use of algorithms to process data, learn from it and then act according to these learnings. Machine learning allows computers to autonomously learn and improve processes and assessments through experience, without being explicitly programmed beforehand. It’s pretty much ubiquitous these days –from your phone’s predictive keyboard to web searches.

This course by Stanford is a good starting point:

4. TensorFlow, neural networks and deep learning

TensorFlow

Moreover, developed by Google Brain Team, TensorFlow is an open-source library for numerical computation with powerful AI capabilities. TensorFlow is Python-friendly and is currently one of the most in-demand AI skills.   

This video offers a great hands-on introduction to building neural networks with TensorFlow:

The course requires previous Python literacy, so you should not jump into it before learning the language.   

5. Natural Language Processing (NPL)

Natural Language Processing (NPL)

Last but not least, NPL is a branch of artificial intelligence that focuses on analyzing, understanding and producing human language. It is an integral technology to many everyday features of the digital economy, from autocorrects to chatbots.

This Codecademy course provides a practical and project-based introduction to NPL:


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Weekly News: The Best Language for Economic Research

The Best Language for Economic Research

Python, Matlab, Julia — R. Who would win the battle of the best language for Economic research? That’s probably one of the most common online queries in the programming world. There is just something about humans and our obsession with chasing the very best of the best. 

Discover Python Projects to Try – From Beginner to Advanced

In reality, of course, each language has its nuances and areas in which it shines. Anyone claiming to have a definitive answer on the matter should come up with some solid arguments to back their verdict.

And that’s exactly what two London School of Economics researchers did. They looked at different languages based on the power of available libraries, the speed and possibilities when handling large datasets, and the speed and ease-of-use for a computationally intensive task.

Hint: the winner has a woman’s name.

Thanks, but no thanks

That’s the polite version of what UK students were shouting in front of the Department of Education over a week ago. The cause of their anger was an algorithm.  

University admission exams had been cancelled because of the pandemic. Teachers proposed predicting their student’s scores as a way to compromise. The education department dismissed the idea on the grounds that previous research had proved such estimates to be biased. Instead, they decided to use an algorithm.  

Well, that one turned out to be even more biased. Close to 40% of students received lower grades than what their teachers had predicted, potentially harming their chances to get into their university of choice. Those in working-class and disadvantaged communities were disproportionately affected.

The issue has now been fixed, but it’s a textbook examples of the dangers of AI bias.

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