GIS has mostly been behind more popular buzzwords like machine learning and deep learning. GIS has always been around us in the background being used in government, business, medicine, real estate, transport, manufacturing etc.

Here is an overview of another great natural language processing resource, this time from Microsoft, which demonstrates best practices and implementation guidelines for a variety of tasks and scenarios.

This post explains using a pre-trained GAN to generate human faces, and discusses the most common generative pitfalls associated with doing so.

This article demonstrates how building a smarter API serving Deep Learning models minimizes the response time.

AI tools and services are expanding at a rapid clip, and keeping a handle on this evolving ecosystem is crucial for the success of your AI projects. This framework will help you build your technical stack to deploy AI projects faster and at scale.

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

"Deep Learning" is the quintessential book for understanding deep learning theory, and you can still read it freely online.

This post will unravel a practical example to illustrate and motivate the intuition behind each step of the spectral clustering algorithm.

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

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

Train a "blackbox" GBM model on a real dataset and make it explainable with SHAP.

What are Some 'Advanced ' #AI and #MachineLearning Online Courses?; 24 Best (and Free) Books To Understand Machine Learning; Top 5 must-have #DataScience skills for 2020

Check out this comprehensive guide to model optimization techniques.

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.

As can be common in many technical fields, the landscape of specialized roles is evolving quickly. With more people learning at least a little machine learning, this could eventually become a common skill set for every software engineer.

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.

Love it or hate it, the double sidebar makes context switching a lot easier as you move between ad accounts or from other search engines.

Please visit Marketing Land for the full article.

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.

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

Please visit Marketing Land for the full article.

As we progress, it is important to adapt your strategy, organization and communication.

Please visit Marketing Land for the full article.

With the workforce at home, a rise in agile adoption, and organizations making major pivots in strategy, the need for these types of platforms is likely to continue.

Please visit Marketing Land for the full article.

We want to know how your thoughts on attending live person events through the end of this year.

Please visit Marketing Land for the full article.

This is the first time Google says it has provided this kind of data to the public.

Please visit Marketing Land for the full article.

Smoking is one of the dangerous habits our society is addicted to. It breaks my heart to see people who have successfully quit smoking, return to it. Their excuse is usually as flimsy as unbearable work stress or mid-life crisis. Well, how does smoking help you combat those problems, I wonder? Allow me to offer compelling reasons on why you should quit smoking.

The post Why You Should Quit Smoking? appeared first on Perfect Skin Care for you.

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.

Lack of exercise or any type of physical activity not only causes high blood pressure, cardiac arrests and diabetes but also leads to elevated levels of stress, anxiety, insomnia and depression and, in some cases, even early death. It also leads to loss of focus, lack of attention and concentration along with decreased levels of energy and feeling of lethargy. Incidentally, women and older adults are more prone to lead an inactive lifestyle compared to men.

The post How is an Inactive Lifestyle causing your Health Problems? appeared first on Perfect Skin Care for you.

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.

Usually, you are more prone to infections due to a weakened immune system. In my case, my lower body muscles had stiffened up and it had become extremely difficult for me to sit on the floor or squat or even bend for a few seconds. Body needs a lot of rest after undergoing a serious ailment. Instead of pushing the your body, understand the body’s needs and abilities and respect it. This is a temporary phase and it will recover, do not worry. In the meantime, eat healthy and protect your body from all factors which may make you fall sick.

The post How to Stop Getting Sick all the time after a serious illness? appeared first on Perfect Skin Care for you.

By Rod Nickel WINNIPEG, Manitoba (Reuters) - Prime Minister Justin Trudeau warned that if provinces move too quickly to reopen their economies, a second wave of the coronavirus pandemic could send Canada "back into confinement this summer." Trudeau, who represents a Montreal, Quebec riding, said on Saturday that he is concerned about the virus' spread in that province, the country's epicenter. Canada's death toll rose 3.5% to 4,628 from a day earlier, while cases approached 67,000.

The post Trudeau warns premature reopening could send Canada ‘back into confinement’ appeared first on Firstpost.

LONDON (Reuters) - A trial of Britain's proposed coronavirus test-and-trace app being conducted on the Isle of Wight off the coast of southern England is going well, Transort Secretary Grant Shapps said on Saturday. "The trial in the Isle of Wight of that tracking app, the NHSX app designed to help assist people, is going well

The post UK test-and-trace app trial on Isle of Wight "going well" – minister appeared first on Firstpost.

FREETOWN (Reuters) - Sierra Leone's president Julius Maada Bio has accused the main opposition party of orchestrating a spate of violent incidents, deepening a political standoff that risks undermining the country's efforts to contain a coronavirus outbreak. At least 18 people have died in three riots in separate parts of the country in recent weeks, including a disturbance at Freetown's central prison on April 29 which started after an inmate tested positive for the virus. In a televised address, Bio claimed members of the All People's Congress (APC) party were behind the violence.

The post Sierra Leone’s president accuses main opposition party of inciting violence appeared first on Firstpost.

LONDON (Reuters) - More commuters should consider cycling or walking when Britain's coronavirus lockdown is eased to take the pressure off public transport capacity that is likely to drop by 90% under social distancing requirements, Transport Minister Grant Shapps said on Saturday. He urged people to continue to work from home where possible, but said those who did have to commute to work should consider cycling or walking rather than using their cars

The post UK commuters face cycling or walking to work once lockdown is eased appeared first on Firstpost.

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.

In the final round encounter against Russia, India's Vidit Gujrathi was beaten by Vladislav Artemiev, while B Adhiban was tamed by Dmitry Andreikin.

The post Online Nations Cup: India finish fith after suffering consecutive defeats at hands of China, Russia appeared first on Firstpost.

Paul Hemp, HBR senior editor and author of the article "Avatar-Based Marketing."

Michael Watkins, chairman of Genesis Advisers and author of "Shaping the Game." Also: Fred Reichheld, fellow at Bain & Company.

David Garvin, Harvard Business School professor. Also: Judith Ross on retaining your top performers during times of change.

Mark Gerzon, mediation expert and author of "Leading Through Conflict: How Successful Leaders Transform Differences into Opportunities."

Henry Chesbrough, author of "Open Innovation: The New Imperative for Creating and Profiting from Technology."

Felix Oberholzer, Harvard Business School professor.

Darrell Rigby, Bain & Company partner and head of the firm's global retail practice. Also: Leon Gorman, chairman of L.L.Bean.

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