Apache Spark runs fast, offers robust, distributed, fault-tolerant data objects, and integrates beautifully with the world of machine learning and graph analytics. Learn more here.

Earn a Master of Professional Studies in Data Analytics online through Penn State World Campus – and you can add in-demand skills to your wheelhouse while you continue to work.

If you find yourself quarantined and looking for free learning materials in the way of books and courses to sharpen your data science and machine learning skills, this collection of articles I have previously written curating such things is for you.

How far we are from achieving Artificial General Intelligence? We answer this through the study of three limitations of current machine learning.

An introduction to the DBSCAN algorithm and its Implementation in Python.

Also: Should Data Scientists Model COVID19 and other Biological Events; 5 Papers on CNNs Every Data Scientist Should Read; 24 Best (and Free) Books To Understand Machine Learning; Mathematics for Machine Learning: The Free eBook; Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World

Check out these 10 books that can help data scientists and aspiring data scientists learn machine learning today.

The book Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing by Ron Kohavi (Microsoft, Airbnb), Diane Tang (Google) and Ya Xu (LinkedIn) is available for purchase, with the authors proceeds from the book being donated to charity.

Also: Should Data Scientists Model COVID19 and other Biological Events; Learning during a crisis (Data Science 90-day learning challenge); Data Transformation: Standardization vs Normalization; DBSCAN Clustering Algorithm in Machine Learning; Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World

Interactive visualizations are an effective method for understanding the COVID-19 pandemic. This article presents a repository filled with just such insightful interactions.

Also: A Concise Course in Statistical Inference: The Free eBook; ML Ops: Machine Learning as an Engineering Discipline; Learning during a crisis (#DataScience 90-day learning challenge) ; Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition

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

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

5 cool Python libraries for Data Science; NLP Recipes: Best Practices and Examples; Deep Learning: The Free eBook; Demystifying the AI Infrastructure Stack; and more.

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.

Advertisers concerned with brand safety can choose to exclude ads from appearing in Live content.

Please visit Marketing Land for the full article.

Acoustic’s head of product marketing said his company made major pivots at the start of last month. This is how he built a martech stack that allowed for such massive shifts.

Please visit Marketing Land for the full article.

This year,the company says it has removed “tens of millions” of COVID-19 related ads.

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.

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.

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) - Britain's deputy chief medical officer said on Saturday he was confident the coronavirus "R" number, a measure of the rate of contagion, was below 1 across the United Kingdom. "I am confident that our R is less than 1 overall," Jonathan Van-Tam said at the government's daily news briefing

The post Senior UK medic confident "R" contagion number below 1 across country 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.

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

Paul Hemp, HBR senior editor and author of the article "Are You Ready for E-tailing 2.0?"