Using Apache Impala (incubating) on top of Apache Kudu (incubating) has significant performance benefits
Wesley Crushes Ratings
Dear Wesley Crusher,
dotify： Recommending Spotify Music Through Country Arithmetic
Ever since the release of word2vec I’ve been fascinated with embedding things - words, places, people - into vector space. Though not a mathematical historian, I don’t believe this concept is at all new: matrix factorization methods like Singular Value Decomposition have given us this ability for years. This said, one of the most exciting revelations of word2vec is the remarkably intuitive results of taking arithmetic combinations of these vectors - adding, subtracting, multiplying, etc. - with
First 3rd party notebook for Databricks Community Edition
I‘m happy to announce that my analysis about Golden State Warriors passing network is featured as the first 3rd party notebook to Databricks Community Edition in the latest databricks blog post.
Exploring convolutional neural networks with DL4J
TL;DR version: This post walks through an image classification problem hosted on Kaggle for Yelp. I use Scala, DeepLearning4J and convolutional neural networks. For a self-guided tour, check out the project on Github here.
Create a Chrome extension to modify a website’s HTML or CSS
A technique we use to visualise how Lateral recommendations would look and work on a website is to create a Chrome extension that inserts the recommendations at load time. This is useful because:
“Redshift View Materializer” Now on Github
Although Amazon Redshift is a fantastic data warehousing product, it lacks several of the features available in other database systems. One such feature is materialized views, which are just what they sound like… views that have been pre-calculated and physically stored on disk for faster querying, and which are updated on request.
Becoming a Data Scientist Podcast Episode 09： Justin Kiggins
Podcast Audio Links:Link to podcast Episode 9 audioPodcast’s RSS feed for podcast subscription appsPodcast on StitcherPodcast on iTunes
Where Will Your Country Stand in World War III?
In the recent Panama Papers scandal, journalists analyzed 11.5 million documents using network graphs to trace the use of offshore tax structures. In this chapter, we use a network graph technique called Social Network Analysis (SNA) to map weapons transfer between countries. By analyzing bilateral weapons trade, a network of multilateral ties can be distilled, providing insights into the complex arena of international politics.
Eiffel Tower
The Eiffel Tower is one of the most iconic structures in the World.This lattice iron tower was built in 1889 by Gustave Eiffel as the entrance for the World’s fair. There are so many superlatives about the tower it’s impossible to know where to start:It’s the tallest structure in France. (1,064ft tall).It’s the most visited paid monument in the World.Over a quarter of a billion people have visited so far, with an average of 25,000 additional people visiting every day.Before the Eiffel Tower was built, the tallest man-made structure in the World was the Washington Monument (which the tower exceeded by almost a factor of two!). After construction, the Eiffel Tower was the World’s tallest structure for over 40 years; until it the construction of the Chrysler Building in 1930. Then, in 1957, a taller antenna was installed at the top of the Tower, leapfrogging Eiffel’s structure to be taller than the Chrysler building once more! It’s still taller than the Chrysler Building today.The tower comprises 18,038 individual metal pieces held together by 2.5 million rivets.There are 1,710 steps to the top of the third floor (today, visitors can only take the steps up to the first two levels).The iron of the tower weighs 7,300 metric tonnes.The height of the Eiffel Tower varies by up to 15 cm (5.9 in) due to thermal expansion.Every seven years, approximately 50 tonnes of paint are applied to prevent rusting.TriviaThen there are pieces of trivia:It was designed to only be a temporary structure, and dismantled after the fair.It was initially criticized by some of France’s leading artists and designers.Upon the German occupation of Paris in 1940, the lift cables were cut by the French (they were not repaired until 1946). If Hitler wanted to get to the top, he would have had to walk up; he elected to stay on the ground. As the Germans were being driven out of France, Hitler ordered the tower to be destroyed (along with much of the rest of the city); his order was disobeyed.Gustave Eiffel built himself a small apartment at the top, and a laboratory.Gustave Eiffel engraved on the tower the names of 72 French scientists, engineers, and mathematicians in recognition of their contributions to the building of the tower. However, the most startling piece of trivia that I’ve heard about the tower is that it weighs less than the cylindrical column of air that it sits in! That’s right, if cylindrical tube were placed over the tower, the weight of the volume if air inside the tube would exceed that of the metal in the tower. (I believe this fact might have been mentioned on Mythbusters). Is it true? Let’s find out …IronAccording to the internet, the iron used in the construction of the tower came from Reșița in Romania.The density of wrought iron is approximately: 7.70 g/cm3At a weight of 7,300 tonnes, this amount of iron has a volume of approximately: 948 m3If melted down into a sphere of iron, this ball would have a radius of just 6.1 mIf flattened into a coin with a diameter the circumscribes the base of the tower, it will be just 4 cm thick!That’s not a lot of iron. The lattice structure is pretty efficient. |