Categories machine learning

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Keeping 2 billion Android devices safe with machine learning

Posted by Sai Deep Tetali, Software Engineer, Google Play Protect At Google I/O 2017, we introduced Google Play Protect, our comprehensive set of security services for Android. While the name is new, the smarts powering Play Protect have protected Android users for years. Google Play Protect’s suite of mobile threat […]

Difference between AI, Machine Learning and Deep Learning

The concept of artificial intelligence (AI) is definitely not a new one. For most of us, our first encounter was through the science fiction (Sci-fi) movies. We have been gripped by The Terminator series, The Matrix, I. Robot, Ex Machina, all depicting the amazing imagination of humans to innovate and […]

COUNTLESS 3D— Vectorized 2x Downsampling of Labeled Volume Images Using Python and Numpy

A visualization of a 2x2x2 downsample of a labeled dataset. This is what COUNTLESS 3D does. Previously, I demonstrated a fully vectorized algorithm, COUNTLESS, that downsampled labeled images by finding the mode of 2×2 patches without counting pixel value frequencies. Here, I generalize COUNTLESS to 3D images using a 2x2x2 patch […]

How I generated inspirational quotes with less than 20 lines of python code

“Don’t think of the overwhelming majority of the impossible.”“Grew up your bliss and the world.”“what we would end create, creates the ground and you are the one to warm it”“look and give up in miracles” All the quotes above have been generated by a computer, using a program that consists […]

Combining Machine Learning and Cognitive Analysis for Profitable Cryptocurrency Trading

Fluctuations in the cryptocurrency market is seen by some people as a sign of instability, therefore they feel that the crypto ecosystem is unpredictable and should be avoided. For most traders and speculators, this is the best mood of the market because huge swings also means increased opportunities to make […]

How to write a production-level code in Data Science?

dreamstime/Scyther5 Ability to write a production-level code is one of the sought-after skills for a data scientist role— either posted explicitly or not. For a software engineer turned data scientist this may not sound like a challenging task as they might have already perfected their skill at developing production level […]

My Journey into Machine Learning: Class 1

I am a first-year graduate student at New York University, pursing Computer Science. I have decided to maintain notes on my graduate course, ‘Machine Learning’ on Medium. I believe it is the most powerful medium (no pun intended!) to share and may help a lot of interested readers in getting […]

Scraping and Models and Games, Oh My!

(Beautiful) Soup of the Day Note: This isn’t intended to be a hyper-technical blog. However, if you’re a guy or gal who’s into that kind of thing, here’s this project’s code on my GitHub! Full disclosure: I’m exhausted. I presented my first major solo project here at Metis this morning. It was […]

Fighting Cancer with Artificial Intelligence

Cutaneous anaplastic large cell lymphoma (ALCL) By L. Wozniak & K. W. Zielinski — Own work, CC BY-SA 3.0 Fighting Cancer with Artificial Intelligence: Part 0 — Deep Learning This August, I heard the words that no one wants to hear from their doctor: “You have cancer.” I was diagnosed with a rare non-Hodgkin’s lymphoma. After […]

AI for Dinosaurs

Knowing a little about everything is often better than having one expert skill. This is particularly true for people entering the debate in emerging markets. Most notably, tech. Most folks think they know a little about AI. But the field is so new and growing so fast that the current experts […]