Machine Learning

Using AI to generate lyrics

Can we make AI write music and lyrics for us? Can we train machines to express feelings and thoughts in…

Optimal Data Science: Latent Dirichlet Allocation

This is part of a series on demonstrating popular…

Relatório quinzenal da Operação Serenata de Amor — 002

Honest Guide to Machine Learning: Part Three

Natural Language Processing

How to Attract “Turkers” and Be the Ultimate Mechanical Turk Hero!

Intro to Mechanical Turk, Applications to Machine Learning, and Painless Data Collection

What’s covered in the article:

A Spoiler-Free Look at What WestWorld Says About OurWorld

Data-centric vs Model-centric

To the data science and machine learning community:

Learning the Artificial Intelligence

Why I’m taking AI Nanodegree program at Udacity

Founding Uber AI Labs

Posted by Jeff Holden, Chief Product Officer

Countdown to a Digital Workforce

I was recently interviewed at the Robotic Process Automation and Artificual Intelligence in Summit in…

Introducción a Machine Learning

Machine Learning, Big Data, Deep Learning, … ¿por qué cada día se oyen mas estos términos? y de hecho…

What you are describing is not really embedding. At least in the deep learning context, embedding usually refers to the (trainable) step to convert high-dimensional but sparse input data, which would otherwise be one-hot encoded, into lower-dimensional but dense distributed representation. This works for words, but also categorical features if you…

Artificial Intelligence in Health Care Weekly Roundup #4

Machine learning is revolutionizing healthcare.
Here are some…

Machine learning Week 1 — Supervised learning: regression and classification

I recently enrolled in Machine Learning course by Stanford University on Coursera. I am really excited about it. It seems that the week 1 course covers the introduction to Machine learning, its…

Every company is a data company

The rapid digitization of consumer touch-points and business processes made “data” all pervasive. Look…

Great article! Thanks for writing this. I’ve done something similar internally for my company but I did it using an unsupervised learning approach. So I found your supervised learning approach to generating embeddings interesting. That said I would’ve liked to have seen more explanation of what exactly the embeddings learned. In particular, did the…

Understanding Sequence to Sequence RNN

RNN are recurrent neural nets ,generally used for text processing. LSTM being a particular form of RNN. Consider a sequence to sequence example of adding two integers represented as strings. A simple RNN based model would comprise of a encoder and decoder RNN.

[Week 1 — Hello Restaurant]

This is our first article. Let us to talk about that what will we do/work in this project.

The sentiment analysis is one of work area in machine learning and there are many related researches associated text/documents classification, spam filtering. Our…

Why tackle Filter Bubbles, you ask?

Post-Election Pivot & Honing in on Social Media Platforms

This is a mind blowing transformation from lots of those we have been seeing. Also since the next face of AI is slowly getting into the play, I think we wouldn’t be able to handle the volatility around technology or whatever. I see abundant products nowadays having made of just the artificial intelligence and machine learning, it sort of feels like a threat.

Computers doing the thinking

Artificial Intelligence is very good at handling uncertainty.

Are you ready to be freed from a world of work?

I think it’s fair to call these embedding but the article could benefit from a bit more explanation. I didn’t really understand the embeddings were actually the first hidden layers weights until the end of the article

Decision trees and SQL (Part 1 — Decision trees)

Decision trees and simplicity

Some things I read this week 11/27–12/4

In case you missed last week:

Carbon immigrants — the intelligence revolution

AI Is Hot — but It’ll Fizzle If We Forget About Training Data

(Alternative title: AI Is Hot — but It’ll Fizzle Fo Shizzle If We Forget About Training Dizzle.) You couldn’t escape the buzz on artificial intelligence (AI) if you wanted to. Nearly every day there’s AI-related news —…

Measures of Center

We have 3 ways of measuring the center of a distribution:

1. The mean or average of our data
2. The median
3. The mode

Lets look at these three a bit more closely.

Top Tech New Stories You Missed Last Week

Happy Cyber Monday to you all, undoubtedly the most sanctified and unanimously-loved…

Examples of Machine Learning

Machine learning has begun to make a sweeping effect in technology today. What is more interesting is that teens are especially embracing it and using their creativity to utilize this new type of technology. These stories of teens taking strides in creating machine-learning…