deep learning Archives

Machine learning is now seen as a silver bullet for solving all problems, but sometimes it is not the answer.

The Limitations of Machine Learning

#artificial intelligence #Data Science #deep learning #machine learning #ML

Most people reading this are likely familiar with machine learning and the relevant algorithms used to classify or predict outcomes based on data. However, it is important to understand that machine learning is not the answer to all problems. Given the usefulness of machine learning, it can be hard to accept that sometimes it is not the best solution to a problem.

Teaching AI to read?

Pythia: Facebook’s deep learning framework for the vision and language domain

#deep learning

The latest open sourced tool from Facebook AI Research is Pythia, a deep learning framework designed to help with Visual Question Answering. It is built on top of the PyTorch framework and offers a modular design for building AI models. Take a peek at the research involved.

So good it's scary

This Python-based framework has everything you need for building graph neural networks

#deep learning

We’ve got another one to add to the impressive stack of deep learning uses. Spektral is for deep learning on graphs and uses the Keras API. While the project is still in progress, this Ph.D. worthy framework built in Python has everything you need for building graph neural networks.

It's all about writing zero code

Uber’s Ludwig makes deep learning more understandable for amateurs and faster for experts

#deep learning

Uber strikes back with the open sourcing another tool! This time, we take a look at Ludwig, is a toolbox that makes deep learning easier to understand for non-experts and faster for experts as well as researchers.

An introduction to using neural networks

Deep learning for search: Using word2vec

#deep learning #neural networks #word2vec

What is word2vec? This neural network algorithm has a number of interesting use cases, especially for search. In this excerpt from Deep Learning for Search, Tommaso Teofili explains how you can use word2vec to map datasets with neural networks.

Watch Khanderao Kand's JAX London 2017 session

Deep learning anomalies with TensorFlow and Apache Spark

#apache spark #deep learning #TensorFlow

Deep learning is always among the hottest topics and TensorFlow is one of the most popular frameworks out there. In this session, Khanderao Kand goes through some deep learning concepts in general and TensorFlow and Apache Spark in specific.

Time to study up on deep learning

Why deep learning is an essential tool for developers

#artificial intelligence #deep learning

The field of artificial intelligence has shown tremendous progress in the past decade. But there’s more to AI than chess-playing robots. Mat Leonard, the Head of Udacity’s School of AI, explains how the history of deep learning is the history of a programming revolution. Are you ready for Software 2.0?

AI your way to a better job

Learn to code AI with Deeplearning.ai

#artificial intelligence #deep learning #machine learning

Just off a stint at Baidu’s AI Group, Andrew Ng is here to bring artificial intelligence to the masses. Deeplearning.ai and Coursera are teaming up to bring a new sequence of online classes to help you learn to code AI.