Giuseppe Franco

46 Flips | 3 Magazines | 10 Likes | 7 Following | 1 Follower | @josephskeletron | Keep up with Giuseppe Franco on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Giuseppe Franco”

Neural Networks from a Bayesian Perspective

Understanding what a model doesn’t know is important both from the practitioner’s perspective and for the end users of many different machine …

With Q#, Microsoft is throwing programmers the keys to quantum

Computers are about to get weird.<p>After decades as theory, the first quantum computers now sit in a select few labs across the globe. They’re …

Quantum Computing

Last month two researchers from Shanghai clamed more accuracy and 100x speedup over other RNN approaches to sentiment analysis. Are they really onto something?

Where next? After SVMs, CNNs and Word Embeddings

The plethora of knowledge involved in Machine Learning is the most fabulous thing about the subject. The theoretical and coding balance requires a …

Machine Learning

AWS Lambda + Serverless Framework + Python— Part 1 : A Step By Step “Hello World”

I am creating a series of blog posts to help you develop, deploy and run (mostly) Python applications on AWS Lambda using Serverless Framwork.<p>You can …

Scale out your Pandas DataFrame operations using Dask - Data Blogger

In Pandas, one can easily apply operations on all the data using the apply method. However, this method is quite slow and is not useful when scaling …

How to Get Started in Machine Learning and Robotics

“It’s very easy to get intimidated,” says Hamayal Choudhry, the robotics engineer who co-created the smartARM, a robotic hand prosthetic that uses a …

Transfer learning for custom labels using a TensorFlow container and “bring your own algorithm” in Amazon SageMaker | Amazon Web Services

Data scientists and developers can use the Amazon SageMaker fully managed machine learning service to build and train machine learning (ML) models, …

GluonNLP — Deep Learning Toolkit for Natural Language Processing

Original author: Sheng Zha<br>Translated from https://zh.mxnet.io/blog/gluon-nlp<br>Editors: Hao Jin, Thomas Delteil<p><i>Why are the results of the latest models</i> …

TF Jam — Shooting Hoops with Machine Learning

By Abe Haskins (Twitter, Github)<p>In this article, we’ll dive into using Unity3D and TensorFlow to teach an AI to perform a simple in-game task: …

Understanding Word Embeddings

Understanding how different words are related based on the context they are used is an easy task for us humans. If we take an example of articles …

[P] Text Classification Models in TensorFlow

Implemented famous text classification models in TensorFlow: https://github.com/dongjun-Lee/text-classification-models-tfImplemented models are 1) …

PyTorch review: A deep learning framework built for speed

Deep learning is an important part of the business of Google, Amazon, Microsoft, and Facebook, as well as countless smaller companies. It has been …

The Shell Introduction I Wish I Had

Hey there past me. Hope you're doing well and keeping the horrible regrets to a minimum. I'm here to help in that regard. At least with …

Linux

[R] TextWorld: A learning environment for training reinforcement learning agents, inspired by text-based games - Microsoft Research

submitted by /u/tdcsbuilder <br>[link] [comments]

Machine Learning Made Easy

Remember the movie “The Imitation Game”? The tragic story of a brilliant man who decrypted secret German Enigma messages, indirectly shortened World …

Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification

<b>Prateek Jain, Praneeth Netrapalli, Sham M. Kakade, Rahul Kidambi, Aaron Sidford</b>; 18(223):1−42, 2018.<p>Abstract<p>This work characterizes the benefits of …

Hierarchical Clustering with Python and Scikit-Learn

Hierarchical clustering is a type of unsupervised machine learning algorithm used to cluster unlabeled data points. Like K-means clustering, …

DeepMind created a test to measure an AI’s ability to reason

<b>GENERAL INTELLIGENCE.</b> AI has gotten pretty good at completing specific tasks, but it’s still a long way from having general intelligence, the kind of …

First machine learning method capable of accurate extrapolation

Understanding how a robot will react under different conditions is essential to guaranteeing its safe operation. But how do you know what will break …

A new hope: AI for news media

To put it mildly, news media has been on the sidelines in AI development. As a consequence, in the age of AI-powered personalized interfaces, the news organizations don’t anymore get to define what’s real news, or, even more importantly, what’s truthful or trustworthy. Today, social media …

Databricks Aims To Simplify Building Machine Learning Models Through MLflow

Databricks, the Silicon Valley-based startup focused on commercializing Apache Spark, has developed MLflow, an open source toolkit for data scientists to manage the lifecycle of machine learning models.<p>Unlike traditional software development, machine learning relies on a plethora of tools. For each …

Machine Learning

This crash course in machine learning could be your ticket to a new career

Machine learning is a close cousin to AI, wherein computers can progressively improve they way they perform certain tasks just by analyzing data and …

Deep Learning Terminology From A To Z

It’s nearly impossible to read the news each morning without seeing something related to artificial intelligence or deep learning. Whether it is in the world of finance, healthcare, or transportation, deep learning has an incredibly wide spectrum of applications to make businesses more streamlined …

What Are The Biggest Unresolved Problems In Artificial Intelligence?

Shutterstock<p><i>What is the biggest unresolved problem for AI? originally appeared on Quora:</i> <i>the place to gain and share knowledge, empowering people to learn from others and better understand the world</i>.<p><b>Answer by Yohan John, Neuroscience PhD, on Quora:</b><p>I think the best way to understand all the things …

Artificial Intelligence

These Data Sets Are Just Waiting For Your Next Creative Project

Artificial intelligence isn't just for scary algorithms poised to take over our lives — it can also be a fun thing to play with, as we learned when …

Python WebServer With Flask and Raspberry Pi

Let’s create a simple WebServer to control things in your home.<p>There are a lot of ways to do that. For example, on my tutorial at Hackster, …

TensorFlow Tutorial For Beginners

<i>Originally published at</i> <i>https://www.datacamp.com/community/tutorials/tensorflow-tutorial</i><p>Deep learning is a subfield of machine learning that is a set …

10 Programming Books you Need to Read

Sometimes we want to reach the next level on programming and we just don’t know where to start. I’ve been there, with that sensation that I should do …

Index of Best AI/Machine Learning Resources

Artificial Intelligence/Machine Learning field is getting a lot of attention right now, and knowing where to start can be a little difficult.<p>I’ve …