Baptiste Bouffaut

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A Comprehensive Design Guide for Image Classification CNNs

So you want to do an image classification but don’t know where to start. Which pre-trained network do you use? How do you modify it to suit your …

Deep Learning

11 signs you’re writing great code

Bill Sourour has a great post on Medium about code he’s ashamed of from an ethical standpoint. But there are also a lot of technical reasons to be …

Microsoft Visual Studio

Top 7 Data Science Machine Learning GitHub Repositories in March 2018

Introduction<p>I live GitHub! Not only can you follow the work happening in different domains, but you can also collaborate on multiple open source …

Machine Learning

50 of the best chatbot use cases

Chatbots have already extended into so many aspects of our daily life — I wake up in the morning and ask Alexa( a voice bot by Amazon) to play my …

Chatbots

Serverless Architectures for Chatbot Development

In the past years we’ve seen the transformation of computing towards the Cloud paradigm. Sure it brought with itself a lot of benefits and changed a …

Understanding the Need for NLP in Your Chatbot

As chatbots have become more and more prevalent over the past few years, they have predominantly functioned as scripted, linear conversations where …

Selenium for Chatbots — Introducing Botium

This article shortly outlines the components and capabilities of Botium. Together with TestMyBot it provides a basic solution for automated testing …

Chatbots

How to Test a Chatbot — Part 2: Superpowers for the testers

In my previous post I introduced about the differences between testing a chatbot compared to testing other applications:<p>This article will outline my …

How to Test a Chatbot — Part 1: Why is it so hard ?

<i>This article series is about Chatbot testing. Common caveats and problems are described, common solutions are shown and common tools are presented.</i> …

Chatbots

Don't Even Try Managing a Remote Team Without These Tools

From onboarding to ongoing training and password management, these apps keep workers connected so you can focus on the bigger picture.<p>Opinions expressed by <i>Entrepreneur</i> contributors are their own.<p>If any of your employees work remotely, you already know the challenges that come with off-site team …

Project Management

Introducing TensorFlow.js: Machine Learning in Javascript

<i>Posted by</i> <i>Josh Gordon</i> <i>and</i> <i>Sara Robinson</i><i>, Developer Advocates</i><p>We’re excited to introduce TensorFlow.js, an open-source library you can use to define, …

JavaScript

Introducing Chatbase, Google’s Chatbot Analytics Platform!

If you were paying attention at Google I/O earlier this year, you undoubtedly remember Chatbase, Google’s very own and brand new chatbot analytics …

Chatbots

Custom Natural Language Processing from Google Sheets in two easy steps

Custom language models allow users to leverage tailor-made Natural Language Processing to understand textual content. These models allow businesses …

Natural Language Processing

Launch a GPU-backed Google Compute Engine instance and setup Tensorflow, Keras and Jupyter

Bringing the Udacity Self-Driving Car Nanodegree to Google Cloud Platform. The step-by-step guide. 🚗<p>Introduction<p>Back in June I became a student of …

Linux

25 Open Datasets for Deep Learning Every Data Scientist Must Work With

Introduction<p>The key to getting better at deep learning (or most fields in life) is practice. Practice on a variety of problems – from image …

Deep Learning

10 Machine Learning Algorithms You Should Know to Become a Data Scientist

Machine learning practitioners have different personalities. While some of them are “I am an expert in X and X can train on any type of data,” where …

A Free Oxford Course on Deep Learning: Cutting Edge Lessons in Artificial Intelligence

Nando de Freitas is a "machine learning professor at Oxford University, a lead research scientist at Google DeepMind, and a Fellow of the Canadian …

Artificial Intelligence

Automated Machine Learning

What is Automated Machine Learning?<p><i>Note: Before you learn about automated machine learning, you should definitely be familiar with what standard</i> …

REST vs GraphQL APIs, the Good, the Bad, the Ugly

note, this doc is written by my co-worker Derric, but we blog at the same place.<p>Since being introduced by Facebook, GraphQL has taken the API world …

Top 5 Data Science Machine Learning Repositories on GitHub in Feb 2018

Introduction<p>Continuing our theme of collecting and sharing the top machine learning GitHub repositories every month, the February edition is fresh …

Machine Learning

How to build a deep learning model in 15 minutes – tech-at

<i>An open source framework for configuring, building, deploying and maintaining deep learning models in Python.</i><p>As Instacart has grown, we’ve learned a …

Machine Learning

The 7 best deep learning books you should be reading right now

In today’s post I’m going to share with you the 7 best deep learning books (in no particular order) I have come across and would personally recommend …

Machine Learning

The Rise Of Artificial Intelligence As A Service In The Public Cloud

The first wave of cloud computing is attributed to platforms. Google App Engine, Engine Yard, Heroku, Azure delivered Platform as a Service (PaaS) to developers. The next big thing in the cloud was Infrastructure as a Service where customers could provision virtual machines and storage all by …

Machine Learning

Becoming a Machine Learning Engineer | Step 4: Practice, Practice, Practice

The best method to pick up essential machine learning skills fast is to practice building your skills with small easy to understand datasets. This …

Machine Learning

K-Nearest Neighbors Algorithm in Python and Scikit-Learn

The K-nearest neighbors (KNN) algorithm is a type of supervised machine learning algorithms. KNN is extremely easy to implement in its most basic …

ISSCC: Deep learning hardware boosts for AI

The International Solid-State Circuits Conference’s digital architecture sub‑committee took time out to talk about artificial intelligence …

Artificial Intelligence

Machine Learning Glossary

Machine Learning Glossary<p>This glossary defines general machine learning terms as well as terms specific to TensorFlow.<p>A<p>A/B testing<p>A statistical way …

MIT’s new chip could bring neural nets to battery-powered gadgets

MIT researchers have developed a chip designed to speed up the hard work of running neural networks, while also reducing the power consumed when doing so dramatically – by up to 95 percent, in fact. The basic concept involves simplifying the chip design so that shuttling of data between different …

Deep Learning

Google releases huge HDR+ image dataset for researchers

Google's HDR+ image processing is almost magical at times, and it's all thanks to machine learning. Just a few years ago, Google's cameras were below …