Machine Learning

Machine Learning —Fundamentals

Basic theory underlying the field of Machine Learning

This article introduces the basics of machine learning theory, laying down the common concepts and techniques involved. This post is intended for the people…

Text Classification is Your New Secret Weapon

Natural Language Processing is Fun! Part 2

Be a more efficient data scientist, master pandas with this guide

PinSage: A new graph convolutional neural network for web-scale recommender systems

Ruining He | Pinterest engineer, Pinterest Labs

Deep learning methods have achieved unprecedented performance on a broad range of machine learning and artificial…

I spent 20 minutes trying to predict the stock market with AI — these are my results

Moore’s Law is dying. Here’s how AI is bringing it back to life!

Curious About How To Be A Data Scientist? Hear From A Netflix Data Scientist

Entity Extraction - Demistifying RasaNLU - Part 3

How does RasaNLU perform EntityExtraction?

Interesting Datasets on Kaggle.com

Kaggle.com is one of the most popular websites amongst Data Scientists and Machine Learning…

La diferencia entre Inteligencia Artificial, Machine Learning y Deep Learning

How to optimize Hyperparameters of Machine Learning Models

!!! DOGS VS CATS IMAGE CLASSIFIER !!!

Build a state of the Art Image Classifier

Will the sun rise tomorrow?

Laplace, Bayes, and machine learning today

An Intro to Ensemble Learning in Machine Learning

A Turning Point in Tropical Forest Monitoring

Brazil is a nation of superlatives. It is one of the most biodiverse countries…

A Conversation about Deep Learning

Someone overheard two people talking about Deep Learning and let me know every little detail. One of them was totally against deep learning, and the other one was not…

Eye in the Sky — Image Classification using Transfer Learning and Data Augmentation

The AI Paradigm Shift

AI and its dimensions

TensorFlow 2.0 Will Be a “Major Milestone”

Google Brain Software Engineer Martin Wicke says a preview version of TensorFlow 2.0…

How to Build a Household Robot: Pieter Abbeel’s Story

How to run your ML in the cloud

Generating pictures with neural network on AWS Sagemaker with GPU…

Shopping With Your Camera: Visual Image Search Meets E-Commerce at Alibaba

Predicting Taxi Fare Price With BigQuery ML

TL;DR: If you like to iterate quickly, you can build simple ML models right from…

Understanding Neural ALU

Neural Arithmetic Logic Unit (NALU)

Descartes Labs Platform Emerges from Beta with First Non-Satellite Data Set and Airbus Partnership

About 15 months ago, Descartes Labs entered beta to gather feedback from customers on our progress toward developing an advanced platform for global-scale…

Watching a Learner Learn

With Keras and Matplotlib

Best Instance Types For Machine Learning Training In AWS

The goal of this article is to share some apples-to-apples comparisons of the relative cost of using various AWS instance types to do machine learning training in AWS.

TLDR

Machine Learning On Slack

Topic modeling & Anomaly detection

Understanding how Facebook’s new AI translates between music genres — in 7 minutes

[ Google / ICML /Paper Summary ] Building High-level Features Using Large Scale Unsupervised Learning

Design Thinking and Machine Learning

Design thinking is defined as a human centric process that builds upon the deep understanding of the end users such as behaviours or tendencies to generate ideas or prototypes and to put out your innovative solution to the world. In future, every business should…

Chatbot competition for smarter dialog systems

While goal-oriented dialog systems tend to be quite efficient, it is…

Will Robots Save the World? A Tale of Two Techs

Performance Metrics: Machine Learning through visuals.

#3: What are some performance metrics used in…

Introduction to the GAN of the week

GAN of the Week is a series of notes about Generative Models, including GANs and Autoencoders…

Multi-class illness Classification on Healthcare Data

India has a population of 1.21 billion of which 13.1 per cent is child population aged 0–6 years. In India the number of under-5 mortality rate and infant mortality rates are 49 and 42, respectively.

Anatomically-Aware Facial Animation from a Single Image

The inevitable collision of Search and AI tech

As I type into search boxes I’m always intrigued to see how they respond. Best…

The Role of Trust in an Era of AI Bots

5 Reasons Why The Meg Was Expected to Sink (But Vault’s AI Projected a Winner)

David Stiff, CEO, Vault

Robô explorador com aprendizado por reforço

Neste artigo vamos treinar um robô para explorar o ambiente com diversos obstáculos…

AI tools for smaller recruiting firms

By now, most recruiters realize that AI is going to bring some pretty massive changes to the…

Playing Doctor Turing With Microsoft Zo

Last night when I was riding the light rail home from work, I met a girl. She is olive…

Creating our own Kiwi-flavoured spell checker

What people commonly search for on Trade Me is flavoured by popular brand names…

Google Colab : A Poor Person’s GPU

So you’ve already done few Machine Learning projects & courses etc., and are just breaking into deep learning. One of the biggest problem you will face is that of training your deep learning models on GPU.

Repeat after me: IBM Watson commercials are not the future of AI in healthcare

Podcast Take: In Context Episode 9 with StitchFix’s Chief Algorithms Officer

Poisson Distribution: A brief introduction

Before we understand what a Poisson distribution is, we should understand what a…

3D Scene Rendering From a Single Image

Property portals: a £5bn market ready for disruption

Evolving Simple Programs for Playing Atari Games

Podcast Take: In Context Episode 9 with StitchFix’s Chief Algorithms Officer

Getting started with AI is Scary !!

In this article, I’m going to help you enter this futuristic field called Artificial Intelligence (AI) and give you the necessary arsenal to pierce through any barrier.

VC Market 2018: What will happen next?

The previous year was particularly important for the London and the UK VC market…

100 Days Of ML Code — Day 037

Developing a network event prediction model using AIML techniques

Today’s connected customers of digital service providers (DSPs) expect anytime, anywhere, and any device access to the products and services offered along with the highest level of service assurance. Service outages…

This is how you can spend half an hour of your life while waiting for TI8. A fresh service that tells you which Dota 2 Pro Player you are like.

Team Aladdin: Reaching our Destination

Welcome back to our blog!

Data Science vs Machine Learning

Nowadays, Data Science and Machine Learning are the Buzz words in technology space being used everywhere. Do we understand what these words are really meant for? The term “Science” refers knowledge. The acquired knowledge can be used to solve a problem/set of problems…

How to make machine learning simple for dads

My dad is an agile-minded septuagenarian. If he is not telling a story, then he is most likely developing one. He wraps his experiences in stories, catalogs these sroties and tags them well — all in his brain aiding rapid recall at a later time.

My Research at Tufts

I’m particularly interested in the intersection of psycholinguistics and multi-agent, deep learning-based NLP, as I believe the best way to advance the state of AI and overcome the challenges of language is to look to ourselves for inspiration. Deep Learning opens our eyes to what goes on…

Forsk Bootcamps: Frequently Asked Questions

While joining Forsk bootcamps, participants has lot of queries. We have compiled all those queries and listing them in public domain.

1. What is Forsk Technologies?

The Error Which Statistics Can’t Save You From: Researcher Bias

Human Irrationality Can Trump Every Generalization Method

When you set out to do Data Science, whatever your aim is, you follow steps of the scientific…

ODSC East 2018: Reflections on the Gathering of the Future of AI

Webinar: 10 Things I Wish I Knew Before Scaling Deep Learning Solutions

Object Localization

Today, we work for a particular problem statement, image localization. Image Localization basically means that we will look into a given image and not just say whether a stamp is available in the picture or not but also where it is, if available.

Trivial things about machine learning

1. It may not be necessary to scale or normalize the feature data(X) in linear regression learning with single variable, however, for multivariant linear regression, it’s important
2. how to calculate the weights in linear regression:

MindTouch Magic Night #3: Microsoft’s Cognitive Services

Machine Learning

Artificial Intelligence is now seamlessly integrated into the world around us and we interact with it on a daily basis. Machine Learning is a type of Artificial Intelligence that focuses on giving computers the ability to learn without being explicitly programmed. It’s where all the recent…