The Dataiku Blog

Future Data Analyst Role #1: The Data Explorer

What does the future look like for data and business analysts? From our perspective, it's exceedingly bright, because if you're an analyst today, you're in a better position than anyone else to...

organization, machine learning, Data analysis | September 28, 2017 | Robert Kelley

Some Recommendations on Recommendation Engines

Today, recommendation engines are ubiquitous. While some are easy to spot, featured in a nice neat “Recommended for You” section, so many more lurk behind the scenes. In fact, it’s entirely likely...

data science, machine learning, recommendation systems | September 18, 2017 | Lynn Heidmann

Predict Your Most Profitable Customers with Dataiku

Imagine: you have a global e-commerce company selling and shipping products all around the world. You would love to be able to predict which customers will bring the most value to your business so...

Product, machine learning, predictive analytics | August 30, 2017 | Robert Kelley

Watch a Clustering Algorithm Work in the Wild

Previously, we’ve discussed regression and classification algorithms, and now that you're an expert in these types of supervised learning, it's time to delve into unsupervised learning....

Data Science Basics, machine learning, clustering | August 16, 2017 | Robert Kelley

Want a Robust Model? Try These Validation Strategies [Infographic]

When evaluating machine learning models, the validation step helps you find the best parameters for your model while also preventing it from becoming overfitted. Two of the most popular strategies...

Data Science Basics, machine learning, Data analysis | July 12, 2017 | Robert Kelley

To Predictive Maintenance and Beyond with Second-Order Analytics

With many types of predictive analytics strategies, just making a prediction often isn’t enough (or it isn’t the end goal); value really comes in the decisions that follow that prediction. But...

data science, machine learning, second-order analytics | July 06, 2017 | Lynn Heidmann

How to Figure Out if Your Model Sucks

We’ve spoken before about basic concepts in data science and machine learning algorithms, and so by this point, you might have already created a machine learning model. But now the question is:...

Data Science Basics, machine learning, Infographic | June 15, 2017 | Robert Kelley

Guest Post: Predicting Connections to ISIS Based on Tweet Content

One very important use case for predictive analytics and machine learning is security, both in the virtual and in the physical sense. Every day, organizations across the world are analyzing...

data science, machine learning, predictive analytics | March 30, 2017 | Lynn Heidmann

An Introduction to Key Data Science Concepts

Here at Dataiku, we frequently stress the importance of collaboration in building a successful data team. In short, successful data science and analytics are just as much about creativity as they...

Data Science Basics, machine learning, Infographic | March 09, 2017 | Robert Kelley

Predict (and Prevent) Customer Churn

It’s pretty simple: churn happens when your customers are customers no longer. For any business (even those gaining customers quickly), this can be a devastating problem; but fortunately...

data science, machine learning, churn | March 01, 2017 | Lynn Heidmann

Mapping Predicted and Real Rates of Crime in Greater London

Using ESRI and Dataiku Data Science Studio (DSS), here’s how to create an interactive map with Web AppBuilde for ArcGIS that will reveal the different levels of predicted and real crimes in...

data science, machine learning, Data analysis | February 13, 2017 | Nicolas Gakrelidz

Machine Learning Explained: Algorithms Are Your Friend

We hear the term “machine learning” a lot these days, usually in the context of predictive analysis and artificial intelligence. Machine learning is, more or less, a way for computers to learn...

Data Science Basics, machine learning, Data analysis | January 19, 2017 | Robert Kelley

Predicting London Crime Rates Using Machine Learning

Predicting the number and even the type of crimes being committed in the Greater London area each month is no easy task, but here’s how I cracked it, with Dataiku Data Science Studio (DSS).

This...

data science, machine learning, tutorial | January 14, 2017 | Nicolas Gakrelidz

Webinar 20 | Looking for Christmas Cheer On Twitter With Dataiku DSS

On December 14th, Pouya Yousefi (lead machine learning engineer at Dataiku) presented our twentieth Webinar, "Looking for Christmas Cheer On Twitter With Dataiku DSS".

In this video, Pouya uses ...

data science, Technology, data, machine learning | December 21, 2016 | Thomas Thus

Win a Drone from Our First Data Science Holiday Quiz!

As you may already know, at Dataiku we love taking care of our users, followers, and fans. So, as we approach the festive period of Christmas and New Year, we have a special announcement to make:...

big data, data science, Technology, Events, machine learning | November 30, 2016 | Thomas Thus

How To Use Deep Learning And Transfer Learning To Tag Images

I joined Dataiku a few months ago to work on applying Deep Learning to image classification. I’m about to show you how to automatically tag images using a pre-trained neural network.

data science, machine learning, deep learning | November 22, 2016 | Yannis Ghazouani

Webinar 19 | How to Properly Manage Your Loan Delinquency Prediction Project With Dataiku DSS

On October 27th, Alexandre Hubert (one of our top data scientists at Dataiku) presented our nineteenth Webinar, "How to Properly Manage Your Loan Delinquency Prediction Project With Dataiku DSS".

...

data science, Technology, data, machine learning | October 30, 2016 | Thomas Thus
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