The Dataiku Blog

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).


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

Using Data Science for Digital Marketing Optimization

Digital marketing optimization amounts to developing digital media mechanisms which improve conversion of website visitors into customers of your products or services.

marketing, data science, tutorial | December 27, 2016 | Francois Vanderseypen

Donald Trump, Hillary Clinton, and Non-Negative Matrix Factorization

This tutorial will show how (at a very high level) Non-negative Matrix Factorization(NMF) applied to a matrix of Term Frequency-Inverse Document Frequency (TF-IDF) can be used to extract topics...

data science, tutorial, natural language processing | November 06, 2016 | Jean-Yves Gérardy

Dataiku and Microsoft: A Complete Data Analytics Platform

One of the advantages to the Microsoft ecosystem is just how comprehensive it is. From Azure to HDInsight to Power BI, there are many ways Microsoft can enhance your data analytics experience. And...

Data Preparation, tutorial, Data analysis | October 20, 2016 | Robert Kelley

5 Ways to Manage Your Twitter Account With Dataiku

At Sonra, we have created a couple of Twitter plugins that will turn Dataiku Data Science Studio (DSS) into an efficient engine to manage your Twitter account(s). In this post we will cover the...

tutorial, Data analysis, twitter | July 27, 2016 | Uli Bethke

How to Build a Play Recommendation Engine for the Avignon Festival with Dataiku DSS

Today I'm going to tell you about a project that was inspired by an overheard conversation during lunch: Alivia Smith (whom you'll already be familiar with if you're an avid reader of our blog)...

data science, machine learning, tutorial | July 11, 2016 | Clara Gainon de Forsan

From Solving X To Predicting the Future

Here, I'm going to tell you how I developed my very first machine learning model in Dataiku DSS and managed to make some great predictions.

data science, Technology, tutorial | April 28, 2016 | Philippe Chiberre

Investigating Geographic Response Rates of 311 Calls

Government data can often reveal suprising insights about the way communities are served. Here, I used Dataiku DSS to analyze data about 311 calls in New York City. My goal was to determine...

data science, Technology, tutorial | April 04, 2016 | Jed Dougherty

Predicting Churn in World of Warcraft [Video]

Predicting which user/client will churn (i.e., never use your services ever again) is one of the key use cases for data science in marketing. In this video, we'll build a project predicting churn,...

marketing, video, data science, tutorial | April 04, 2016 | Pierre Pfennig

Data Science for Biotech #2: Sequencing DNA with RNA-Seq

This is a part 2 of a series of blog posts about using Dataiku Data Science Studio in biotech. In this article we'll show you how to sequence DNa with RNA-Seq.

data science, machine learning, tutorial | November 23, 2015 | Eric Kramer

Unleash the power of Spark in DSS [Video]

On October 15th, Thomas Cabrol (Chief Data Scientist at Dataiku) presented our eight Free Training, "Unleash the power of Spark in DSS".

spark, data science, tutorial | October 15, 2015 | Thomas Thus

XGBoost in Data Science Studio

XGBoost, you know this name if you're familiar with machine learning competitions. It's the algorithm you want to try: it's very fast, effective, easy to use, and comes with very cool features. If...

data science, machine learning, tutorial | August 23, 2015 | Matthieu Scordia

Predict Breast Cancer Metastasis with Dataiku

The past decade has seen a dramatic fall in the price of a human genome, and there are amazing open-source databases filled with genomic information, so anyone can access terabytes of genomic...

Data Visualization, Data Preparation, tutorial, Data analysis | August 09, 2015 | Eric Kramer

Predicting Crime in San Francisco with OpenStreetMap & Dataiku

When I read the blogpost about visualizing San Francisco with Open Data I was very excited about what I could do with those crime data. Could I be a "Data Science Super-hero" and predict crime?...

data science, machine learning, tutorial | June 24, 2015 | Pierre Pfennig

Clustering Actors With DSS

I recently built a movie recommendation application in Data Science Studio. This time, I'll show you how you can do clustering with DSS without using a single line of Python code. For added fun,...

data science, tutorial, clustering | June 18, 2015 | Matthieu Scordia

A Marketer's First Kaggle Competition: Mosquitoes & Datasets

Here’s a brief description of a Dataiku marketers first Kaggle competition - and remember, this Dataiku marketer is me, and I'm no techy.

Data Science Basics, tutorial, Data analysis | June 05, 2015 | Solange Mendy

Closing the Loop: Why DSS Is Really Production Ready After A Data Analysis

At Dataiku; we want to shorten the time from the analysis of data to the effective deployment of predictive applications.

data science, machine learning, tutorial | June 02, 2015 | Kenji Lefevre
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