Linear Regression To Solve Advertising Problems

The purpose of this tutorial is to get a clear idea on how a linear regression can be used to solve a marketing problem, such as selecting the right channels to advertise a product.

Samuel Noriega

3Blades Announces GPU Architecture in Open-Source Data Science Platform at Machine Learning Conference Atlanta

3Blades employs GPU architecture to tackle complex data science projects as most efficient time saver on the market for deep learning frameworks

Greg Werner

DRAW: A Recurrent Neural Network For Image Generation

A Google Deepmind’s project.

Samuel Noriega

Jupyter Notebooks — More Tricks!

Here are three more handy tips to use with Jupyter Notebook! If this is your first time here, be sure to check out parts one and two for more advice about how to make Jupyter Notebook work for you.

Greg Werner

The Jupyter Notebook: 3 More Little-Known Tricks

This is the second part of the blog post titled The Jupyter Notebook: 3 Little-Known Tricks. We’ll explore here 3 more tricks that will greatly expand the potential of your notebook, from how it...

Greg Werner

Jupyter Notebook: Little-Known Tricks!

We’ve written before about the evolution of Project Jupyter, how the notebook is great for teams, and how it can be even used with Apache Spark. And there is still so much more of it worth...

Greg Werner

Learning to Paint The Mona Lisa With Neural Networks

Can we recover an image by learning a deep regression map from pixels (x,y) to colors (r,g,b)?

Samuel Noriega

Predicting Conversion Rates With Bayesian Statistics

by Samuel Noriega

Greg Werner

Principal Component Analysis (PCA): A Practical Example

Let’s first define what a is PCA.

Principal Component Analysis or PCA is mathematically defined as an orthogonal linear transformation that transforms the data to a new coordinate system such that...

Samuel Noriega

Data Science Venn Diagram V 2.0

Drew Conway’s Data Science Venn Diagram, created in 2010, has proven to still be current. We did a reinterpretation of it with only slight updates to the terminology he first used to determine the...

Greg Werner

How to use Jupyter Notebook with Apache Spark

Jupyter Notebook (formerly known as IPython Notebook) is an interactive notebook environment which supports various programming languages which allows you to interact with your data, combine code...

Greg Werner

What Will Be The Key Deep Learning Breakthrough in 2016?

Google’s work in artificial intelligence is impressive. It includes networks of hardware and software that are very similar to the system of neurons in the human brain. By analyzing huge amounts...

Greg Werner

What Industries Will Be Next to Adopting Data Science?

It’s no surprise that data science will surely spread to more industries in the next couple of years. So, which of them would probably be the next ones to hire more data scientists and benefit...

Samuel Noriega

What is needed to build a data science team from the ground up?

What specific roles would a data science team need to have to be successful? Some will depend on the organization’s objectives, but there’s a consensus that the following positions are key.

Samuel Noriega

What is the best way to sync data science teams?

A well-defined workflow will help a data science team reach its goals. In order to sync data science teams and its members it’s important to first know each part of the phases needed to get data...

Greg Werner