Taming 1.5 Billion Rows of "Big Apple” Data
Diving into the many underlying trends throughout the entire 1.5 Billion rows of NYC Taxi data with Pivot Billion The age of data has arrived. With it, more and more data...
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One Shot Learning and Other Strategies for Reducing Training Data
Summary: Not enough labeled training data is a huge barrier to getting at the equally large benefits that could be had from deep learning applications. Here are five st...
Best dynamically-typed programming languages for data analysis
One can seriously argue about what programming language is the best for data analysis, but there is one universal metric that can define your choice: speed of calculation...
Data-driven Marketing Strategy: Spatial Analytics for Micro-marketing
Data-driven Marketing Strategy: Spatial Analytics for Micro-marketing Organizations, often in their me-too hurry to adopt a new technology, just pour their old-wine (data...
DSC Webinar Series: Data Prep & Automated ML: Better Predictions for Consensus
Financed smartphones are a magnet for identity theft, leaving retailers in the digital and telecommunication industry vulnerable to fraud. Consensus, a Target-owned subsi...
Apache Kafka + KSQL + TensorFlow for Data Scientists via Python + Jupyter Notebook
Why would a data scientist use Kafka Jupyter Python KSQL TensorFlow all together in a single notebook? There is an impedance mismatch between model development using Pyth...
Doctors are from Venus, Data Scientists from Mars – or Why AI/ML is Moving so Slowly in Healthcare
Summary: The world of healthcare may look like the most fertile field for AI/ML apps but in practice it’s fraught with barriers. These range from cultural differences...
Hands-on introduction to Big Data and Advanced Analytics
Every person and every organization in the world manages data, whether they realize it or not. Data is used to describe the world around us and can be used for almost any...
Data to Insight – The Book
Data is changing the way we do business and live in our daily lives. Artificial Intelligence is replacing jobs and creating new ones at an increasing rate. Understanding ...
Tidy Data in Python: Introduction
This article was written by Jean-Nicholas Hould. For the last six years, Jean-Nicholas has been working professionally in the field of data science. During those years,...