Learn data science best practices.


Shashank Shekhr RaiJanuary 17, 2019

5 Data Cleaning Tips to Test Assumptions

In this post, machine learning practitioner Shashank Shekhr Rai offers five tips that any data scientist or analyst can use as data checks and a way to second guess any assumptions that may creep...

Gyasi DapaaJanuary 16, 2019

Target Twisted: Avoid Creating Biases in Loss Cost Modeling

Actuarial rate-making thought leader Gyasi Kwabena Dapaa explains why actuarial trend rates are not suitable for trending target loss variables of insurance predictive models.

Vikram ReddyJanuary 14, 2019

A Business Perspective to Designing an Enterprise-Level Data Science Pipeline

Oracle Senior Data Scientist Vikram Reddy walks through a case study and illustrates key things to keep in mind when designing a data science pipeline.

Mayank MishraJanuary 10, 2019

Computer Vision in Artificial Intelligence

Infostretch Data Scientist Mayank Mishra gives an introduction to computer vision and the Convolutional Neural Network.

Mischa FisherJanuary 9, 2019

10 Common Data Science Pitfalls to Avoid

Chief Economist Mischa Fisher takes his role in overseeing several Illinois state agencies and shares the ten common data science pitfalls that are universal to every data practice.

DataScience StaffJanuary 9, 2019

Data Science Concepts From A to Z: A Quickstart Guide for Non-Technical Professionals

Beyond technical challenges, misalignment between data science and business teams is one of the most common reasons data projects fail. Learn the lingo of data science — and improve outcomes — with...

Saras YagnavajhalaJanuary 7, 2019

Making the Case for Centralized Data Science

Oracle Hospitality Senior Director of Data Science Strategy Saras Yagnavajhala shares how a centralized approach to data science can help break organizational silos and drive measurable and scalable...

John MillerDecember 20, 2018

How to Make Sure Your Machine Learning Model Holds Up In Court

Consider these tips to help improve the odds that your machine learning model will be used in a business setting.

Viji KrishnamurthyDecember 19, 2018

3 Features That Will Keep Your IoT Initiative From Failing

Oracle Director of Product Management Viji Krishnamurthy covers the key features of a successful IoT project.

Quan NguyenDecember 17, 2018

Asynchronous Programming in Python for Web Scraping

Data Scientist Quan Nguyen provides a thorough explanation of asynchronous programming in this tutorial, which illustrates the basics through a variety of examples. Follow along to learn how to build...