Monthly Archives: December 2018

Excellent Code = Clean and Beautiful Code – The Startup – Medium

Programs must be written for people to read, and only incidentally for machines to execute.

Source: Excellent Code = Clean and Beautiful Code – The Startup – Medium

Essential Cheat Sheets for Machine Learning and Deep Learning Engineers

Machine learning is complex. For newbies, starting to learn machine learning can be painful if they don’t have right resources to learn…

Source: Essential Cheat Sheets for Machine Learning and Deep Learning Engineers

An End-to-End Project on Time Series Analysis and Forecasting with Python

Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics…

Source: An End-to-End Project on Time Series Analysis and Forecasting with Python

Why Data Is Never Raw – The New Atlantis

On the seductive myth of information free of human judgment

Source: Why Data Is Never Raw – The New Atlantis

At Netflix, Who Wins When It’s Hollywood vs. the Algorithm? – WSJ

As the video-streaming company plunges deeper into original production, its Los Angeles wing is doing the once-unthinkable: overriding the metrics.

Source: At Netflix, Who Wins When It’s Hollywood vs. the Algorithm? – WSJ

Skin Color and Social Mobility: Evidence From Mexico | SpringerLink

In many Latin American countries, census data on race and skin color are scarce or nonexistent. In this study, we contribute to understanding how skin color affects intergenerational social mobility in Mexico. Using a novel data set, we provide evidence of profound social stratification by skin color, even after controlling for specific individual characteristics that previous work has not been able to include, such as individual cognitive and noncognitive abilities, parental education and wealth, and measures of stress and parenting style in the home of origin. Results indicate that people in the lightest skin color category have an average of 1.4 additional years of schooling and 53 % more in hourly earnings than their darkest-skinned counterparts. Social mobility is also related to skin color. Individuals in the darkest category are 20 percentile ranks lower in the current wealth distribution than those in the lightest category, conditional on parental wealth. In addition, results of a quantile regression indicate that the darkest group shows higher downward mobility.

Source: Skin Color and Social Mobility: Evidence From Mexico | SpringerLink

Machine Learning In Analytics To Limit Healthcare Fraud

Analysis of the large volume of existing data is important in stopping loss and starting the recovery process, but machine learning predictive analysis can shut off the loss much earlier, providing significant savings in the healthcare system.

Source: Machine Learning In Analytics To Limit Healthcare Fraud

Social Media Insights: 10 Experts Share How to Leverage Your Social Data

Every day, your customers are tweeting, engaging with video, and sharing their experiences over social media, creating valuable data for your brand. Social media is filled with a plethora of first-party customer data. These 10 marketing experts share how to turn that data into actionable social media insights.

Source: Social Media Insights: 10 Experts Share How to Leverage Your Social Data