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Analytics Dispatch 8/31/2020

Machine learning for agriculture

CREAM OF THE CROP
AI for AG: Production Machine Learning for Agriculture
How one company trained a neural network model that identifies crops and weeds, and then deployed that model to robots in the fields. - PyTorch

GET READING
Big Book of R
This collection of over 100 R books might be the last bookmark you’ll ever need! - Oscar Baruffa

START OVER
An A.I. Training Tool Has Been Passing Its Bias to Algorithms for Almost Two Decades
The CoNLL-2003 dataset is one of the most widely used open source datasets for building natural language processing systems. Over the past 17 years, it’s been cited more than 2,500 times in research literature. The problem? It includes five times as many male names as female names. - OneZero

BACK AND FORTH
D3 to R to D3
This is a great tutorial for R users looking to use D3. It breaks down the key differences between creating a plot in both languages. - Maya Gans

ON THE LEVEL
How Salesforce Infuses Ethics into Its AI
To support ethical AI, you need to build a culture where employees have the right mindset to create ethical products. Salesforce has a number of processes and programs for doing just that. - Salesforce

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