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Areas Served: Machine Learning Resources from Sebastian Raschka
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Open-source resources from a bestselling author and machine learning expert that will enable you to unlock deeper insights into cutting-edge machine learning and deep learning Photo by Christopher Gower on Unsplash In …
Sources of Error in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. The solution to a machine learning problem is not unique. The predictive power of a model depends on the experience of the data scientist in dealing with sources of error Top highlight …
7 Best Machine Learning Applications That You Must Know
Author(s): Mohammed Imran Originally published on Towards AI. Artificial Intelligence exists almost everywhere. You’ll use it one way or the other without even knowing about it. The most known applications of AI is Machine Learning (ML), in which computers and devices execute …
Summary of 2019 Accomplishments as a Data Science Blogger
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Reviewing 2019 accomplishments and lessons learned as a medium writer, as well as discussing goals for 2020 Photo by Nicolas Tissot on Unsplash The year 2019 has been a remarkable year for …
Start Data Science Blogging in 2020
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. How to Start with Blogging in Data Science Photo by Corinne Kutz on Unsplash Medium is now considered one of the most popular blogging sites. Medium is a platform specifically designed for …
The Dull and Unpleasant 2020 Ethics of AI-enabled Science
Author(s): Dr. Adam Hart Originally published on Towards AI. © Wild0ne courtesy Pixabay In the 1997 movie Gattica, Ethan Hawke displayed the brute-force determination of the human spirit in an hypothetical, transitional to full CRISPR, gene-editing future that 23 years later we …
Outlier Detection (Part 2): Multivariate
Author(s): Mishtert T Originally published on Towards AI. Analyze even better — For Better Informed Decision Mahalanobis distance U+007C Robust estimates (MCD): Example in R Original Image Seen Here In Part 1 (outlier detection: univariate), we learned how to use robust methods …
Outlier Detection (Part 1): Univariate
Author(s): Mishtert T Originally published on Towards AI. Analyze even better — For Better Informed Decision Robust Statistics: Example in R Making a Point A popular tool for outlier detection is Calculate z-score for each observation. Flag observation as an outlier if …
The Data Science Behind Netflix
Author(s): Divy Shah Originally published on Towards AI. Top highlight “Netflix is not only a successful Service but it is completely a Data-Driven Service.” Netflix in numbers Last year Netflix announced that it signed on 135 million Paid customers worldwide. Netflix’s US …
How to Join the AI for Good Movement
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. During the last three months of building our AI for Good initiative at Appsilon Data Science, we have learned and observed a lot about what appears to be a nascent, global movement. In this …
A Lite BERT for Reducing Inference Time
Author(s): Edward Ma Originally published on Towards AI. BERT Photo by Ksenia Makagonova on Unsplash BERT (Devlin et al., 2018) achieved lots of state-of-the-art results in 2018. However, it is not easy to use BERT (Devlin et al., 2018) in production even …
Taking the Intelligence out of AI
Author(s): Dr. Adam Hart Originally published on Towards AI. When we look at clouds or other ambiguous media and sometimes see images that form out from the clouds, this effect, known as pareidolia is at work. This is the brain's effort to …
Keras for Multi-label Text Classification
Author(s): Aman Sawarn Originally published on Towards AI. https://pixabay.com/photos/wintry-dawn-secret-light-trees-4532412/ Machine Learning CNNs and LSTMs architectures for Multi-Label Text Classification using Keras Multi-label classification can become tricky, and to make it work using pre-built libraries in Keras becomes even more tricky. This blog …
Identify Claims, Check or Accounting Fraud: One Simple Check
Author(s): Mishtert T Originally published on Towards AI. Fraud Detection U+007C Implementation Example in R Quick Way to Identify, Filter & Test Assumption of Fraud Photo by Marvin Ronsdorf on Unsplash Law of Anomalous Numbers (Benford’s Law) If you are reading a …
Transformation of the Insurance Industry by AI
Author(s): Rosie Harman Originally published on Towards AI. How is Artificial Intelligence Serving the Insurance Industry Artificial Intelligence is probably a term so widely used these days that almost everyone is familiar with the concept, if not an expert on what it …
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