NLP News Cypher | 03.01.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by SoloTravelGoals on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.01.20 Beyond Here Lies Nothing… As you may have guessed, current laws that govern simple systems (i.e. Newtonian physics) …
Accessible AI for Wildlife Image Classification Project Receives a Google Grant
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. Human activity has put enormous pressure on natural habitats across the world. Many species are finding it difficult to survive in the era of climate change and environmental degradation. Biodiversity conservation practitioners and researchers …
Why Perceptron Neurons Need Bias Input?
Author(s): Caio Davi Originally published on Towards AI. How to avoid bias input in Neural Networks? Please, just don’t. Everybody knows what is the neural network bias input. And everybody uses it since the very first Perceptron implementation. But why we use …
NLP News Cypher | 03.08.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Nikolas Noonan on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.08.20 It Rages that Way Onward, we go. In last week’s column, I posed a problem w/r/t the …
Staying Afloat as a Data Science Writer is Tough but Rewarding
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. You have to keep reinventing yourself and keep thinking of new ideas all the time. Once you conceive an idea, work hard to convert the idea into a full article. Photo by …
Anomaly Detection with MIDAS
Author(s): Nunzio Logallo Originally published on Towards AI. How can we detect anomalies more accurately and faster? Anomaly detection in graphs is a severe problem finding strange behaviors in systems, like intrusion detection, fake ratings, and financial fraud. To minimize the effect …
Surprisingly Powerful Dataset Exploration Techniques For Rookies
Author(s): Beltus Nkwawir Originally published on Towards AI. Lets explore the COVID-19 dataset and others with interestingly simple yet powerful techniques. Photo by CDC on Unsplash COVID-19 dataset download complete! What now? You must be thinking. That is exactly what I used …
Jupyter Notebook Keyboard Shortcuts for Beginners
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Learn the most important shortcuts to improve your productivity while working with Jupyter notebook editor. Photo by cocoparisinenne on Pixabay When you start with Jupyter notebook most of the people use the menu bar …
When GraphSAGE Meets Pinterest
Author(s): Edward Ma Originally published on Towards AI. Photo by Pinterest In the previous stories, we introduced Introduction to Graph Embeddings, Random Walk in Node Embeddings, and 4 Graph Neural Networks. I would like to further extend to PingSAGE. It was proposed …
NLP News Cypher | 03.29.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Westwind Air Service on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.29.20 With a Little Help From My Friends Recorded a live feed of the (almost done) demo. …
AI for Good: Fighting COVID-19 with Data Science
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. This is the first of two articles about our recent participation in the Pandemic Response Hackathon. Stay tuned for technical details of our CoronaRank solution (Markov Chains, R, Shiny, and how to manipulate a …
3 Ways Linear Models Can Lead to Erroneous Conclusions
Author(s): ___ Originally published on Towards AI. In this article, I will share 3 ways in which linear models can lead to erroneous conclusions. The focus will be on fitting linear models to simulated data and checking whether the resultant estimates are …
NLP News Cypher | 04.05.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jimmy Conover on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 04.05.20 Meditations When Lex isn’t interviewing AI pioneers in a sullen dark suit, he takes to the Twitterverse …
How do Twins and Triplet Neural Network work
Author(s): Edward Ma Originally published on Towards AI. Photo by Ralph Mayhew on Unsplash As a practitioner, we usually build a multiclass classification model which is a predefined number of categories. Indeed, we do not need to know the total number of …
Serving Data Science to a Rookie
Author(s): Daksh Trehan Originally published on Towards AI. So, last week my team head asked me to interview some of the possible interns for the team for the role of data science and machine learning, and he forwarded me their resumes. He …
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