Last week we got to host our third monthly virtual meetup . More than 70 attendees from all around the world got to hear about “Explainable Workflows using Python”: This talk approaches the typical data science workflow with a focus on explainability. Simply put, it focuses on skills and...
The cosine similarity is the cosine of the angle between two vectors. Figure above shows three 3-dimensional vectors and the angles between each pair. In text analysis, each vector can represent a document. The greater the value of θ, the less the value of cos θ, thus the less the similarity...
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Authors: Aakanksha Joshi and Yushu (Jade) Zhou Introduction Hello reader! This blog accompanies our identically titled session from THINK Digital 2020 . First of all, let’s introduce you to IBM’s Data Science and AI Elite Team, Cloud Pak for Data and Industry Accelerators. The...
Throughout the global pandemic, many people have spent lots of time viewing maps that visualize data. Important data. People who work in data science are probably seeing increased needs to work with geospatial data , especially for visualizations. There are increased needs to understand...
On Tuesday, we hosted our first virtual meetup: a new format that combines data science and AI talks and insights with an opportunity for mixing and mingling with other attendees and community members in an intimate, small-group setting before and after the main talk. Our very own Nick Acosta...
Keeping track of all the data efforts regarding the Coronavirus is hard. That is why I have gathered all the relevant datasets and data efforts in one place. The list is being updated on a daily basis, so check it out often. Since the corona erupted into our world, research institutes and...
The command syntax in SPSS Statistics provides flexible programming of analyses, ability to save instructions for reproduction of future outcomes, and allows for adaptation to new data or problems. #Hands-on #Hands-on-feature
Keep your assets healthy and repair costs low by scheduling maintenance at exactly the right time Yana Ageeva, Senior Data Scientist, IBM Data Science and AI Elite Team Anthony Casaletto, Program Director, IBM Data Science and AI Elite Team Photo by Jacek Dylag on Unsplash ...
Review and LearnAI Recently, I have been writing about CORD-19 , how to get it into python , and how to use TensorFlow to generate abstracts with the dataset. The quality of the abstracts generated can be significantly improved with models that leverage transformers. I will show how to do...