Be Part of the Change! Join the University of Florida and IBM in protecting environmental resources and preparing communities for the impact of climate change. In 6 weeks, you and your team will build an application in one of our challenge areas that can change the world using IBM AI...
Last week we got to host our third monthly virtual meetup . More than 70 attendees from all around the world got to hear about โExplainable Workflows using Pythonโ: 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 ฮธ, the less the value of cos ฮธ, 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, letโs introduce you to IBMโs 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...
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...
Deep Learning Save and Load model (yaml and json ) tutorial Yaml file is a human-readable data-serialization language. It is commonly used for configuration files and in applications where data is being stored or transmitted. save model h5 and yaml from keras . models import ...