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Data Science Newsletter | January 2021

By Kiefer Hackney posted Mon January 11, 2021 06:44 PM

  
IBM Data Science Community Newsletter
January 2021 | Volume 3, Issue 1
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Predicting Australian Wildfires with Weather Forecast Data
IBM is running a Call for Code Spot Challenge through January 2021 with the winner taking home $5000. Use your ML Skills and AutoAI in Watson Studio or Cloud Pak for Data to help predict wildfire growth, and start the year by honing your data science skills and competing for prizes!
AI Skills
What is AutoML?
AutoML offers data scientists some hope to simplify their workflows and help automate the tedious. Read more
Understanding the Mechanism and Types of Recurrent Neural Networks
Start the year off with a refresher on RNN's and the mechanism behind them. Read more
Research
Medicine's Machine Learning Problem
Rachel Thomas expertly breaks down how machine learning is changing the medical world right under our noses, and how it might affect you. Read more
On the Robustness of Interpretability Methods
A presentation from 2018 at ICML's Workshop on Human Interpretability asks data scientists to be more thoughtful about their use of interpretability methods. Read more
Tools & Libraries
DALL-E: Creating Images from Text
You describe the scene and OpenAI's GPT instance will generate a photo for you that matches. It's both eerie and inspiring. Check out their blog describing it. Read more
Solutions & Products
Finding Concise Answers to Questions in Enterprise Documents
Search and document review are really complicated when trying to cover an entire enterprise corpus. Check out how the authors aim to simplify using search in business use cases. Read more
Improve a Chatbot Classifier with Production Data
This blog and video are the third in a series on testing, analyzing, and improving chatbot classifiers to increase efficacy and performance. Read more
See all upcoming community events here.
WiDS 2021 Datathon and Workshops | Launching January 6
All are welcome to participate. Even if it's your first datathon, it is very easy to participate. Regional WiDS events have started world wide.
 
SF Python Presentation Night | January 13, 6:30–9 pm PT
IBM Data Science Community is proud video sponsor of this event.
 
Organizations are increasingly relying on the power of employee knowledge, experience, and skills to embrace new technology advances like AI, as a learning opportunity. Learn how RBC is building skills for digital transformation in partnership with their IT employees and a little help from IBM Data and AI and Cloud Integration teams.
 
Data Council Bangkok Data Engineering & Science Virtual Meetup | February 6, 10–11 am ICT (February 5, 7–8 pm PT)
Agenda and speakers to be announced soon!
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