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OpenAI: Emergent Tool Use from Multi-Agent Interaction
Absolutely fascinating all the GIFs in this post and quite entertaining! I do not think I would’ve thought of the “box-surfing”...
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DARPA’s New Project Is Investing Millions in Brain-Machine Interface Tech
When Elon Musk and DARPA both hop aboard the cyborg hypetrain, you know brain-machine interfaces (BMIs) are about to achieve the...
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Deliver Your Analytics Projects on Time
Something I don’t hear talked about enough in the data space is delivering work in a timely way. Software engineers spend a tremendous...
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Train sklearn 100x faster
I'm excited to announce the launch of the open source project sk-dist. The goal of the project is to provide a general framework for...
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Reimagining Experimentation Analysis - Netflix
At Netflix there is a different approach to analyze an A/B test. Maybe you’ve done this before and have an old script lying around. If...
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Model size of different pretrained language models
Hot techniques for compressing big models like BERT are pruning and distillation. Shortly afterwards, multiple approaches came out to...
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There is No Free Lunch in Data Science
There is no “super algorithm” that will work perfectly for all datasets. Models are simplifications of a specific component of reality...
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Consolidated Readings for Analytics Engineers
The rise of the analytics engineer is a response not only to a shift in tools and technologies, it’s a response to a shift in the way...
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We’re All Using Airflow Wrong and How to Fix It
Is this the right approach for everyone? I actually don’t know. Airflow came to market prior to the rise of Docker and Kubernetes, but at...
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Human funeral performed by AI
Mindar is a robot. It is holding forth at Kodaiji, a 400-year-old Buddhist temple in Kyoto, Japan. Like other clergy members, this priest...
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R Users’ Salaries
A great Monday for everybody! Let’s take a look on what R users are saying about their salaries. It was taken from a Stack overflow...
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Continuous Delivery for Machine Learning
Let's today take a look of how automate end-to-end the lifecycle of a Machine Learning applications The process for developing,...
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Neural Comprehension of Natural Language Arguments
The growing number of papers finding cases of the Clever Hans effect raises important questions for NLP research, the most obvious one...
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Teaching Machines to Paint, Write, Compose, and Play
In a world where fact and fiction are not so easily separated, it is vital that there are engineers who understand the workings of...
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Top Python Libraries for Interpretable Machine Learning
1) yellowbrick 2) ELI5 3) lime 4) mlxtend As concerns regarding bias in artificial intelligence become more prominent it is becoming more...
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The Care and Feeding of Data Scientists
Fantastic treatment of this important topic. It’s a 50-page PDF from O'Reilly, no gate. Over the past 5 to 10 years, data science has...
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AI for Software Architecture
If you are a software architecture professional, there are several good strategies for getting in touch with the AI field. Due to the...
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What happened to Hadoop?
For nearly a decade, Hadoop was the poster child for “big data.” It was new, it was open source, it launched an entire market of products...
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spaCy meets PyTorch-Transformers: Fine-tune BERT, XLNet and GPT-2
If you’re using spaCy and have been waiting to incorporate pretrained models in your applications, then look no further than...
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Transformers and Attention Mechanism
The Encoder is on the left and the Decoder is on the right. Both Encoder and Decoder are composed of modules that can be stacked on top...
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