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The best free data science courses during quarantine
6 excellent online courses and one book to learn statistics, machine learning, and deep learning while you’re locked in the house
AWS unveils open source model server for PyTorch
Intended to ease production deployments of PyTorch models, TorchServe supports multi-model serving and model versioning for A/B testing
GPipe and PipeDream: Scaling AI training in every direction
New frameworks Google GPipe and Microsoft PipeDream join Uber Horovod in distributed training for deep learning
PyTorch 1.5 adds C++ power, distributed training
The powerful deep learning system for Python now makes it easier to integrate high performance C++ code and train models on multiple machines at once
Checking AI bias is a job for the humans
By pre-processing or post-processing data, or even setting datasets to expire, humans can step in to correct machine learning models
Google unveils TensorFlow tool for making mobile-ready models
TensorFlow Lite Model Maker shrinks TensorFlow models to more efficiently serve predictions on mobile devices
Is your data lake open enough? What to watch out for
Like yesterday’s data warehouses, today’s data lakes threaten to lock us into proprietary formats and systems that restrict innovation and raise costs
Review: Amazon SageMaker plays catch-up
With Studio, Autopilot, and other additions, Amazon SageMaker is now competitive with the machine learning environments available in other clouds
How AI helped Domino’s improve pizza delivery
Sharing a container environment and Nvidia GPU server has enabled Domino’s data scientists to create more complex and accurate models to improve store and delivery operations
TensorFlow deepens its advantages in the AI modeling wars
Despite complaints about its complexity, TensorFlow supports every AI development, training, and deployment scenario you can imagine
Explaining machine learning models to the business
How to create summaries of machine learning system decisions that business decision makers can understand
10 questions about deep learning
Learn why neural networks are so powerful, how and where they’re used, and how to get started — no programming necessary
Review: Nvidia’s Rapids brings Python analytics to the GPU
An end-to-end data science ecosystem, open source Rapids gives you Python dataframes, graphs, and machine learning on Nvidia GPU hardware
Use Azure Cognitive Services to automate forms processing
Form Recognizer brings unsupervised machine learning to paper document processing, and it’s a snap to build into your applications
5 reasons to choose PyTorch for deep learning
TensorFlow still has certain advantages, but a stronger case can be made for PyTorch every day
A brief history of artificial intelligence
Despite huge advances in machine learning models, AI challenges remain much the same today as 60 years ago
Microsoft speeds up PyTorch with DeepSpeed
A new open source project from Microsoft accelerates PyTorch machine learning without major code rewrites
Interested in machine learning? Better learn PyTorch
Don’t look now, but easy, straightforward PyTorch has become the hottest product in data science
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