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Read more about the article Document Classification: Machine Learning Vs. Rule-Based Methods

Document Classification: Machine Learning Vs. Rule-Based Methods

  • Post author:Ofir Nachmani
  • Post published:November 8, 2021
  • Post category:

Data is growing at a phenomenal rate, for every type of organization. With that expansion comes a renewed need to make sure that sensitive personal and business information isn’t exposed…

Continue ReadingDocument Classification: Machine Learning Vs. Rule-Based Methods
Read more about the article Scaling Keras on Kubernetes with Kubeflow

Scaling Keras on Kubernetes with Kubeflow

  • Post author:Ofir Nachmani
  • Post published:November 8, 2021
  • Post category:

Scalability is one of the major requirements for resource-intensive ML workloads and models that consist of multiple layers, billions of weights, and complex error-minimization logic. Processing client requests for complex…

Continue ReadingScaling Keras on Kubernetes with Kubeflow
Read more about the article The Never-Ending Story of Model Training: A New Chapter for Machine Learning

The Never-Ending Story of Model Training: A New Chapter for Machine Learning

  • Post author:Ofir Nachmani
  • Post published:November 8, 2021
  • Post category:

For the past few hours, I’ve been working on training a neural network to translate cat speech into English. I’ve carefully optimized my parameters and tested different network depths, batch…

Continue ReadingThe Never-Ending Story of Model Training: A New Chapter for Machine Learning

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