Github https://github.com/romankazinnik/romankazinnik_blog/tree/master/active_learning Active Learning: main components Blocking...

My full article at medium.com: https://roman-kazinnik.medium.com/why-we-need-tensorflow-extended-tfx-and-how-to-get-it-in-3-steps-897d207...

Here is my article on www.medium.com: https://roman-kazinnik.medium.com/distributed-hyperparameter-search-in-kubeflow-kubernetes-keras-t...

Here is my article on medium.com: https://roman-kazinnik.medium.com/from-data-pipeline-to-machine-learning-architecture-in-3-simple-pictu...

My full article in medium.com: https://roman-kazinnik.medium.com/an-ultimate-guide-to-migrating-your-machine-learning-to-kubeflow-4-step...

My full article in medium.com: https://roman-kazinnik.medium.com/machine-learning-as-a-flow-kubeflow-vs-metaflow-75f65bd251ec

My full article in medium.com: https://roman-kazinnik.medium.com/machine-learning-distributed-ring-reduce-vs-all-reduce-cb8e97ade42e

The goal of this post is to compare NLP approaches for encoding words: (1) bag of words (2) tfidf (3) google GloVe emeddings Training set...

I will explain the most recent trends in Machine Learning Automation as a Flow. Examples of ML Flow include Kubeflow by Google, MLFlow,...

Supervised ML is a powerful tool, however there is a range of problems where its utilization can't be justified. Such problems include...

https://github.com/romanonly/romankazinnik_blog/tree/master/CVision/CNN I will talk about convolutional neural networks and how you can...

Deep Learning is driven by the possibility of computing at-scale gradient of the minimization problem for Directed Acyclic Graphs (DAG)....

Here is a video of my talk at the University of North Carolina at Charlotte (01.12.2018). I show how at the beginning of AI, Deep...