Fun Uses for Word Vectors

In this video, Hobson shows you how to move words from inflammatory to less inflammatory context with the help of word vectors (Word2vec).

Beyond “def”: Exploring Python Functions

In this tour de force live coding session, an expert Python coach Reuven Lerner shows you how functions work behind the scenes and how you can use them in different ways.

An Introductory Tutorial of Type-Level Programming in Haskell

Haskell expert Vitaly Bragilevsky demonstrates Haskell features that make programming at the level of types possible.

Istio Ingress Gateway

A Chief Architect of cloud applications at Red Hat, Christian Posta, demonstrates why it’s important to have very fine-grained control over what traffic enters your service-mesh cluster and how to use the Istio Gateway to do this.

Secrets Management with Terraform

In this video, Scott Winkler shows you how to manage your secrets securely with Terraform.

Securing Microservices with Istio Service Mesh

Security expert Prabath Siriwardena shows you how to secure Microservices with Istio Service Mesh.

Training an SVM model in R with mlr

Hefin I. Rhys teaches you how to train, tune, and cross-validate a Support Vector Machine model using RStudio and the awesome mlr machine learning package.

How to Run Docker Containers More Securely

Co-author of Docker in Action, Second Edition. and the designer of scalable software systems Stephen Kuenzli explains what are Docker containers and showcases how to run them securely.

Essential Tools for Deep Learning and Data Science

Learn the most important tools in the repertoire of a data scientist and machine learning practitioner – Principal Component Analysis (PCA), Singular Value Decomposition (SVD), and Latent Semantic Analysis (LSA) – with the help of Krishnendu Chaudhury.

Automatic Differentiation in Python and PyTorch

Deep dive with Carl Osipov into understanding automatic differentiation used by PyTorch autograd for deep learning

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