In-depth resource with industry leading techniques related to automating continuous integration, continuous delivery, and continuous training for machine learning systems.
Excellent article on the ML Ops Market, Architecture, Analytics, and Emerging Capabilities.
Free resource that seeks to democratize AI. Believes in learning through being a practitioner.
A free resource that summarizes all of data science in 10.5 hours
SpaCy is a powerful, cutting-edge, open-source NLP package that is designed for use in real-world applications
Provides tips to convey the message you want to your audience.
Good background and definition of what a Data Lake is and how can provide value to organizations. Also provides some best practices
Provides a detailed background of the major challenges that organizations face during the implementation of ML systems and integrating them into production
Provides a good overview organization take along the path to Data Engineering and integrating Data Science into their organization and products.
Provides a future looking version for tackling the data challenges with in organization through leverage decentralized data system but still provided the benefits of a data lake.
Comprehensive, with detailed math derivations, to enable customized algorithm development