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Deploy Machine Learning & NLP Models with Dockers (DevOps)

 Deploy Machine Learning & NLP Models with Dockers (DevOps)
Udemy Course  Deploy Machine Learning & NLP Models with Dockers (DevOps) | NED
DevOps & Machine Learning; Master Docker , Docker Files, Docker Applications & Docker Containers (DevOps) Flask Basics & Application Program Interface (API) Build & Deploy a Random Forest Model; Build a Text based (Natural Language Processing : NLP )
by UNP United Network of Professionals

What you'll learn
  • How to synchronize the versatility of DevOps & Machine Learning
  • Master Docker , Docker Files, Docker Applications & Docker Containers (DevOps)
  • Flask Basics & Application Program Interface (API)
  • Build & Deploy a Random Forest Model
  • Build a Text based (Natural Language Processing : NLP ) CLUSTERING (KMeans) Model and expose it as an API
  • Build an API which will run a Deep Learning Model (Convolutional Neural Network : CNN) Model for Image Recognition & Classification
 Description

Machine Learning, as we know it is the new buzz word in the industry today. This is practiced in every sector of business imaginable to provide data-driven solutions to complex business problems. This poses the challenge of deploying the solution, built by the Machine Learning technique so that it can be used across the intended Business Unit and not operated in silos.

This is an extensive and well-thought course created & designed by UNP's elite team of Data Scientists from around the world to focus on the challenges that are being faced by Data Scientists and Computational Solution Architects across the industry  which is summarized the below  sentence :

"I HAVE THE MACHINE LEARNING MODEL, IT IS WORKING AS EXPECTED !! NOW, WHAT ?????"

This course will help you create a solid foundation of the essential topics of data science along with a solid foundation of deploying those created solutions through Docker containers which eventually will expose your model as a service (API) which can be used by all who wish for it.

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