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Torrent Details Voor "Udemy - Machine Learning Deep Learning Model Deployment"

Udemy - Machine Learning Deep Learning Model Deployment

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Details
Naam:Udemy - Machine Learning Deep Learning Model Deployment
_DESCRIPTION_:

Description

In this course you will learn how to deploy Machine Learning Models using various techniques.

Course Structure:

   Creating a Model
   Saving a Model
   Exporting the Model to another environment
   Creating a REST API and using it locally
   Creating a Machine Learning REST API on a Cloud virtual server
   Creating a Serverless Machine Learning REST API using Cloud Functions
   Deploying TensorFlow and Keras models using TensorFlow Serving
   Deploying PyTorch Models
   Converting a PyTorch model to TensorFlow format using ONNX
   Creating REST API for Pytorch and TensorFlow Models
   Deploying tf-idf and text classifier models for Twitter sentiment analysis
   Deploying models using TensorFlow.js and JavaScript
   Tracking Model training experiments and deployment with MLfLow

Python basics and Machine Learning model building with Scikit-learn will be covered in this course. You will also learn how to build and deploy a Neural Network using TensorFlow Keras and PyTorch. Google Cloud (GCP) free trial account is required to try out some of the labs designed for cloud environment.
Who this course is for:

   Machine Learning beginners

Requirements

   Prior Machine Learning and Deep Learning background required but not a must have as we are covering Model building process also

Last Updated 12/2020
YouTube Video:
Categorie:Tutorials
Taal:English  English
Totale grootte:1.64 GB
Info Hash:A08F710E3B02A57364F1F5578BFDE9E34D3E78A7
Toegevoegd door:tutsnode Verified UploaderVIP
Datum toegevoegd:2020-12-29 22:47:45
_TORSTATUS_:Torrent Verified


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