Machine Learning Deep Learning Model Deployment

Machine Learning Deep Learning Model Deployment
Last updated 1/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz

Serving TensorFlow Keras PyTorch Python model Flask Serverless REST API MLOps MLflow NLP tensorflow.js deplo OpenAI GPT

What you’ll learn
Machine Learning Deep Learning Model Deployment techniques
Simple Model building with Scikit-Learn , TensorFlow and PyTorch
Deploying Machine Learning Models on cloud instances
TensorFlow Serving and extracting weights from PyTorch Models
Creating Serverless REST API for Machine Learning models
Deploying tf-idf and text classifier models for Twitter sentiment analysis
Deploying models using TensorFlow js and JavaScript
Machine Learning experiment and deployment using MLflow

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

Description
Who this course is for:
Machine Learning beginners

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