Machine Learning Deep Learning model deployment from Udemy

Overview

If you’ve been wanting to dive into machine learning and deep learning, here’s a course that not only helps you develop models but also teaches you how to make them accessible to different applications! This beginner-friendly course covers a variety of deployment techniques and provides hands-on examples to ensure you get the most out of the learning experience.

In this comprehensive course, you’ll learn how to create classification models using Scikit-learn, save and export the models and standard scalers to different environments, create REST APIs for local and cloud applications, and even work with TensorFlow and PyTorch models. Plus, you’ll explore machine learning model building with Scikit-learn, TensorFlow Keras, and PyTorch for beginners. Just make sure to have a Google Cloud (GCP) free trial account ready for some exciting cloud-based labs! By the time you’ve completed this course, you’ll have a solid understanding of machine learning deployment and be ready to take on exciting new projects in the field!

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Skills you’ll learn

1. Deploying Machine Learning and Deep Learning Models using various techniques.
2. Creating and implementing REST APIs with Python Flask.
3. Building and deploying TensorFlow and Keras models using TensorFlow Serving.
4. Deploying PyTorch Models and converting them to TensorFlow format using ONNX.
5. Implementing text classifier models for sentiment analysis, like Twitter sentiment analysis.
6. Deploying models using TensorFlow.js and JavaScript.
7. Tracking model training experiments and deployment with MLFlow.
8. Utilizing Google Cloud Platform (GCP) for cloud-based labs and deployment.

Summary

Dive into the fascinating world of Machine Learning and Deep Learning model deployment with FutureX Skills’ highly-rated course. Comprising 58 carefully curated lessons, this engaging educational resource has already captivated over 10,000 eager students, garnering an impressive 4.4 out of 5 rating. Don’t miss the opportunity to enhance your knowledge and skills in this rapidly evolving field!