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Creating a Scalable Machine Learning Pipeline

Creating a Scalable Machine Learning Pipeline
Get Udemy Course Creating a Scalable Machine Learning Pipeline | NED
Machine Learning: How to Build Scalable Machine Learning Models. Picking the right framework/language. Using the right processors. Data collection and warehousing. The input pipeline. Model training. Distributed machine learning. Other optimizations. Resource utilization and monitoring.HOT & NEW

What you'll learn

  • The course will focus on what to build once you have a Machine Learning Model. Allowing you to improve and monitor your deep learning model in production.
  • Tensorflow Js, Firebase, Material UI, React

Requirements

  • Have some familiarity with Javascript, HTML and CSS
  • No Machine Learning experience needed

Description

I show you you everything you need to start using your tflite and tensorflow.js machine learning models in production. Create a website that allows users to upload images, get predictions from your custom machine learning model and review the performance of the model in real time.

Whether you already have a computer vision model or not I show you how to easily create one and ultimately use and deploy it to production. Learn how to use your own custom models with tensorflow.js,  allowing users to upload images and get predictions back on that image.

We create an entire pipeline that allows you to improve and monitor your machine learning model's over time. Allow users to upload new images for predictions, saving those predictions and then using the new images as training data to improve our custom models performance.

Who this course is for:

  • Software Developers, Data Scientists, Machine Learners, Entrepreneurs

Maker and Builder of Scaleable Things
I show you how to make things from a practical standpoint. I aim for all my tutorials/projects to be ready for production, so you can actually use what you've learned right away! Join me in building a scaleable and automatic machine learning pipeline, so you can focus on whats important instead of managing data and uploading / labeling image data
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Online Course CoupoNED I am very happy that there are bloggers who can help my business

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