ML Pipelines

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Build, Train, and Deploy ML Pipelines using BERT (Coursera)

Sep 27th 2021
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
Course Auditing
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In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-art BERT algorithm with Amazon SageMaker Pipelines. Your pipeline will first transform the dataset into [...]
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Sep 27th 2021
Course Auditing
40.00 EUR/month

ML Pipelines on Google Cloud (Coursera)

Sep 27th 2021
ML Pipelines on Google Cloud (Coursera)
Course Auditing
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In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production machine learning platform based on TensorFlow for management [...]
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Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Sep 20th 2021
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
Free Course
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In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you [...]
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Introduction to Machine Learning in Production (Coursera)

Sep 20th 2021
Introduction to Machine Learning in Production (Coursera)
Course Auditing
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In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the [...]
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Sep 20th 2021
Course Auditing
41.00 EUR/month