ML Models

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Machine Learning Foundations for Product Managers (Coursera)

Oct 4th 2021
Machine Learning Foundations for Product Managers (Coursera)
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In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and [...]
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Oct 4th 2021
Course Auditing
32.00 EUR/month

Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Oct 4th 2021
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
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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)

Oct 4th 2021
Introduction to Machine Learning in Production (Coursera)
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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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Oct 4th 2021
Course Auditing
41.00 EUR/month

Managing Machine Learning Projects with Google Cloud (Coursera)

Oct 4th 2021
Managing Machine Learning Projects with Google Cloud (Coursera)
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Business professionals in non-technical roles have a unique opportunity to lead or influence machine learning projects. If you have questions about machine learning and want to understand how to use it, without the technical jargon, this course is for you. Learn how to translate business problems into machine learning [...]
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Oct 4th 2021
Course Auditing
40.00 EUR/month

Analyze Datasets and Train ML Models using AutoML (Coursera)

Sep 27th 2021
Analyze Datasets and Train ML Models using AutoML (Coursera)
Course Auditing
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In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into [...]
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Sep 27th 2021
Course Auditing
40.00 EUR/month

Practical Crowdsourcing for Efficient Machine Learning (Coursera)

Sep 27th 2021
Practical Crowdsourcing for Efficient Machine Learning (Coursera)
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This course will teach you efficient and scalable data labeling for ML and various business processes. The key here is the crowdsourcing approach, based on splitting complex challenges into small tasks and distributing them among a vast cloud of performers. You will get acquainted with crowdsourcing as a methodology, [...]
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Estimating ML-Models Financial Impact (Coursera)

This course covers the basics of financial impact estimation for machine learning models deployed in business processes. We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, [...]
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