Machine Learning

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Spatial Data Science: The New Frontier in Analytics (Esri)

Over six weeks, build skills to transform traditional data science workflows with spatial data, tools, and methods. You'll work with ArcGIS® software to analyze data, solve complex problems, and communicate results using innovative maps and apps.

Preparing for the Google Cloud Professional Data Engineer Exam (Coursera)

From the course: "The best way to prepare for the exam is to be competent in the skills required of the job." This course uses a top-down approach to recognize knowledge and skills already known, and to surface information and skill areas for additional preparation. You can use this [...]

Deploying Machine Learning Models in Production (Coursera)

Jun 1st 2022
Deploying Machine Learning Models in Production (Coursera)
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In the fourth course of Machine Learning Engineering for Production Specialization, you will learn how to deploy ML models and make them available to end-users. You will build scalable and reliable hardware infrastructure to deliver inference requests both in real-time and batch depending on the use case. You will [...]
Jun 1st 2022
Course Auditing
42.00 EUR/month

Natural Language Processing in TensorFlow (Coursera)

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.

Digitalization of Intelligent and Integrated Energy Systems (edX)

Self Paced
Digitalization of Intelligent and Integrated Energy Systems (edX)
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Learn where and how to apply intelligence to the energy grid to create a digitalized, automated, integrated and optimized energy system. The course discusses state-of-the-art digital technologies, so you are at the forefront of the power grid revolution.

Fundamentos de IA Aplicados ao CRM (Coursera)

Nossas boas-vindas ao Curso Fundamentos de IA Aplicados ao CRM. Neste curso, você aprenderá que, conforme a nova economia avança, o mercado se torna mais dependente da coleta, estruturação e análise de dados. Por isso, decisões baseadas em dados têm se tornado tão importantes para companhias que querem [...]

Machine Learning Introduction for Everyone (Coursera)

May 30th 2022
Machine Learning Introduction for Everyone (Coursera)
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This three-module course introduces machine learning and data science for everyone with a foundational understanding of machine learning models. You’ll learn about the history of machine learning, applications of machine learning, the machine learning model lifecycle, and tools for machine learning. You’ll also learn about supervised versus unsupervised learning, [...]
May 30th 2022
Course Auditing
42.00 EUR

Unsupervised Algorithms in Machine Learning (Coursera)

May 30th 2022
Unsupervised Algorithms in Machine Learning (Coursera)
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In this course, we will learn selected unsupervised learning methods for dimensionality reduction, clustering, finding latent features, and application cases such as recommender system with hands-on examples of product recommendation algorithms.

Explainable deep learning models for healthcare - CDSS 3 (Coursera)

May 30th 2022
Explainable deep learning models for healthcare - CDSS 3 (Coursera)
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This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Importance (PFI), Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanation (SHAP) are explained and [...]

Data mining of Clinical Databases - CDSS 1 (Coursera)

May 30th 2022
Data mining of Clinical Databases - CDSS 1 (Coursera)
Course Auditing
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This course will introduce MIMIC-III, which is the largest publicly Electronic Health Record (EHR) database available to benchmark machine learning algorithms. In particular, you will learn about the design of this relational database, what tools are available to query, extract and visualise descriptive analytics. [...]