Machine Learning

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Probability and Statistics in Data Science using Python (edX)

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such [...]
10
Average: 10 ( 3 votes )

Selected Topics on Discrete Choice (edX)

Discrete choice models are used extensively in many disciplines where it is important to predict human behavior at a disaggregate level. This course is a follow up of the online course “Introduction to Discrete Choice Models”. We have selected some important advanced topics, that are presented in [...]
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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 [...]
8
Average: 8 ( 4 votes )

Regression using Scikit-Learn (Coursera)

Oct 28th 2021
Regression using Scikit-Learn (Coursera)
Free Course
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This project is aimed at students and practitioners of Data Sciences for building Predictive Analytics models for research and commercial purposes. Machine Learning can be used to solve prediction problems for classification and regression. In this project, we discuss about using Machine Learning for building Regression Models. We will [...]
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Deploying Machine Learning Models in Production (Coursera)

Oct 27th 2021
Deploying Machine Learning Models in Production (Coursera)
Free Course
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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 [...]
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Getting Started with SAS Programming (Coursera)

This course is for users who want to learn how to write SAS programs to access, explore, prepare, and analyze data. It is the entry point to learning SAS programming for data science, machine learning, and artificial intelligence. It is a prerequisite to many other SAS courses.
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Predictive Analytics using Machine Learning (edX)

Learn how to build predictive models using machine learning. This course will give you an overview of machine learning-based approaches for predictive modelling, including tree-based techniques, support vector machines, and neural networks using Python.
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Sistemas difusos (Coursera)

Los sistemas difusos permiten efectuar cálculos cuando hay información con incertidumbre, o cuando se debe combinar información tanto cuantitativa como cualitativa. Se trata de una aproximación matemática para modelar esas situaciones. Este curso está diseñado para ayudar a entender y explicar cómo funcionan dichos sistemas. El curso tiene una [...]
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Aprendizaje automático y ciencia de datos (edX)

Aprende a valorizar y extraer conocimiento a partir de los datos, usando técnicas y herramientas de análisis de datos genéricas, y aprendizaje automático en particular. El aprendizaje automático es una habilidad que toma cada vez más relevancia debido al gran número de datos (big data), los cuales deben de [...]
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Build and Operate Machine Learning Solutions with Azure (Coursera)

Oct 25th 2021
Build and Operate Machine Learning Solutions with Azure (Coursera)
Course Auditing
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Azure Machine Learning is a cloud platform for training, deploying, managing, and monitoring machine learning models. In this course, you will learn how to use the Azure Machine Learning Python SDK to create and manage enterprise-ready ML solutions. This is the third course in a five-course program that prepares [...]
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Oct 25th 2021
Course Auditing
41.00 EUR/month