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Machine Learning with Python: from Linear Models to Deep Learning (edX)

Feb 1st 2023
Machine Learning with Python: from Linear Models to Deep Learning (edX)
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An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]

Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)

Jan 30th 2023
Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)
Course Auditing
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In the third course of the Machine Learning Specialization, you will: Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection; Build recommender systems with a collaborative filtering approach and a content-based deep learning method; Build a deep reinforcement learning [...]

Create Machine Learning Models in Microsoft Azure (Coursera)

Jan 30th 2023
Create Machine Learning Models in Microsoft Azure (Coursera)
Course Auditing
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Machine learning is the foundation for predictive modeling and artificial intelligence. If you want to learn about both the underlying concepts and how to get into building models with the most common machine learning tools this path is for you. In this course, you will learn the core principles [...]

Data Warehousing and Business Intelligence (Coursera)

This course builds on “The Nature of Data and Relational Database Design” to extend the process of capturing and manipulating data through data warehousing and data mining. Once the transactional data is processed through ETL (Extract, Transform, Load), it is then stored in a data warehouse for use in [...]

Data Engineering and Machine Learning using Spark (Coursera)

Jan 30th 2023
Data Engineering and Machine Learning using Spark (Coursera)
Course Auditing
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Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behaviors and preferences of prospects, clients, competitors, and others. In this short course [...]

Introducción a la Minería de Datos (Coursera)

En este curso, aprenderás de manera gradual y práctica los conceptos básicos de Minería de Datos, junto a los algoritmos más utilizados hoy en día. Al finalizar el curso, serás capaz de entender la importancia de manejar la información y de explorar por ti mismo distintas bases de datos [...]

Trabalho de conclusão de Ciência de Dados Aplicada (Coursera)

Este curso do projeto de conclusão mostrará um pouco do que os cientistas de dados passam na vida real ao trabalhar com dados. Você aprenderá sobre dados de localização e diferentes provedores de dados de localização, como o Foursquare. Você aprenderá como fazer chamadas de API RESTful para a [...]

Microsoft Azure Machine Learning (Coursera)

Jan 30th 2023
Microsoft Azure Machine Learning (Coursera)
Course Auditing
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Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier. In this course, you will [...]
Jan 30th 2023
Course Auditing
42.00 EUR/month

Build Regression, Classification, and Clustering Models (Coursera)

Jan 30th 2023
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
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Effort
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In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
Jan 30th 2023
Course Auditing
41.00 EUR/month

Data Analytics Foundations for Accountancy II (Coursera)

Welcome to Data Analytics Foundations for Accountancy II! I'm excited to have you in the class and look forward to your contributions to the learning community. To begin, I recommend taking a few minutes to explore the course site. Review the material we’ll cover each week, and preview [...]