Artificial Neural Networks

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Advanced Learning Algorithms (Coursera)

Mar 25th 2024
Advanced Learning Algorithms (Coursera)
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In the second course of the Machine Learning Specialization, you will: build and train a neural network with TensorFlow to perform multi-class classification; apply best practices for machine learning development so that your models generalize to data and tasks in the real world; build and use decision trees and [...]

Engajamento, Conversão e o Consumidor (Coursera)

Nossas boas-vindas ao Curso Engajamento, Conversão e o Consumidor. Neste curso, você aprenderá sobre as diferentes técnicas de análise de dados que permitem acompanhar e monitorar o consumidor com relação ao seu engajamento e aos seus níveis de conversão.

Neural Networks and Random Forests (Coursera)

Mar 25th 2024
Neural Networks and Random Forests (Coursera)
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In this course, we will build on our knowledge of basic models and explore advanced AI techniques. We’ll start with a deep dive into neural networks, building our knowledge from the ground up by examining the structure and properties. Then we’ll code some simple neural network models and learn [...]

Machine Learning Models in Science (Coursera)

Mar 25th 2024
Machine Learning Models in Science (Coursera)
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This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start with data preprocessing techniques, such as [...]
Mar 25th 2024
Course Auditing
33.00 EUR/month

Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

Mar 25th 2024
Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)
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There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have [...]

Applied ChatGPT for Cybersecurity (Coursera)

Mar 11th 2024
Applied ChatGPT for Cybersecurity (Coursera)
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There's a lot of talk about good and bad use of ChatGPT, but in this course we will dig into using ChatGPT to do some hands on introductory SOC analyst/incident response work, starting with basic packet analysis and moving to basic reverse engineering of a piece of malware. ChatGPT [...]

Deep Learning for Business (Coursera)

Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future, more advanced “self-learning” capable DL (Deep Learning) and ML (Machine Learning) technology will be used in almost every aspect of your business and industry. So [...]

Automated and Connected Driving Challenges (edX)

Self Paced
Automated and Connected Driving Challenges (edX)
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The MOOC "Automated and Connected Driving Challenges (ACDC)" introduces participants to some of the latest research challenges and provides the possibility to develop and test automated and connected driving functions step by step.

Attention Mechanism with Google Cloud (Udacity)

Learn how the attention mechanism works and can be applied to machine translation. This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be [...]

Deep Learning (edX)

En este curso aprenderás que es una red neuronal, como crear una red neuronal, entrenar una red neuronal con un conjunto de imágenes. Deep learning es un área de reciente creación con una enorme popularidad. Deep learning busca el aprendizaje a partir de grandes volúmenes de datos y con [...]