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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-academy-3-learn-artificial-neural-networks-from-a-z/
课程评论：没有评论
课程名称：AI Academy #3: 从头到尾学习人工神经网络 课程概述： 你是否希望以高准确率预测经济时间序列，如股票价格或指数？你是否想用简单的代码预测天气数据，如温度和风速？如果你的回答是肯定的，那么请继续阅读…… 人工神经网络（ANNs），或称为连接主义系统，是一种计算系统，灵感来源于构成动物大脑的生物神经网络。这些系统通过考虑示例进行“学习”，通常无需编写特定于任务的规则。在本课程中，你将学习如何使用Scikit Learn和Keras库及Python掌握多层感知器（MLP）神经网络。首先，你将学习如何利用MLP分类器对数据集进行分类，以找到正确的类别。接着，你将深入学习如何使用神经网络在Keras环境中预测时间序列模型。 课程内容： 1. **基础知识**：使用Python和sklearn的MLP分类器预测不同数据集的输出，包括逻辑门、车辆数据集和生成的数据集。 2. **Keras库的应用**：使用Keras库预测不同数据集的输出，如随机数据集、国际航空乘客预测和洛杉矶温度预测。 3. **递归神经网络（RNN）**：学习如何在Python和Keras中建立RNN。 4. **LSTM网络**：学习如何预测Google股票价格。 5. **NASDAQ指数预测**：掌握如何准确预测NASDAQ指数。 6. **纽约温度与风速预测**：学习如何低误差预测纽约温度及准确预测风速。 重要提示： - 如果你认为课程对你的职业生涯无用，课程提供30天无理由全额退款保障。 - 一旦报名，你将获得无限的终身访问权限，并可随时获得课程更新。 - 提供全面的支持，解答与课程相关的任何问题或建议。 现在是采取行动的时候了！点击右上角的“注册此课程”按钮！趁时间还没浪费，期待在课程中见到你！ 最诚挚的问候， Sobhan
Do you like to learn how to forecast economic time series like stock price or indexes with high accuracy?Do you like to know how to predict weather data like temperature and wind speed with a few lines of codes?If you say Yes so read more...Artificial neural networks (ANNs) or connectionist systems are computing systems vaguely inspired by the biological neural networks that constitute animal brains. Such systems "learn" to perform tasks by considering examples, generally without being programmed with any task-specific rules. In this Course you learn multilayer perceptron (MLP) neural network by using Scikit learn & Keras libraries and Python.You learn how to classify datasets by MLP Classifier to find the correct classes for them. Next you go further. You will learn how to forecast time series model by using neural network in Keras environment.Next you are going to learn how to build RNN and LSTM network in python and keras environment. I start with basic examples and move forward to more difficult examples.In the first section you learn how to use python and sklearn MLPclassifier to forecast output of different datasets. Logic GatesVehicles DatasetsGenerated DatasetsIn second section you can forecast output of different datasets using Keras libraryRandom datasetsForecast International Airline passengersLos Angeles temperature forecastingNext you are going further and learn how to make Recurrent Neural Networks:In the 3rd section you'll learn how to use python and Keras to forecast google stock price. In the 4th section you'll know how to use python and Keras to predict NASDAQ Index precisely.In the 5th section you'll learn how to use python and Keras to forecast New York temperature with low error. In the 6th section you'll know how to use python and Keras to predict New York Wind speed accurately.___________________________________________________________________________Important information before you enroll:In case you find the course useless for your career, don't forget you are covered by a 30 day money back guarantee, full refund, no questions asked!Once enrolled, you have unlimited, lifetime access to the course!You will have instant and free access to any updates I'll add to the course.You will give you my full support regarding any issues or suggestions related to the course.Check out the curriculum and FREE PREVIEW lectures for a quick insight.___________________________________________________________________________Music from Jukedeck - create your own at jukedeck com___________________________________________________________________________It's time to take Action!Click the "Take This Course" button at the top right now!...Don't waste time! Every second of every day is valuable...I can't wait to see you in the course!Best Regrads,Sobhan
