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所在平台: Udemy |
课程主页: https://www.udemy.com/course/build-a-real-world-deep-learning-solution-practical-guide/
课程评论：没有评论
课程名：构建真实世界的深度学习解决方案：实用指南 课程概述：随着神经网络、机器学习、深度学习和逻辑回归等术语的频繁出现，这些概念已在科技行业成为热议的焦点。深度学习，作为机器学习的一个重要分支，正在被广泛应用于日常生活中的各类场景，比如自动驾驶汽车、交通辅助、机场的人脸识别技术，以及大卖场销售预测等。 在本课程中，你将学习如何利用深度学习创建一套用于追踪大卖场各种产品销售的算法。通过从现有的数据中自主学习，你将能够构建一个模型来预测每种产品的销售情况。课程内容包括TensorFlow的使用、数据科学假设、数据探索、数据可视化以及数据回归等。 课程从基础介绍开始，逐步引入与深度学习相关的重要概念，这些概念将在课程后期得到应用。你将学习假设测量、虹膜花数据集、大卖场数据集的生成假设、数据提取、数据预处理和数据建模。通过本课程的学习，你将具备构建预测模型的能力，能够预测每个产品的销售潜在值。 现在就开始这个在线课程，学习并理解构建大卖场销售预测所需的所有深度学习算法概念吧！
Words like a neural network, machine learning, deep learning, logistic regression are popping up more and more. All of these have now become a buzz in the tech industry. Among all, deep learning is one such concept that has become the focus of many machine learning-based researches.Already, deep learning is being used in many daily life applications. From self-driving cars to traffic assistance to face recognition technology at the airport to big mart sale prediction, deep learning is used like never before.Just like all others, deep learning is also a subset of AI. In this tutorial, you will be going to learn the use of Deep Learning for creating a computer algorithm that can be used for tracking big mart sales on various products. It can be done via autonomous learning from the available data and information.In this deep learning project, you will learn how to build a model that can predict the sales of each product at a big mart.Overall, you will learn about the TensorFlow, data science hypotheses, data exploration, data visualization & data regression for building this project.This deep learning online tutorial unfolds with the basic introduction and then introduces you to several important concepts associated with deep learning that you will be going to use in the latter part of this course.You will be taught about the hypothetical measurement, Iris flower, Big Mart dataset, generating hypotheses, data extraction, data pre-processing and data modeling. By the end of this course, you will be able to build a predictive model that can predict the likely value of sales of each of the products.Begin with this online course now to learn and understand all the concepts required to build a Deep Learning algorithm for Big Mart Sale Prediction.
