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所在平台: Udemy |
课程主页: https://www.udemy.com/course/neuralnetworks/
课程评论：没有评论
**课程名称：** The Deep Learning Masterclass: Classify Images with Keras **课程概述：** 本课程是一门由Nimish Narang（Mammoth Interactive的顶尖数据科学家和应用开发者）主讲的深度学习入门大师班。课程以Keras为核心，教授如何构建图像分类器，并涵盖了Python编程基础、机器学习、神经网络和卷积的入门知识，以及TensorFlow的应用。课程设计循序渐进，即使是完全没有编程经验的初学者也能轻松上手，并能独立完成项目，为简历增添实际作品。课程进度以“天”为单位划分，但学习节奏可自由掌握。Day 2涵盖Python基础，Day 3深入机器学习和神经网络，Day 4重点讲解Keras API和TensorFlow，Day 5则实践使用CIFAR-10数据集构建自己的图像分类模型。本课程的理论知识和实践操作相结合，旨在帮助学员掌握市场急需的深度学习技能。 **目标学员：** * 对深度学习和图像分类感兴趣的初学者。 * 希望学习Keras和TensorFlow框架的开发者。 * 希望提升编程技能和掌握前沿科技的任何人。 * 有PyCharm和Python基础，但想系统学习深度学习的学员。 **课程亮点：** * **零基础友好：** 适合完全没有编程经验的学员。 * **循序渐进：** 从Python基础到深度学习模型构建，教学过程清晰明了。 * **实战导向：** 学习如何构建真实的图像分类器，并完成可放入简历的项目。 * **热门技术：** 涵盖Python、机器学习、神经网络、卷积、Keras和TensorFlow。 * **就业前景：** 掌握高需求技能，为职业发展奠定基础。 **特别说明：** 本课程曾通过Kickstarter众筹成功。
"Very clear and babysteps-wise so far." The Deep Learning Masterclass: Make a Keras Image Classifier Welcome to this epic masterclass on Keras (and so much more) with our #1 data scientist and app developer Nimish Narang, creator of over 20 Mammoth Interactive courses and a top-seller on Udemy.This course was funded by a wildly successful KickstarterAnyone can take this course. No experience is required. If you already have experience using PyCharm and running Python files and programs on the interface, you can simply skip ahead to whatever section best suits your needs. Or, you can follow the progression of this meticulously curated course especially designed to take any absolute beginner off the street and make them a data modeler.This course is divided into days, but of course you can learn at your own pace. In Day 2 we teach you all the fundamentals of the Python programming language. If you already have experience coding in this popular language, brushing up on the fundamentals and fixing bad coding habits is a great exercise. If you are a beginner this section ensures you don't get lost with the rest of the crowd.At Day 3 we dive into machine learning and neural networks. You also get an introduction to convolutions. These are hot topics that are in high demand in the market. If you can use this new technology to your advantage you are pretty much guaranteed a job! Everyone is desperate for employees with these skills.In Day 4 we go headfirst into Keras and understanding the API and Syntax. You also get to know TensorFlow, the open source machine learning framework for everyone.At Day 5 we explore the CIFAR-10 image dataset. Then we are ready to build our very own image classifier model from scratch. You will learn how to classify images by training a model. We're going to have a lot of fun, and you'll have complete projects to put on your resume immediately. Join now in this NEW Mammoth Interactive bootcamp course!
