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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-with-core-ml-2-and-swift/
课程评论：没有评论
课程名称：iOS机器学习与Core ML 2及Swift 5 课程概述： 这是一个实用且简洁的Core ML 2课程，您可以在不到三小时的时间内完成，并附赠电子书！想在您的应用程序中集成合成视觉、自然语言处理或情感分析等功能吗？在本课程中，我将教您如何利用Apple的Core ML 2释放机器学习的潜能。我会展示如何使用Create ML训练和部署自然语言和视觉识别模型。 您将熟悉常见的机器学习任务，并专注于实际应用，通过动手编写Swift代码来学习。我们将揭开机器学习的神秘面纱，探讨其工作原理，并以简单的术语介绍每个概念，避免混淆的术语。 课程内容涵盖合成视觉和自然语言处理等高级主题。您将通过构建能够实时识别面孔、条形码、文本和照片中矩形区域的iOS应用来应用所学知识。您还将学习如何在您的计算机上训练机器学习模型，开发多个智能应用程序，包括花朵识别器和亚马逊评论情感分析器。 讲师资质： 我有超过25年的软件开发经验，曾供职于Apple、Siemens和SAP等公司。作为一名软件架构师，我设计并构建了多个企业系统和框架，包括Siemens Healthcare的syngo图像处理系统的核心组件。我是SAP Cloud Platform SDK for iOS的高级软件架构师之一，目前在移动计算领域拥有12项相关专利。 课程主题包括： - 理解Apple提供的机器学习框架 - 使用NaturalLanguage框架进行自然语言文本处理 - 在Xcode中设置Core ML项目 - 使用Vision进行图像分析 - 在计算机上使用Create ML训练图像分类器 - 确定亚马逊产品评论的情感倾向 如果您对机器学习感兴趣，那么“Machine Learning with CoreML 2 and Swift 5”是完美的课程选择。 学生评价： “感谢Karoly，您提供了又一门出色的课程，详细解释和现实世界的机器学习示例，对于任何应用程序开发者都是适用的。” - Jim McMillan “这门课程是学习Swift机器学习的最佳入门，能让您熟悉常见的机器学习任务，非常适合初学者。” - Zbyszek Pietras “我一直在寻找教授CoreML2与自然语言处理及CreateML的课程，这门课程非常有用，直接切入主要主题。” - Dan Gray 与此课程一起，您还将获得： - 个性化支持：您将获得课程的私人论坛访问权限，我将在必要时回答问题并提供支持。 - 附赠电子书 - 可下载的资源：您可以下载演示项目以便跟随学习。 - 持续更新：我会持续改进课程，以提供新鲜和最新的内容。 我们的30天退款保证： 如果您对购买不满意，我们会退款。我们希望确保您对课程完全满意，因此非常乐意提供退款保证。 快来点击注册按钮吧。课程第一节课见！
A practical and concise Core ML 2 course you can complete in less than three hours. Companion eBook included!Wouldn't it be great to integrate features like synthetic vision, natural language processing, or sentiment analysis into your apps? In this course, I'll teach you how to unleash the power of machine learning using Apple Core ML 2. I'll show you how to train and deploy models for natural language and visual recognition using Create ML.I'm going to familiarize you with common machine learning tasks. We'll focus on practical applications, using hands-on Swift coding.We're going to demystify what machine learning is by investigating how it works. And no worries, I introduce each concept using simple terms, avoiding confusing jargon.We'll delve into advanced topics like synthetic vision and natural language processing. You'll apply what you've learned by building iOS applications capable of identifying faces, barcodes, text, and rectangular areas in photos in real-time.You'll learn how to train machine learning models on your computer. You're going to develop several smart apps, including a flower recognizer and an Amazon review sentiment analyzer.And there's a lot more!What qualifies me to teach you? I have more than 25 years of software development expertise. I've worked for companies like Apple, Siemens, and SAP. As a software architect, I have designed and built several enterprise systems and frameworks, including core components of Siemens Healthcare's syngo image processing system. I'm one of the senior software architects behind the SAP Cloud Platform SDK for iOS, a framework built by Apple and SAP. I currently hold twelve patents related to inventions in the field of mobile computing.Topics include:- Understanding the machine learning frameworks provided by Apple- Natural language text processing using the NaturalLanguage framework- Setting up a Core ML project in Xcode- Image analysis using Vision- Training an image classifier on your computer using CreateML- Determining the tonality of an Amazon product review"Machine Learning with CoreML 2 and Swift 5" is the perfect course for you if you're interested in machine learning.STUDENT REVIEWS"Thank you Karoly, you have delivered another excellent course, with detailed explanations and real world examples of machine learning that any app developer will be able to put into practice with their app development.Excellent course." - Jim McMillan"This course is the best introduction to Machine Learning with Swift. It is going to familiarize you with common machine learning tasks and is very helpful for beginners." - Zbyszek Pietras"I've been looking for a course that teaches CoreML2 with natural language processing and CreateML. I found this course very useful and gets directly to the important topics. I also appreciated the Vision CoreML section as well." - Dan GrayMORE THAN AN ONLINE COURSE. WITH THIS CLASS, YOU ALSO RECEIVE:Personalized supportAs a student of this course, you'll get access to the course's private forum, where I answer questions and provide support if necessary.The companion eBookDownloadable resourcesYou get downloadable demo projects you can use to follow along.Continuous updatesI keep enhancing this course to provide fresh and up-to-date content.OUR 30-DAY MONEY-BACK GUARANTEEIf you aren't satisfied with your purchase, we'll refund you your money. We want to make sure you're completely satisfied with the course. That's why we're happy to offer you this money-back guarantee.Go ahead and click the enroll button. See you in the first lesson!
