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所在平台: Udemy |
课程主页: https://www.udemy.com/course/firebase-ml-kit-for-android-developers/
课程评论：没有评论
课程名称：Android与Firebase ML Kit开发（Java/Kotlin） 课程概述： 本课程面向具有基本Android应用开发知识（Java或Kotlin）的开发者，旨在通过使用Firebase ML Kit为Android应用添加智能功能，让您的应用变得更加智能。您将学习如何将机器学习（ML）模型集成到Android应用中，并探索人工智能（AI）和机器学习的强大能力。本课程以Android Studio 3.6.1为基础录制，虽然推荐使用该版本，但学生也可以使用最新的Android Studio版本。 课程内容： 1. 了解Firebase ML Kit及其提供的功能。 2. 如何在Android应用中集成ML Kit。 3. 开发多个Android应用，涵盖以下功能： - 文本识别应用 - 语言翻译应用 - 语言检测应用 - 面部检测应用 - 条形码扫描应用 - 物体检测应用 - 地标识别应用 - 石头识别应用 4. 学习使用Firebase ML Kit的Auto ML Vision Edge功能，通过自己的数据集训练机器学习模型，并开发相应的Android应用。 5. 最终结合Firebase ML Kit的不同功能，构建一个分类手机图库图片的Android应用。 课程导师Hamza Asif拥有多项移动机器学习教学经验，之前在Udemy也推出过“Android应用开发的完整Tensorflow Lite课程”。建议在学习本课程之前，先了解“Android开发者的机器学习基础”课程，以便更好地理解机器学习的工作原理。 目标受众： - 初学者，渴望通过Android应用开发和机器学习创造有趣的项目。 - 希望在技能中加入机器学习实现的开发者。 - 经验丰富的应用开发者，有热情打造理想应用的技术人员。 - 具有创意的企业家，想要实现大想法的人。 课程优势： - 30天无风险退款保障。 - 灵活的工作环境。 - 与前沿公司的合作机会。 - 提升职业前景的潜力。 - 开发任意Android应用的能力，发挥您的创造力。 如果您对机器学习和计算机视觉的实际应用感兴趣，并希望在您的Android应用开发中实现这些技术，本课程将为您提供铺平道路的机会。立即报名，开始这个创新的旅程吧！
RequirementsYou should have some basic knowledge of Android App Development using Java or KotlinFirebase ML Kit for Android Developer'sMake your Android Applications smart, use ML trained model or train your own ML models explore the power of AI and Machine Learning.This course was recorded using Android Studio 3.6.1 (which is a great introduction to the development environment!) For a smooth experience I'd recommend you use the same, but students can still use the latest Android Studio version available if they prefer!Wish you'd thought of Object Recognition/Face Detection/Text Recognition?Me too.But until I work out how to build a time machine.Here's the next best thing.Firebase ML Kit for Android Developer'sCurriculum:In this course, we will explore the features of Firebase ML Kit for Android. We will start by learning about Firebase ML Kit and Features it provides. Then we will see how to integrate ML Kit inside your Android Application just using Android studio. After that, we will explore the features of ML Kit and develop Android Applications likeText Recognition Android ApplicationAndroid Application to Translate between LanguagesLanguage Detection ApplicationFace Detection ApplicationBarcode Scanner Android ApplicationObject Detection Android AppLandmark Recognition ApplicationStones Recognition ApplicationThen we will learn about Auto ML Vision edge feature of Firebase ML Kit using which we can train the Machine Learning model on our own dataset and build Android Application for that model. We will train model to recognize different types of stones and build an Android App for that model.At the end of this course, we will combine different features of Firebase ML kit to build an Android Application to categorize images of mobile gallery.Why choose me?My name's Hamza Asif, Udemy's coding instructor.It's not my first course on mobile Machine Leaning. I have a course named "Complete Tensorflow Lite course for Android App Development" on udemy.So which course you should take? It's recommended taking "Machine Learning for Android Developer using Tensorflow lite" first so that you can understand the working of Machine Learning.If you want to learn a practical implementation and use of Machine Learning in Android using Firebase ML Kit...........................................................................................................................................................................................................................................................................................................................................................then that course is for you. This is my 2nd course on Android Machine Learning and I am the only udemy instructor with more than one course on that topic. My goal is to promote the use of Machine Learning in Android and I am excited to share my knowledge with you.Android Version we will use?Android Pie, Android QAll the Android Application we will develop in this course we will use Android Pie and Q to test them. So we are/So join my Firebase ML Kit for Android Developer's course today and here's what you'll getLearn practical implementation of Text Recognition, Language Identification, Face and expression detection, Barcode scanning, Landmark Recognition, Text Translation, and Object detection and recognition inside Android App Development using Android Studio and ML kit.Learn how to use Auto ML to train the model on your own dataset and use those models in Android ApplicationLearn about both on-device and Cloud Machine LearningWhy take this course?Machine Learning use is at its peak so is the mobile tech but people having skills to implement both are rare. This course will enable you to empower your Android Applications with the practical implementation of Machine Learning, Computer Vision, and AI.Having a little knowledge of Android App Development, this course will differentiate you from other developers because you will have something that is currently in demand.This course will make provide you a smooth path to become a pro in using Machine Learning in your Applications.This course will not just enable you to apply machine learning in limited scenarios but It will enable you toPrepare or download your own datasetTrain machine learning modelDevelop Android ApplicationSo if you have very basic knowledge of Android App Development and want to apply Machine Learning in Android Applications without knowing background knowledge of Machine Learning this course is or you. Is this course for you?This is a one-size-fits-all course for beginners to experts. So, this course is for you if you are:A total beginner, with a curious mind and a drive to make and create awesome stuff using Android App development and MLA fledgling developer, want to add Machine Learning implementation in his skillsetA pro app developer-heavyweight, with an itch to build your dream app An entrepreneur with big ideasBenefits to youRisk-free! 30-day money-back guaranteeFreedom to work from anywhere (beach, coffee shop, airport - anywhere with Wi-Fi)Potential to work with forward-thinking companies (from cool start-ups to pioneering tech firms)Rocket-fuelled job opportunities and powered-up career prospectsA sense of accomplishment as you build amazing thingsMake any Android app you like (your imagination is your only limit)Submit your apps to Google Play and potentially start selling within hoursUse ML Kit just using Android StudioThanks for getting this far. I appreciate your time! I also hope you're as excited to get started as I am to share the latest use of ML in Android development with you.All that remains to be said, is this…Don't wait another moment. The world is moving fast. And I know you've got ideas worth sharing.Coding really can help you achieve your dreams.So click the button to sign up today - completely risk-free.And join me on this trailblazing adventure, today.Who this course is for:Anyone who wants to learn the practical implementation of Machine Learning and Computer Vision in their Android Applications.Anyone who wants to make their Android App Development smart.Anyone who wants to train and deploy Machine Learning models on his own data without background knowledge of Machine Learning.
