このコースについて
41,120 最近の表示

次における6の6コース

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

約13時間で修了

推奨:4 weeks of study, 3-4 hours/week (Approximately 15 hours to complete)...

英語

字幕:英語

習得するスキル

Artificial Intelligence (AI)OpencvComputer Visionwatson

次における6の6コース

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

約13時間で修了

推奨:4 weeks of study, 3-4 hours/week (Approximately 15 hours to complete)...

英語

字幕:英語

このProfessional Certificateを受講している学習者は

  • Data Scientists
  • Machine Learning Engineers
  • Technical Solutions Engineers
  • Founders
  • Software Engineers

シラバス - 本コースの学習内容

1
1時間で修了

Introduction to Computer Vision

5件のビデオ (合計19分), 2 readings, 2 quizzes
5件のビデオ
Introduction to Computer Vision4 分
Applications of Computer Vision3 分
Recent Research in Computer Vision4 分
Brainstorming Your Own Applications3 分
2件の学習用教材
Welcome2 分
Articles10 分
2の練習問題
Practice Assessment8 分
Graded - (10%) Overview of Computer Vision and its Applications20 分
1時間で修了

Image Classification with IBM Watson

6件のビデオ (合計24分), 1 reading, 2 quizzes
6件のビデオ
Watson Visual Recognition in Action2 分
Getting Started with Watson Visual Recognition2 分
Classification with Watson Visual Recognition2 分
Working with Custom Classifiers5 分
Custom Image Classifiers with IBM Watson4 分
1件の学習用教材
LAB: Classifying Images with IBM Watson30 分
2の練習問題
Practice Assessment8 分
Graded - (10%) Classifiers with IBM Watson VR - Part 120 分
1時間で修了

Custom Classifiers with Watson Visual Recognition

3件のビデオ (合計8分), 2 readings, 1 quiz
3件のビデオ
Classifying with Negative Examples2 分
Retrain a Visual Recognition Model with Negative Images2 分
2件の学習用教材
Industry Case Studies with Custom Image Classifiers10 分
LAB: Testing and Training a Custom Classifier30 分
1の練習問題
Graded - (10%) Classifiers with IBM Watson VR - Part 225 分
2
4時間で修了

Image Processing using IBM Watson and Python

4件のビデオ (合計23分), 3 readings, 4 quizzes
4件のビデオ
Using Watson Visual Recognition10 分
Applications of Watson Visual Recognition6 分
Using the Watson VR API with Python4 分
3件の学習用教材
[Important Reminder] : Completion of Labs2 分
Instruction for Obtaining your API Key2 分
Articles10 分
2の練習問題
Practice Assessment20 分
Graded - (20%) Image Processing using IBM Watson40 分
3
4時間で修了

Face Detection and Image Processing using OpenCV and Python

3件のビデオ (合計22分), 2 readings, 5 quizzes
3件のビデオ
Detecting Faces with Cascade Filters9 分
Detecting Eyes with Cascade Filters6 分
2件の学習用教材
[Important Reminder]: Completion of Labs2 分
Instruction for Obtaining your API Key2 分
2の練習問題
Practice Assessment20 分
Graded - (20%) Face Detection and Image Processing using OpenCV40 分
4
3時間で修了

Project: Building a Web-Based Computer Vision App

2 readings, 2 quizzes
2件の学習用教材
Project: How to deploy your VR Classifier10 分
Instruction for Obtaining your API Key2 分
4.6
10件のレビューChevron Right

Introduction to Computer Vision with Watson and OpenCV からの人気レビュー

by SSAug 20th 2019

This is one of the best course by IBM. I specifically enjoyed Computer Vision modelling and its related project and also enjoyed the way team put in effort for designing this course.

by SCJul 14th 2019

Great introduction to Visual Recognition and Computer Vision! Lots of examples are provided for me to grasp the concepts behind complicated applications!

講師

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Yi Leng Yao

MSc., Data Scientist, Software Engineer
IBM Skills Network
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Sacchit Chadha

Software Engineer @ IBM | Rising Computer Science Senior @ UWaterloo

IBMについて

IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame....

IBM Applied AI プロフェッショナル認定について

Artificial Intelligence (AI) is transforming our world. Whether you’re a student, developer, or a technology consultant, understanding AI and knowing how to create AI powered applications can give you an edge in your career. This Professional Certificate is designed to arm you with the skills to work as an AI Application Developer. It will give you a firm understanding of AI, its applications, and its use cases. You will become familiar with IBM Watson AI services and APIs. Even if you have no programming background, you will be able to create AI driven chatbots as well as pick up practical Python skills to work with AI. The courses will also enable you to apply pre-built AI smarts to your products and solutions. A learner with no prior knowledge of AI will learn to design, build, and deploy AI-powered applications on the web. Rather than create complex AI algorithms and interfaces from scratch, learners will use IBM Watson AI services and APIs to create smart applications with minimal coding. By the end of this Professional Certificate, learners will complete several projects that showcase proficiency in applying AI and building AI powered solutions....
IBM Applied AI

よくある質問

  • 修了証に登録すると、すべてのビデオ、テスト、およびプログラミング課題(該当する場合)にアクセスできます。ピアレビュー課題は、セッションが開始してからのみ、提出およびレビューできます。購入せずにコースを検討することを選択する場合、特定の課題にアクセスすることはできません。

  • コースに登録する際、修了証のすべてのコースにアクセスできます。コースの完了時には修了証を取得できます。電子修了証が成果のページに追加され、そこから修了証を印刷したり、LinkedInのプロフィールに追加したりできます。コースの内容の閲覧のみを希望する場合は、無料でコースを聴講できます。

  • After completing this course you will be able to:

    ●      explain what computer vision is and its applications

    ●      understand the roles of Python, OpenCV and IBM Watson in computer vision

    ●      classify images utilizing IBM Watson, Python, and OpenCV

    ●      build and train custom image classifiers using Watson Visual Recognition API

    ●      process images in Python using OpenCV

    ●      create an interactive computer vision web application and deploy it to the cloud

  • No specialized hardware or software is required to complete this course. You will perform all labs and projects in a cloud environment and work with Python in Jupyter Notebooks, OpenCV, and IBM Watson Visual Recognition. Instructions for no-charge access to IBM Cloud is provided. You will require a modern web browser (i.e. recent versions of Chrome or Firefox).

さらに質問がある場合は、受講者向けヘルプセンターにアクセスしてください。