Über diesen Kurs
41,120 kürzliche Aufrufe

Kurs 6 von 6 in

100 % online

Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.

Flexible Fristen

Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.

Stufe „Anfänger“

Ca. 14 Stunden zum Abschließen

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

Englisch

Untertitel: Englisch

Kompetenzen, die Sie erwerben

Artificial Intelligence (AI)OpencvComputer Visionwatson
Kursteilnehmer, die sich für Professional Certificate entscheiden, sind
  • Data Scientists
  • Machine Learning Engineers
  • Technical Solutions Engineers
  • Founders
  • Software Engineers

Kurs 6 von 6 in

100 % online

Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.

Flexible Fristen

Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.

Stufe „Anfänger“

Ca. 14 Stunden zum Abschließen

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

Englisch

Untertitel: Englisch

Lehrplan - Was Sie in diesem Kurs lernen werden

Woche
1
1 Stunde zum Abschließen

Introduction to Computer Vision

5 Videos (Gesamt 19 min), 2 Lektüren, 2 Quiz
5 Videos
Introduction to Computer Vision4m
Applications of Computer Vision3m
Recent Research in Computer Vision4m
Brainstorming Your Own Applications3m
2 Lektüren
Welcome2m
Articles10m
2 praktische Übungen
Practice Assessment8m
Graded - (10%) Overview of Computer Vision and its Applications20m
1 Stunde zum Abschließen

Image Classification with IBM Watson

6 Videos (Gesamt 24 min), 1 Lektüre, 2 Quiz
6 Videos
Watson Visual Recognition in Action2m
Getting Started with Watson Visual Recognition2m
Classification with Watson Visual Recognition2m
Working with Custom Classifiers5m
Custom Image Classifiers with IBM Watson4m
1 Lektüre
LAB: Classifying Images with IBM Watson30m
2 praktische Übungen
Practice Assessment8m
Graded - (10%) Classifiers with IBM Watson VR - Part 120m
1 Stunde zum Abschließen

Custom Classifiers with Watson Visual Recognition

3 Videos (Gesamt 8 min), 2 Lektüren, 1 Quiz
3 Videos
Classifying with Negative Examples2m
Retrain a Visual Recognition Model with Negative Images2m
2 Lektüren
Industry Case Studies with Custom Image Classifiers10m
LAB: Testing and Training a Custom Classifier30m
1 praktische Übung
Graded - (10%) Classifiers with IBM Watson VR - Part 225m
Woche
2
4 Stunden zum Abschließen

Image Processing using IBM Watson and Python

4 Videos (Gesamt 23 min), 3 Lektüren, 4 Quiz
4 Videos
Using Watson Visual Recognition10m
Applications of Watson Visual Recognition6m
Using the Watson VR API with Python4m
3 Lektüren
[Important Reminder] : Completion of Labs2m
Instruction for Obtaining your API Key2m
Articles10m
2 praktische Übungen
Practice Assessment20m
Graded - (20%) Image Processing using IBM Watson40m
Woche
3
4 Stunden zum Abschließen

Face Detection and Image Processing using OpenCV and Python

3 Videos (Gesamt 22 min), 2 Lektüren, 5 Quiz
3 Videos
Detecting Faces with Cascade Filters9m
Detecting Eyes with Cascade Filters6m
2 Lektüren
[Important Reminder]: Completion of Labs2m
Instruction for Obtaining your API Key2m
2 praktische Übungen
Practice Assessment20m
Graded - (20%) Face Detection and Image Processing using OpenCV40m
Woche
4
3 Stunden zum Abschließen

Project: Building a Web-Based Computer Vision App

2 Lektüren, 2 Quiz
2 Lektüren
Project: How to deploy your VR Classifier10m
Instruction for Obtaining your API Key2m
4.6
9 BewertungenChevron Right

Top-Bewertungen von Introduction to Computer Vision with Watson and OpenCV

von 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.

von 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!

Dozenten

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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

Über IBM

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....

Über den IBM Applied AI Zertifikat über berufliche Qualifikation

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

Häufig gestellte Fragen

  • Sobald Sie sich für ein Zertifikat angemeldet haben, haben Sie Zugriff auf alle Videos, Quizspiele und Programmieraufgaben (falls zutreffend). Aufgaben, die von anderen Kursteilnehmern bewertet werden, können erst dann eingereicht und überprüft werden, wenn Ihr Unterricht begonnen hat. Wenn Sie sich den Kurs anschauen möchten, ohne ihn zu kaufen, können Sie womöglich auf bestimmte Aufgaben nicht zugreifen.

  • Wenn Sie sich für den Kurs anmelden, erhalten Sie Zugriff auf alle Kurse des Zertifikats und Sie erhalten nach Abschluss aller Arbeiten ein Zertifikat. Ihr elektronisches Zertifikat wird zu Ihrer Seite „Errungenschaften“ hinzugefügt – von dort können Sie Ihr Zertifikat ausdrucken oder es zu Ihrem LinkedIn-Profil hinzufügen. Wenn Sie lediglich den Inhalt des Kurses lesen und anzeigen möchten, können Sie kostenlos als Gast an dem Kurs teilnehmen.

  • 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).

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