Computer Vision Expert

BY
Udacity

Build a strong career as a computer vision expert by improvising your machine learning and deep learning skills with the Computer Vision Course by Udacity.

Lavel

Expert

Mode

Online

Duration

3 Months

Quick Facts

particular details
Collaborators Deep learning, +1 more
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
Learning efforts 10-15 Hours Per Week

Course overview

The Computer Vision certification course is designed so that the candidates can improve their existing deep learning and machine learning skills with programming techniques and computer vision theory. Candidates can apply these skills across different applications namely, mobile applications, health diagnostics, autonomous vehicle navigation, video processing, image processing, and others.

The Computer Vision training programme consists of 3 courses and 3 projects. By building a project, the candidate gets to demonstrate the skills they have gained and each project will add to an impressive professional portfolio that will show future employers the mastery of computer vision and deep learning techniques. 

The Computer Vision Programme certification by Udacity is one of the most preferred courses to pursue since it is in high demand in the professional world. Since there is a lack of candidates with this certification, it is a bright opportunity for more and more people to pursue this programme. The programme includes working on different computer vision applications namely, deep learning libraries, computer vision, Python, etc.

The highlights

  • 3-month programme
  • Flexible learning hour
  • 10 – 15 hours classes/week
  • In collaboration with NVIDIA, Deep Learning Institute and Affectiva
  • Certification by Udacity

Program offerings

  • Real – technical mentor support
  • Flexible learning programme
  • World projects from industry experts
  • Personal career coach and career services

Course and certificate fees

certificate availability

Yes

certificate providing authority

Udacity

Eligibility criteria

Work Experience

  • Candidates applying for Computer Vision programme online courses should have seen or worked with a deep learning framework like TensorFlow, Keras, or PyTorch before. 
  • Candidates should have experience in object-oriented programming and could be able to write nested for loops and could read and understand codes written by other people. 
  • Candidates should have experience in or have seen some neural network architecture (CNN for image classification) and should be able to describe backpropagation.

Certification Qualifying Details

  • After completion of all the courses/curriculum and 3 projects of the Computer Vision NPTEL candidates get the certificate.

What you will learn

Knowledge of deep learning

After successful completion of the Computer Vision certification syllabus, candidates will learn the following things in deep: 

  • Master cutting-edge deep learning techniques and computer vision 
  • Learn how to track and locate an object over a period of time
  • Implementation of Deep learning architectures to vision tasks of computers 
  • Extracting essential features from image data 
  • Application of deep learning techniques

The syllabus

Introduction to Computer Vision

  • Introduction to Computer Vision
  • Image Representation & Analysis
  • Convolutional NN Layers
  • Features & Object Recognition
  • Image Segmentation

Advanced Computer Vision and Deep Learning

  • Advanced CNN Architecture
  • Recurrent Neural Networks
  • Attention Mechanisms
  • Image Captioning

Object Tracking and Localization

  • Object Motion & Tracking

  • Optical Flow & Feature Matching

  • Robot Localization

  • Graph Slam

Admission details

To apply for the Computer Vision classes, candidates have to follow these steps:

Step 1: Visit the website of this programme URL 

https://www.udacity.com/course/computer-vision-nanodegree--nd891

Step 2: Click on the ‘Enroll Now' button given on the top, and two payment options Pay Upfront and Pay as you go will reflect

Step 3: Choose the plan. Regular users of Udacity will click on the Returning student tab. The new users will click on the Quick Checkout tab.

Step 4: If you click Quick checkout then it will be done by signing up via Facebook or Google id. 

Step 5: The user will land on fee details where all the programme fee details are given. 

Step 6: Check out to make the payment. If you have a coupon code then enter and proceed or else directly proceed. 

Step 7: The payment can be made by the user via debit card, net banking, or other modes. 

Step 8: After successfully paying the fees, you will have the access to the course

Scholarship Details

Candidates who are seeking scholarship options under this programme must visit https://udacity.zendesk.com/hc/en-us/categories/360002443511-Scholarship-Programs. They need to sign up and send the details by clicking Notify Me tab. This will enable candidates to receive regular updates on scholarships that are available on programmes. These details are updated on the website. 

How it helps

The need for computer vision engineers and deep learning skills is quite high in the professional world. The Computer Vision course is the best opportunity to work on the skills that are very much in demand and will be helpful in advancing or launching modern computer vision techniques. A combination of deep learning libraries, computer vision, and Python will enhance your core competency in the field of Computer Vision. By undergoing this programme, the candidates will get a professional edge over other professionals in the same industry. Moreover, the certificate will open more job opportunities for candidates post-completion of the programme. Hence these are the Computer Vision certification benefits. 

Instructors

Mr Sebastian Thrun
President
Udacity

Ms Cezanne Camacho
Instructor
Freelancer

M.S, Other Masters

Ms Alexis Cook
Instructor
Freelancer

Other Masters

Mr Juan Delgado
Content Developer
Udacity

Other Masters, Ph.D

Mr Jay Alammar
Instructor
Freelancer

Other Bachelors

Ms Ortal Arel

Ms Ortal Arel
Professor
Freelancer

Ph.D

Mr Luis Serrano
Instructor
Freelancer

Ph.D

FAQs

Why should I pursue the programme of Computer Vision from Udacity?

The Computer Vision programme is ideally best suited to be pursued by professionals since there is a huge demand for this particular certification in the industry. The skills imparted during this programme will help you in mastering different areas namely, deep learning libraries, computer vision, python, etc. 

How is the structuring of the Computer Vision online course done?

The programme of Computer Vision is structured in a way that it includes the curriculum, content and three projects. It is mandatory for candidates to complete and submit these projects on time and at the same time to clear them. Once the candidate passes these, he/she will be entitled to certification of completion. 

How much time will it take to complete the Computer Vision programme?

The duration of this best computer vision course is for three months. It is required that candidates dedicate 10 to 15 hours per week. 

What is the basic prerequisite in terms of programming language for this programme?

The candidates must have knowledge and experience of working on Deep Learning, Machine Learning, Statistics and Python. These are the key essentials for clearing the eligibility criteria. 

What if once I have paid the fees and I want to withdraw and get a refund, is it possible?

Since the programme gives a 7 day free trial period, the candidate will not be getting the refund for the payment made.

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