Python Programming Mini-Degree

Python Computer Vision Mini-Degree

Analyze and manipulate images, detect movement, and more as you build computer vision and IoT apps with Python

 

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Benefits

  • On-demand, 24/7 access
  • 12 hours of video
  • Certificate of completion
  • Source code and PDF notes
  • Closed captions

Overview

Computer vision is one of the core technologies powering the next generation of consumer and enterprise applications. From detecting counterfeit bills to advanced security systems, daily medical diagnostics, monitoring the health of livestock, and more, computer vision is in high demand throughout nearly every industry – and so is the need for trained developers with these skills.

The Python Computer Vision Mini-Degree is designed to quickly get you developing computer vision and Internet of Things (IoT) applications with Python, NumPy, and OpenCV. You’ll master the core concepts underlying computer vision – including image representation and manipulation, pattern detection, and video and optical flow. As you learn, you’ll build real portfolio-ready projects, including a smart speed camera, an Instagram-style image filter, a smart security camera, and more.

By developing a comprehensive understanding of this powerful technology, you’ll be prepared to take on the world as a well-informed and highly prepared developer.

 

You will master:

  • Python programming basics
  • Functional arrays and matrices with NumPy
  • Capturing speed with optical flow
  • Image manipulation
  • Movement detection

 

Curriculum

Level 1 Python Computer Vision Mini-Degree Learning Goals

Level 1: Python Fundamentals
  • Python language basics
  • Object-oriented programming
  • Arrays & matrices with NumPy

Level 2 Python Computer Vision Mini-Degree Learning Goals

Level 2: Image Processing 
  • Edit contrast, brightness, & grayscale
  • Create custom image filters
  • Understand convolution
  • Build an Instagram-style photo editing app

Level 3 Python Computer Vision Mini-Degree Learning Goals

Level 3: Optical Flow
  • Track objects in video
  • Determine object speed
  • Camera intrinsics
  • Visualize object speed & path in realtime
  • Create a speed camera app

Level 4 Python Computer Vision Mini-Degree Learning Goals

Level 4: Smart Applications
  • Summation notation & image similarity
  • Video processing
  • Detecting movement in live footage
  • Triggering actions from detections
  • Build a smart security camera

 

100% Beginner-Friendly

This curriculum gives you all the tools needed to start developing with computer vision applications with Python – featuring introductory modules for those who have never coded before, to intermediate courses perfect for more experienced developers looking to branch out into new specializations, this Mini-Degree is designed to help you succeed.

 

Why Learn Computer Vision?

Computer vision is a fast-growing industry where developers are highly in demand. Worldwide, the majority of companies are already using or planning to use computer vision in their operations to increase efficiency. This has resulted in both vast investments in the industry as well as a huge market increase for computer vision.

Pie chart showing developers & businesses using computer vision

List of Computer Vision facts

Bar graph showing the computer vision market forecast

Bar graph showing the worldwide AI funding

As you can imagine, both job growth and salaries for computer vision have made lucrative opportunities for many developers – and there is no better time to jump into the industry!

List of base salaries for Python-related fields, including computer vision engineer

Bar graph showing job growth for Python-related fields

Your Courses, Your Way

All of our project-based courses are designed to be flexible – you can access courses 24/7 to fit them around your schedule, and choose the learning materials that suit you best.

You can even download your course videos and watch them offline using the Zenva app, available on iOS and Android.

Learn from World-Class Instructors

Our course instructors participate in elite developer programs and have been recognized for their demonstrated excellence in development and teaching.

That way, you can be confident that you’re learning the most up-to-date content from industry experts.

Interactive Lessons with Codemurai

Our unlimited access package comes with free access to all of the courses in our mobile app, Codemurai!

Available on iOS and Android, it’s full of interactive programming lessons and exercises so you can continue your learning on the go.

Achieve Real Results

Our community of 1,000,000+ learners and developers have used the skills learned with us to publish their own games and websites, land their dream jobs, and even start their own businesses – and you have the potential to do the same!

Check out what our learners think below:

I love the lectures, concise course objectives, and how they not only teach you enough to get started, but prepare you for the advanced stuff later down the road. 

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Mihir Patel

With Zenva, I started learning a more accurate way to approach problems and develop solutions. It’s full of interesting topics that I love to learn in conjunction with my work.

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Monica Mancusi

I chose Zenva because of the large selection of topics and the fact that I can choose what courses I want to take whenever I want to take them. That level of freedom is unique to Zenva. 

⭐⭐⭐⭐⭐ 

– Craig Bickford

The Unity courses at Zenva helped me achieve a level of comfort with game development that I didn’t think was possible. They give you the confidence to expand your skills, and were so easy to understand.

⭐⭐⭐⭐⭐ 

– Andrea Cardenas-Roeder

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6 Projects Included

Curriculum

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Learn in-demand skills as you build impressive games, websites, and apps. Master data science, computer vision, machine learning, AR and VR, and more.

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Frequently Asked Questions

We’re living in the age of technology. In every industry, demand for developers is high and continues to rise, yet there’s a shortage of skilled developers. As a result, there’s a huge number of exciting opportunities out there for developers who want to take them.

By mastering the skills taught in these courses, you’ll prepare yourself for roles in a wide range of industries. Whether you want to work in a startup or a Fortune 500 company, you’ll learn in-demand knowledge and techniques that will help you to succeed.

You’ll not only learn the most in-demand modern languages, frameworks, and tools, but also how to apply them to your own projects and real-world situations.

Additionally, as our courses are primarily project-based, as you learn you’ll develop a rock-solid professional portfolio that can be used to impress potential employers.

We’re committed to providing you with the most up-to-date, relevant content. If one of our courses becomes outdated due to modern practices, we’ll update it. Often, we’ll even remake it entirely using the latest versions of the languages, tools and frameworks.

We’re committed to keeping up with cutting-edge developments in the industry, and turn this knowledge into new courses, which we publish every month.

Yes, you can! We have entry-level courses on all key topics, and each of our curriculums feature guided learning paths that show you what courses are needed to reach your goals.

Additionally, if you need a little extra help, we have expert mentors on hand to answer any course-related questions that you might have.

We get that you’re busy, and so we’ve designed our courses to be completely flexible, so you can learn at your own pace and fit your courses around your schedule.

While we recommend that you put in at least a few hours a week (the more hours put in, the more you’ll get out!) there are no time limits or deadlines that you need to worry about.

Many of our students have been able to successfully change their careers, land their dream job, get promoted, and even start their own businesses… and you have the potential to do the same!

You can also combine your existing skills with your new tech skills, and expand your career, rather than changing it completely.

Our courses have been designed to teach you highly transferable skills, and leave you with strong projects that can be added to your professional portfolio – whatever you want to do, we’ll help to get you there!

All courses on Zenva Academy can be accessed both on our online learning platform, and via the Zenva app (available for iOS and Android). The Zenva app features both online and offline access, so you can securely download your courses and complete them at your leisure.

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