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Computer Vision
Kaggle
Kaggle

Computer Vision

Build convolutional neural networks with TensorFlow and Keras for image classification.
free
intermediate

4 hrs

course

About this course

Computer vision is one of the fastest-growing fields in artificial intelligence, powering everything from smartphone cameras to medical diagnostics. This Kaggle course teaches you to build convolutional neural networks (CNNs) using TensorFlow and Keras—industry-standard tools trusted by companies worldwide. You'll move from theory to hands-on practice, writing real code to solve image classification problems.

What you'll learn

  • How convolutional neural networks work and why they're ideal for image tasks
  • Building and training CNNs using TensorFlow and Keras from scratch
  • Image preprocessing techniques: resizing, normalization, and augmentation
  • Debugging and tuning neural networks to improve accuracy
  • Handling real-world challenges like overfitting and limited training data
  • Applying pre-trained models and transfer learning to solve problems faster
  • Evaluating model performance with metrics like accuracy, precision, and recall

Who this is for

This course is built for anyone serious about learning AI, not just computer science graduates. You don't need a PhD in math—you need curiosity and the willingness to write code.

  • Students & college-goers — build a portfolio project and skill that employers actually care about before you graduate
  • Career-switchers & self-taught learners — gain hands-on AI expertise that's in high demand across India's tech sector

Prerequisites

You should be comfortable writing Python code (variables, loops, functions). Basic familiarity with pandas or NumPy is helpful but not required. No background in machine learning is necessary—the course builds from fundamentals.

Why this matters for Indian learners

Computer vision skills are reshaping hiring in India. Major tech companies—Amazon, Google, Microsoft, and homegrown startups in Bangalore and Hyderabad—are actively recruiting engineers who can build image recognition systems. From healthcare AI detecting diseases to e-commerce automating product tagging, computer vision touches nearly every sector. Engineers with these skills often command higher salaries than general Python developers, and the demand outpaces supply in India right now.

Frequently asked questions

Is this course really free?

Yes. Kaggle Learn courses are completely free—no hidden fees, no paywalls for certificates. You can learn at your own pace without spending anything.

How long will it take to complete?

The course is designed for about 4 hours of active learning. Most people complete it over 2–3 weeks, spending an hour or so per week on lessons and coding exercises. Your pace may vary depending on how much you experiment.

Will I get a certificate?

Yes. Once you complete all lessons and exercises, Kaggle provides a certificate of completion that you can share on LinkedIn and your resume—a real credential that shows you've learned the material.

At a glance

Provider
Kaggle
Level
Intermediate
Duration
4 hrs
Format
Self-paced
Language
En
Certificate
True
Price
free (0 )

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