AI Udaan syllabus · Week 14
Deep Learning with TensorFlow & Keras
Deep learning scales neural networks to image, text, and audio tasks. AI Udaan Week 14 teaches TensorFlow basics, Keras model building, training epochs, accuracy tuning, and improvement techniques — with paths toward computer vision and NLP applications.
TensorFlow & Keras workflow
You define layers, compile a model, train on data, and monitor accuracy across epochs. AI Udaan learning outcomes explicitly include TensorFlow/Keras for real-world AI and CV/NLP solutions like image classification and sentiment analysis.
Career relevance in Nepal
Deep learning skills support junior ML roles, freelance automation, and product AI features. Combined with deployment (Week 15), you can demo end-to-end projects to employers.
Covered in AI Udaan
- TensorFlow and Keras model building
- Training, epochs, accuracy
- Model improvement techniques
- Foundation for CV and NLP projects
Go deeper with the full bootcamp
This guide is a free overview. AI Udaan is a 16-week mentor-led Python with AI/ML bootcamp — live classes, assignments, projects, certificate, and career support for learners across Nepal.
FAQ
Does AI Udaan include computer vision or NLP?
Learning outcomes include CV and NLP solutions such as image classification and sentiment analysis, built on the TensorFlow module in Week 14.
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