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Machine learning development
IPL Score Predictor AI
A deep neural network built with Keras to estimate the final score of an ongoing IPL innings from live match context.
Read case studyAI & Programming
Keras
A high-level neural-network API for building and training machine-learning models.
What it is
Keras provides composable APIs for defining, training, and evaluating neural networks.
How I learned it
I learned Keras while building the IPL Score Predictor.
How I use it
I use it to define model architectures and run training experiments.
Concepts I work with
- Layers
- Loss functions
- Optimizers
- Model evaluation
What I learned
A simple model with well-prepared inputs can be more useful than unnecessary complexity.
Applied experience
Projects using Keras