AI Capstone Project with Deep Learning

In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build the model and validate it. Learners will then present a project report to demonstrate the validity of their model and their proficiency in the field of Deep Learning.
Learning Outcomes:
•\tdetermine what kind of deep learning method to use in which situation
•\tknow how to build a deep learning model to solve a real problem
•\tmaster the process of creating a deep learning pipeline
•\tapply knowledge of deep learning to improve models using real data
•\tdemonstrate ability to present and communicate outcomes of deep learning projects

What skills will you gain?

Keras

PyTorch

Deep Learning

Artificial Neural Networks

Tensorflow

Human Learning

Modeling

Machine Learning

Linearity

Python Programming