Ementorhub

AI Capstone Project with Deep Learning

This course is part of multiple programs. Learn more

Instructors: Alex Aklson +1 more

Instructor ratings

We asked all learners to give feedback on our instructors based on the quality of their teaching style.

What you'll learn

Build a deep learning model to solve a real problem.

Execute the process of creating a deep learning pipeline.

Apply knowledge of deep learning to improve models using real data.

Demonstrate ability to present and communicate outcomes of deep learning projects.

Skills you'll gain

Data Manipulation

PyTorch (Machine Learning Library)

Applied Machine Learning

Scientific Visualization

Keras (Neural Network Library)

Artificial Neural Networks

Data Processing

Image Analysis

Computer Vision

Verification And Validation

Deep Learning

Predictive Modeling

There are 4 modules in this course

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.

Module 2

Module 3

Module 4

Explore more from Machine Learning

Deep Learning

Advanced Machine Learning and Deep Learning

Capstone: Making the Case for AI

NVIDIA: Fundamentals of Deep Learning