TG
4.0Reviewed Jan 27, 2021
Great course content! One thing that can be improved is the Skills Network portal. It's incredibly difficult to train any of the pre-trained models there.
AI Capstone Project with Deep Learning
Ready to apply your AI skills in a real-world scenario you can showcase in your portfolio? During this project, you’ll work with the deep learning skills you’ve acquired throughout the Professional Certificate, and we recommend that you have completed all the previous courses before starting this one. For this project, you’ll build and compare deep learning models using Keras and PyTorch, and work through a full development pipeline from data loading and augmentation to model training, evaluation, and deployment. You’ll apply convolutional neural networks (CNNs) and vision transformers to domain-specific challenges. Then, finally, you’ll assess performance using metrics like accuracy, precision, and inference speed. By the end of the project, you’ll be able to demonstrate your skills in building and comparing models using Keras and PyTorch. Plus, you’ll be able to showcase that you can implement CNNs and vision transformers and evaluate your model’s performance. If you’re ready to complete a portfolio-worthy capstone project, enroll today!
Status: Model Training
Status: Deep Learning
AdvancedCourse15 hours
Featured reviews
ZA
5.0Reviewed Jun 13, 2023
Course is very good and easy to understand, Instructors have put in a lot of efforts to design the course, five stars from my side
SS
5.0Reviewed Nov 17, 2020
AI Capstone project was really Interesting. I learned a lot during project. Thanks Team
RB
5.0Reviewed May 22, 2020
A very nice project based course to get hands on experience with deep learning and transfer learning.
SM
4.0Reviewed Apr 24, 2025
good, a lot on image classification, could be a bit more on time series prediction
DO
4.0Reviewed May 26, 2020
I like the flexibility to pick our framework for the project i wish the kers one were a little bit more challenging
SK
5.0Reviewed May 6, 2020
The Course is good, The labs were crashing which were causing lot of issues in completing the course
RB
5.0Reviewed Jun 3, 2020
Putting in practice what I learned and experienced positive results was very satisfactory.
AF
5.0Reviewed Apr 4, 2021
A nice project to better understand the concepts learnt in the other courses of the program.
RL
5.0Reviewed Jul 30, 2020
The capstone of the project was really good it helped me to understand the deep learning concepts clearly for providing the solution.
MR
4.0Reviewed Jan 7, 2025
I liked that I was finally able to do a final project with more independence, but libraries are outdated and classes are deprecated or missing in new versions.
SM
5.0Reviewed Jul 23, 2020
Very Good course. Learnt a lot from this course. Also got good hands-on experience.