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IBM Deep Learning with PyTorch, Keras and Tensorflow

The global deep learning market is set to grow 23% annually to 2030 (Grand View Research). This IBM Deep Learning with PyTorch, Keras and TensorFlow Professional Certificate builds the job-ready skills and practical experience AI techies need to catch the eye of employers. Deep learning is a branch of machine learning powering the generative AI revolution. It uses multilayered neural networks, called deep neural networks, to simulate the complex decision-making power of the human brain. During the program, you’ll learn to build, train, and deploy deep learning models. You’ll master fundamental concepts of machine learning and deep learning, including supervisedlearning, using Python. You’ll learn to develop transformer models for sequential data and time series predictions and apply unsupervised learning and reinforcement learning. Plus, you’ll apply popular libraries such as Keras, PyTorch, and TensorFlow to industry problems using object recognition,image and natural language processing. You’ll also gain valuable hands-on experience in labs and projects using PyTorch with deep learning models, creating custom layers and models using Keras, integrating Keras with TensorFlow 2, and developing advanced convolutional neural networks (CNNs). If you’re looking to take the next step in your AI or data science career, this IBM Professional Certificate will give you job-ready skills and practical experience employers are looking for, so ENROLL TODAY!

Status: Applied Machine Learning
Status: Generative Adversarial Networks (GANs)
IntermediateProfessional Certificate

Top reviews across IBM Deep Learning with PyTorch, Keras and Tensorflow

PM

Reviewed Oct 23, 2022

V​ery Clear and Precise knowledge which started from the grass-root level to help newbies come up to the level of understanding deep learning models and algorithms.T​humbs up!!

RR

Reviewed Jul 25, 2020

Nice course to introduce you to more advanced neural network algorithms, I wish the evaluations were more challenging and based on practical exercises... there is no final assignment either.

MM

Reviewed Jun 1, 2023

Pros: The course is extremely well structured. The presentations are very informative and clear also well explained.Cons: The assignments and quizzes are not challenging at all

MS

Reviewed Feb 8, 2026

This course is very good. Very informative and interesting.

ZA

Reviewed 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

AB

Reviewed Jun 2, 2022

Excellent course. The instructor was clearly passaionate about the topics covered and very knowledeable. A well designed course that was easy to understand and follow.

MB

Reviewed Mar 25, 2022

The detail of prsenetation is awsome and make learning interesting. Thank you Corseara, Thank you IBM

MT

Reviewed Oct 16, 2022

W​hile there are some minor technical issues loading out of date libraries, the material and subjects are incredibly useful. This course is very difficult and welcome

JA

Reviewed Feb 8, 2025

Perfect course with the right amount of difficulty and perfect learning

RB

Reviewed Jun 3, 2020

Putting in practice what I learned and experienced positive results was very satisfactory.

AJ

Reviewed Oct 3, 2022

I had some information about the subject, but the content on the course was very good in terms of filling some voids in my knowledge Thanks for the great content

MW

Reviewed Jul 28, 2023

This course had a best and fast pace understanding for ANN, DNN, RDM and Autoencoders with Tensorflow

Learner reviews across IBM Deep Learning with PyTorch, Keras and Tensorflow

Showing: 20 of 411

Angel
Course: Introduction to Deep Learning & Neural Networks with Keras
2.0
Reviewed Apr 19, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
deepthi
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Oct 9, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Aniket
Course: Introduction to Deep Learning & Neural Networks with Keras
4.0
Reviewed Dec 16, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Bhrigu
Course: Introduction to Deep Learning & Neural Networks with Keras
2.0
Reviewed Nov 1, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
Serge
Course: Introduction to Deep Learning & Neural Networks with Keras
2.0
Reviewed Nov 16, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
Yukihiro
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Jul 11, 2024Course: Introduction to Deep Learning & Neural Networks with Keras
Dennis
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Sep 8, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Jered
Course: Introduction to Deep Learning & Neural Networks with Keras
4.0
Reviewed Dec 16, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Amit
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Sep 28, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Suhas
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Sep 19, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Marcelo
Course: Introduction to Deep Learning & Neural Networks with Keras
3.0
Reviewed Jul 20, 2024Course: Introduction to Deep Learning & Neural Networks with Keras
Jordan
Course: Introduction to Deep Learning & Neural Networks with Keras
1.0
Reviewed Sep 22, 2025Course: Introduction to Deep Learning & Neural Networks with Keras
Deebyendu
Course: Introduction to Deep Learning & Neural Networks with Keras
1.0
Reviewed Mar 18, 2024Course: Introduction to Deep Learning & Neural Networks with Keras
Stepan
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Sep 27, 2025Course: Introduction to Deep Learning & Neural Networks with Keras
Sadabrata
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Apr 6, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
Amitayu
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Mar 16, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
Petr
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Jan 20, 2020Course: Introduction to Deep Learning & Neural Networks with Keras
Chuck
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Dec 10, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
Andres
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Dec 2, 2019Course: Introduction to Deep Learning & Neural Networks with Keras
GAUTAM
Course: Introduction to Deep Learning & Neural Networks with Keras
5.0
Reviewed Oct 3, 2019Course: Introduction to Deep Learning & Neural Networks with Keras