Deep Learning Courses and Certifications

fast.ai

Practical Deep Learning For Coders

7 ratings

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 7 weeks, 10 hours a week
• Self-Paced
• Free Online Course

Introduction to Deep Learning

3 ratings

Learn to build and train various neural networks for tasks like image analysis, text processing, and data generation. Gain hands-on experience with real-world applications and Kaggle challenges.

• Coursera
• 18 hours 22 minutes
• Self-Paced
• Paid Course

Stanford CS224N - Natural Language Processing with Deep Learning 2023

Master cutting-edge neural networks for NLP, from word vectors to Transformers, with hands-on tutorials covering RNNs, attention mechanisms, and modern language models.

• YouTube
• 1 day 5 hours 12 minutes
• Self-Paced
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021

Master neural networks, transformers, and attention mechanisms for text processing, translation, and language generation through Stanford's comprehensive deep learning approach.

• YouTube
• 1 day 7 hours 31 minutes
• Self-Paced
• Free Video

Deep Learning: Advanced Natural Language Processing and RNNs

7464 ratings at Udemy

Natural Language Processing (NLP) with Sequence-to-sequence (seq2seq), Attention, CNNs, RNNs, and Memory Networks!

• Udemy
• 8 hours 22 minutes
• Self-Paced
• Paid Course

Advanced Deep Learning Methods for Healthcare

15 ratings at Coursera

Explore advanced deep learning techniques for healthcare, including attention models, graph neural networks, memory networks, and generative models. Apply these methods to real-world medical challenges through hands-on projects.

• Coursera
• 16 hours 28 minutes
• Self-Paced
• Paid Course

Deep Learning Methods for Healthcare

15 ratings at Coursera

Explore deep learning methods for healthcare applications, covering embedding, CNNs, RNNs, and autoencoders. Gain practical experience through labs, assignments, and a large project with potential for publication.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

7016 ratings at Udemy

VGG, ResNet, Inception, SSD, RetinaNet, Neural Style Transfer, GANs +More in Tensorflow, Keras, and Python

• Udemy
• 17 hours 10 minutes
• Self-Paced
• Paid Course

A deep understanding of deep learning (with Python intro)

6254 ratings at Udemy

Master deep learning in PyTorch using an experimental scientific approach, with lots of examples and practice problems.

• Udemy
• 2 days 9 hours 19 minutes
• Self-Paced
• Paid Course

Deep Learning: Recurrent Neural Networks in Python

5951 ratings at Udemy

GRU, LSTM, Time Series Forecasting, Stock Predictions, Natural Language Processing (NLP) using Artificial Intelligence

• Udemy
• 13 hours 24 minutes
• Self-Paced
• Paid Course

Deep Learning and Reinforcement Learning

294 ratings at Coursera

Explore neural networks, deep learning architectures, and reinforcement learning. Gain hands-on practice with Keras, CNNs, transfer learning, RNNs, autoencoders, and generative models for AI applications.

• Coursera
• 1 day 7 hours 22 minutes
• Self-Paced
• Paid Course

Deep Learning Prerequisites: Logistic Regression in Python

4916 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 52 minutes
• Self-Paced
• Paid Course

The Complete Self-Driving Car Course - Applied Deep Learning

4296 ratings at Udemy

Learn to use Deep Learning, Computer Vision and Machine Learning techniques to Build an Autonomous Car with Python

• Udemy
• 18 hours 4 minutes
• Self-Paced
• Paid Course

Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs

2319 ratings at Udemy

2020 Update with TensorFlow 2.0 Support. Become a Pro at Deep Learning Computer Vision! Includes 20+ Real World Projects

• Udemy
• 14 hours 43 minutes
• Self-Paced
• Paid Course

Generative Deep Learning with TensorFlow

315 ratings at Coursera

Explore advanced deep learning techniques: neural style transfer, autoencoders, VAEs, and GANs. Create unique images, denoise data, generate new content, and build powerful models using TensorFlow.

• Coursera
• 16 hours 3 minutes
• Self-Paced
• Paid Course