Deep Learning Courses and Certifications

Deep Learning for Beginners with Python

214 ratings at Udemy

Neural Networks, TensorFlow, ANN, CNN, RNN, LSTM, Transfer Learning and Much More

• Udemy
• 21 hours 2 minutes
• On-Demand
• Paid Course

Deep Learning for Natural Language Processing

Master neural networks for NLP, from feedforward and recurrent networks to transformers, transfer learning, and large language models, with practical implementation skills.

• Coursera
• 21 hours 3 minutes
• On-Demand
• Paid Course

Deep Learning: Visual Exploration

196 ratings at Udemy

Deep neural networks visually explained in plain english & without complex math

• Udemy
• 4 hours 2 minutes
• On-Demand
• Paid Course

Deep Learning with Google Colab

116 ratings at Udemy

Implementing and training deep learning models in a free, integrated environment

• Udemy
• 5 hours 43 minutes
• On-Demand
• Paid Course

Alexander Amini;  MIT

Introduction to Deep Learning

1 review

Comprehensive introduction to deep learning fundamentals, covering perceptrons, neural networks, loss functions, gradient descent, backpropagation, and regularization techniques.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Microcredential

Informed Clinical Decision Making using Deep Learning

35 ratings at Coursera

Explore deep learning applications in Electronic Health Records, focusing on data mining, predictive analytics, explainable models, and clinical decision support systems for healthcare.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Deep Learning

34 ratings at Coursera

Explore neural networks, CNNs, RNNs, transformers, generative models, and advanced techniques in this comprehensive introduction to deep learning for aspiring ML engineers and data scientists.

• Coursera
• 2 days 9 hours 8 minutes
• On-Demand
• Paid Course

Deep Learning Specialization: Advanced AI, Hands on Lab

88 ratings at Udemy

Master advanced AI with Deep Learning, Transformers, GANs, RL & real-world deployment skills

• Udemy
• 4 hours 32 minutes
• On-Demand
• Paid Course

Universal Deep Learning Mastery - 2026 Edition with Updated

87 ratings at Udemy

Transform into a Deep Learning Expert Build Intuition from Single Neuron to Deep Neural Networks using Keras Tensorflow

• Udemy
• 15 hours 24 minutes
• On-Demand
• Paid Course

[NEW] 2026: Deep Learning Mastery With Tensorflow2.x & Keras

75 ratings at Udemy

Tensorflow-2 & Keras FFN, CNN, RNN, LSTM, GRU, GAN, Autoencoders, Transfer Learning, Data Augmentation, Text/Image Model

• Udemy
• 22 hours 25 minutes
• On-Demand
• Paid Course

MathWorks

Deep Learning for Object Detection

13 ratings at Coursera

Learn to detect and locate objects using deep learning for computer vision. Train YOLO models, evaluate results, and apply techniques to real-world scenarios like autonomous navigation and medical imaging.

• Coursera
• 8 hours 33 minutes
• On-Demand
• Paid Course

Microsoft;  University of Queensland

Deep Learning through Transformative Pedagogy

6 ratings at edX

How can powerful teaching strategies and effective learning activities enhance deep learning?

• edX
• 4 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Intro To Deep Learning With Python In 2025

65 ratings at Udemy

Learn to create Deep Learning Algorithms in Python

• Udemy
• 1 hour 55 minutes
• On-Demand
• Free Online Course

Using GPUs to Scale and Speed-up Deep Learning

1 review

Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Learning Deep Learning: Unit 1

1 review

Discover neural networks, backpropagation, and modern frameworks like TensorFlow through hands-on programming exercises covering deep learning fundamentals and advanced techniques.

• Coursera
• 5 hours 15 minutes
• On-Demand
• Paid Course