Deep Learning Courses and Certifications

Deep Learning Intuition - Lecture 2

Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Deep Learning - Class Introduction and Logistics - Lecture 1

Comprehensive introduction to deep learning, covering key concepts, tools, and applications. Explores course goals, structure, and practical assignments for hands-on experience in AI and machine learning.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Basics of Deep Learning

664 ratings at Udemy

Explore neural networks, their evolution, and applications in AI. Learn key concepts of deep learning, including ANN, CNN, and RNN, suitable for various professionals.

• Udemy
• 1 hour 46 minutes
• Self-Paced
• Paid Course

Intro to Deep Learning

4 ratings

Use TensorFlow and Keras to build and train neural networks for structured data.

• Kaggle
• 4 hours
• Self-Paced
• Free Certificate

Practical Deep Learning: Master PyTorch in 15 Days

571 ratings at Udemy

From Zero to your own models: Learn PyTorch with hands-on projects. No previous experience required.

• Udemy
• 16 hours 23 minutes
• Self-Paced
• Paid Course

Nvidia Deep Learning Institute;  Unity Career Certificate

Deep Reinforcement Learning

357 ratings at Udacity

Master deep reinforcement learning techniques to train AI agents for navigation, financial trading, and multi-agent systems. Implement classical and modern RL algorithms using PyTorch.

• Udacity
• 83 hours
• Self-Paced
• Paid Course

Tensorflow and Keras For Neural Networks and Deep Learning

540 ratings at Udemy

Master the Most Important Deep Learning Frameworks (Tensorflow & Keras) for Python Data Science

• Udemy
• 8 hours 2 minutes
• Self-Paced
• Paid Course

Deep Learning Basics with Python, TensorFlow and Keras

Master deep learning fundamentals using Python, TensorFlow, and Keras. Explore CNNs, RNNs, data loading, model analysis, optimization, and practical applications in cryptocurrency prediction.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Ropar

Deep Learning

In this course, we will learn about the building blocks used in these Deep Learning based solutions. Specifically, we will learn about feedforward neural networks, convolutional neural networks, recurrent neural networks and attention mechanisms.

• YouTube
• 1 day 3 hours
• Self-Paced
• Free Video

3Blue1Brown

Visual Introduction to Transformers and GPTs - Deep Learning Chapter 5

Visual introduction to transformers and GPTs, covering key concepts like word embeddings, deep learning premise, and softmax. Explores the inner workings of these models with clear animations and explanations.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Code With Aarohi

AI and Deep Learning Explained - CNNs, Transformers, GANs, YOLO, GNNs and More

Discover comprehensive AI and deep learning through 115+ tutorials covering CNNs, Transformers, GANs, YOLO, and more with hands-on implementations in TensorFlow and PyTorch.

• YouTube
• 1 day 13 hours 59 minutes
• Self-Paced
• Free Video

AI and Deep Learning - Comprehensive Video Collection

Explore cutting-edge AI breakthroughs through bite-sized explanations of DeepMind's innovations, neural networks, machine learning advances, and revolutionary applications transforming gaming, art, and science.

• YouTube
• 2 days 16 hours 22 minutes
• Self-Paced
• Free Video

CodeEmporium

Deep Learning 201 - Mathematical Foundations

Dive into neural networks' mathematical foundations covering activation functions, optimizers, CNNs, RNNs, LSTMs, GANs, and VAEs with practical explanations.

• YouTube
• 2 hours 19 minutes
• Self-Paced
• Free Video

Deep Learning for Natural Language Processing

377 ratings at Udemy

Master natural language processing fundamentals through word embeddings, sequence models, and transformer architectures like BERT and GPT, with hands-on applications in sentiment analysis and machine translation.

• Udemy
• 11 hours 12 minutes
• Self-Paced
• Paid Course

Deep Learning in Life Sciences - Spring 2021

1 rating

Explore cutting-edge applications of deep learning in genomics, drug design, protein folding, pathology, and neuroscience. Gain insights into AI's transformative potential in life sciences research and healthcare.

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