Deep Learning Courses and Certifications

Discover AI

New Paradigm - Single Layer AI

Discover how frozen backbones and single-layer interfaces are revolutionizing AI, proving that deep architectures aren't always necessary for advanced tasks like image generation.

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

Discover AI

Riemannian Liquid Spatio-Temporal Graph Networks - The End of Flat Earth AI

Discover how current AI architectures are too "flat" to model reality, exploring Riemannian manifolds for continuous dynamics and addressing cognitive limitations in LLMs.

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

NPTEL;  IIT Hyderabad

Deep Learning for Computer Vision

1 rating

The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2

Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.

• YouTube
• 10 hours 15 minutes
• Self-Paced
• Free Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 2/2

Dive deep into TensorFlow and Python, mastering non-linear models, multi-class classification, and advanced techniques for optimizing neural networks and evaluating their performance.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Sign Language Detection Using Action Recognition with Python - LSTM Deep Learning Model

Learn to build a sign language detection system using action recognition, LSTM, and Python. Extract keypoints, create datasets, train deep learning models, and make real-time predictions for sign language interpretation.

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

Python Engineer

Deep Learning With PyTorch - Full Course

Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.

• YouTube
• 4 hours 36 minutes
• Self-Paced
• Free Video

sentdex

Deep Learning with Neural Networks and TensorFlow

Learn to train neural networks using TensorFlow, covering session setup, cost function implementation, and result analysis for deep learning models.

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

sentdex

Deep Learning with Neural Networks and TensorFlow

Learn to build a deep neural network using TensorFlow and the MNIST dataset. Explore feature extraction, model creation, and digit prediction techniques in this hands-on tutorial.

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

The Rise of Artificial Intelligence through Deep Learning

Explore the AI revolution through deep learning with Yoshua Bengio. Discover progress, challenges, and societal impacts of human-level AI, emphasizing the importance of public understanding for collective decision-making.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Nicholas Renotte

Install Tensorflow Object Detection From Scratch in 5 Steps - Python Deep Learning

Step-by-step guide to installing TensorFlow Object Detection API, covering Python, Visual Studio, CUDA, CUDNN, Protoc, and API setup for deep learning projects.

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

Nicholas Renotte

Real Time Sign Language Detection with Tensorflow Object Detection and Python - Deep Learning SSD

Learn to build a real-time sign language detection system using Tensorflow Object Detection and Python. Covers image collection, labeling, model training, and implementation for translating sign language in real-time.

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

Nicholas Renotte

Deep Reinforcement Learning Tutorial for Python

Learn to create OpenAI Gym environments, build deep learning models, and train reinforcement learning agents using Tensorflow, Keras, and Keras-RL in this hands-on tutorial for Python developers.

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

Devoxx

Tensorflow and Deep Learning - Without a PhD

Comprehensive introduction to TensorFlow and deep learning, covering neural networks, convolutional networks, regularization techniques, and practical applications in image and language processing.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Conference Talk

AI, Machine Learning, Deep Learning and Generative AI Explained

Explore AI, ML, DL, and Generative AI concepts, their evolution, and impact. Learn about large language models, chatbots, and deepfakes while clarifying misconceptions in this concise overview.

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