TED Talks
TED: Deep learning, neural networks and the future of AI | Yann LeCun
Yann LeCun, the chief AI scientist at Facebook, helped develop the deep learning algorithms that power many artificial intelligence systems today. In conversation with head of TED Chris Anderson, LeCun discusses his current research into...
Crash Course
Training Neural Networks
Today we’re going to talk about how neurons in a neural network learn by getting their math adjusted, called backpropagation, and how we can optimize networks by finding the best combinations of weights to minimize error. Then we’ll send...
3Blue1Brown
What is backpropagation really doing? Deep learning - Part 3 of 4
An overview of backpropagation, the algorithm behind how neural networks learn.
3Blue1Brown
What is backpropagation really doing? | Chapter 3, deep learning
An overview of backpropagation, the algorithm behind how neural networks learn.
3Blue1Brown
Linear transformations and matrices: Essence of Linear Algebra - Part 3 of 15
When you think of matrices as transforming space, rather than as grids of numbers, so much of linear algebra starts to make sense.
TED Talks
TED: The invisible life hidden beneath Antarctica's ice | Ariel Waldman
In this tour of the microscopic world, explorer and artist Ariel Waldman introduces the charismatic creatures lurking beneath Antarctica's massive ice sheet, the largest on earth. From "cuddly" water bears to geometric algae made of...
Science Buddies
Simple Explanation of Siamese Neural Networks
Join Tracy from Science Buddies as she dives into the intriguing world of Siamese Neural Networks. Learn how these networks use twin systems to evaluate and compare data inputs, enhancing tasks like image and text analysis. Perfect for...
Science Buddies
Simple Explanation of Neural Networks
Tracy from Science Buddies guides you through the basics of neuron networks used in machine learning. Discover how neurons and layers work together to process information and make predictions, from image recognition to language...
Curated Video
Not Actually That Similar To Your Brain | AI 101
In AI 102, we’re talking about how neural networks work, and how they’re really not that similar to your brain after all.
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Backpropagation Training
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN. Artificial Neural Networks: Backpropagation Training
Curated Video
Deep Learning with Python (Video 7)
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
Curated Video
Deep Learning with Python (Video 5)
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Deep Learning Algo Overview
In this video, we will cover the core of deep learning algo. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Training DNN Animation
In this video, we will cover training DNN animation. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Curated Video
Python for Deep Learning - Build Neural Networks in Python - An Introduction to The Neural Network
In this video, we will have a quick introduction to the neural network. This clip is from the chapter "Artificial Neural Networks (ANN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
Curated Video
Deep Learning CNN Convolutional Neural Networks with Python - CNN Example
This video demonstrates an example of a CNN. This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep neural network...
Curated Video
Reinforcement Learning and Deep RL Python Theory and Projects - Final Structure Implementation - 2
This is the second of the three-part video on the final structure implementation. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL...
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 3
In this part, we will work on the sigmoid, backpropagation, and train functions. This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last section, we will...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Pooling Tensors
In this video, we will cover pooling Tensors. This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: CNN Example
In this video, we will cover CNN example. This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Gradient Descent in RNN: Introduction to Gradient Descent Module
In this video, we will cover an introduction to gradient descent module. This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Gradient Descent in RNN: Example Setup
In this video, we will cover example setup. This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Sentiment Classification using RNN: What Next
In this video, we will cover what next. This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will cover...