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Neural Networks from Scratch in Python

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Build and understand neural networks from the ground up, covering key concepts like neurons, layers, activation functions, and loss calculation in Python.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Central Florida

Subspace Capsule Network

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Explore Subspace Capsule Networks: a novel approach to neural networks that preserves information, norms, and angles. Learn about its principles, applications, and advantages in image classification and generation.
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27 Lesons
22 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision: Classification Techniques - Neural Networks and CNN Architecture - Lecture 12

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Explore machine learning frameworks, neural networks, and CNN architecture, focusing on AlexNet and fully convolutional networks. Learn about activation functions and network composition.
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10 Lesons
32 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Neural Networks - Lecture 5

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Introduction to neural networks, covering object classification, image representation, and machine learning fundamentals. Explores biological inspiration, computational implementation, and practical applications in image recognition.
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19 Lesons
1 hour 13 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision Architecture Evolution: ConvNets to Transformers - Lecture 21

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Explore the evolution of vision architectures, comparing SWIN and CNNs, and learn about modernizing ConvNets with macro and micro design changes for improved performance.
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24 Lesons
33 minutes
On-Demand
Free-Video
University of Central Florida

Classification in Computer Vision - Part II - Lecture 19

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Explore advanced classification techniques in computer vision, including SVMs, neural networks, and fully convolutional networks. Learn about activation functions, loss functions, and optimization for effective model training.
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18 Lesons
56 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Neural Networks - Part II - Lecture 8

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Explore neural network fundamentals, including activation functions, multi-class classification, and multi-layer perceptrons. Learn about their implementation and performance on image datasets like MNIST.
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13 Lesons
53 minutes
On-Demand
Free-Video
Great Learning

Multilayer Perceptron - Back Propagation in Neural Networks

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This tutorial on "Multi-Layer Perceptron" will help you to master all the core concepts of multi layer perceptrons and deep neural networks.
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7 Lesons
2 hours 8 minutes
On-Demand
Free-Video
Great Learning

Artificial Intelligence Tutorial for Beginners - AI Full Course

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Keeping the importance of artificial intelligence in mind, we have come up with this full course on Artificial Intelligence.
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10 Lesons
7 hours 12 minutes
On-Demand
Free-Video

Complete Deep Learning

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Comprehensive deep learning course covering neural networks, CNN, RNN, LSTM, and advanced topics with hands-on tutorials and practical implementations.
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88 Lesons
1 day 6 hours
On-Demand
Free-Video

Group Equivariant Deep Learning - 2022

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Explore group equivariant deep learning, covering group theory, convolutional neural networks, steerable kernels, and equivariant graph neural networks for advanced machine learning applications.
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21 Lesons
8 hours
On-Demand
Free-Video

Deep Learning with Keras - Python

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Explore deep learning concepts and implement models using Keras in Python. Learn about neural networks, CNNs, RNNs, LSTM, and more for practical applications like chatbots.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The AI University

Deep Learning Neural Network Tutorials

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Comprehensive tutorials on deep learning and neural networks, covering key concepts, architectures, and practical implementation using TensorFlow and Google Colab.
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30 Lesons
6 hours
On-Demand
Free-Video
Great Learning

Bank Defaulters Using ANN

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Learn to build and apply Artificial Neural Networks for predicting bank defaulters using Keras, covering ANN architecture, activation functions, backpropagation, and practical demonstrations.
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11 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Krish Naik

Deep Learning Indepth Tutorials With Krish Naik

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Comprehensive deep learning tutorial covering key concepts, techniques, and practical implementations, from perceptrons to CNNs, with hands-on examples and expert insights.
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15 Lesons
5 hours 42 minutes
On-Demand
Free-Video
Python Engineer

Deep Learning With PyTorch - Full Course

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Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
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18 Lesons
4 hours 36 minutes
On-Demand
Free-Video
TensorFlow

TensorFlow and Deep Reinforcement Learning, Without a PhD - Google I/O '18

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Learn to implement deep reinforcement learning with TensorFlow, teaching a neural network to play Pong using only pixel data. No prior expertise required.
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12 Lesons
41 minutes
On-Demand
Free-Video
DigitalSreeni

An Overview of Deep Learning and Neural Networks

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Comprehensive introduction to deep learning concepts, covering neural networks, convolution, pooling, normalization, and more. Includes code examples for practical implementation.
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11 Lesons
34 minutes
On-Demand
Free-Video
Alexander Amini

Introduction to Deep Learning

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Comprehensive introduction to deep learning fundamentals, covering perceptrons, neural networks, loss functions, gradient descent, backpropagation, and regularization techniques.
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15 Lesons
53 minutes
On-Demand
Free-Video
Alexander Amini

MIT: Introduction to Deep Learning

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Foundations of deep learning: perceptrons, neural networks, loss functions, backpropagation, optimization techniques, and strategies to prevent overfitting in neural network training.
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32 Lesons
45 minutes
On-Demand
Free-Video
Alexander Amini

Sequence Modeling with Neural Networks

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Explore sequence modeling with neural networks, focusing on RNNs, their challenges, and solutions like gated cells. Learn applications in music generation and machine translation.
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23 Lesons
27 minutes
On-Demand
Free-Video
Alexander Amini

Introduction to Deep Learning - MIT 2018

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Explore foundations of deep learning, including perceptrons, neural networks, loss functions, and optimization techniques. Gain insights into training challenges and strategies for effective model development.
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31 Lesons
43 minutes
On-Demand
Free-Video

PyTorch Tutorials 神经网络 教学

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深入探讨PyTorch神经网络：从基础概念到高级应用，涵盖CNN、RNN、自编码器、强化学习和GAN，并讲解优化技巧如批标准化和过拟合处理。
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35 Lesons
5 hours
On-Demand
Free-Video

PyTorch

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PyTorch ile derin öğrenme: Temel kavramlardan CNN'lere kadar kapsamlı bir eğitim. Yapay sinir ağları, lineer regresyon, aktivasyon fonksiyonları ve optimizasyon teknikleri üzerine uygulamalı dersler.
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20 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Keras ile Derin Öğrenme

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Keras kullanarak derin öğrenme tekniklerini öğrenin. Kanser tespitinden görüntü işlemeye, oyun yapay zekasından LSTM'e kadar çeşitli uygulamalarla pratik yapın.
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26 Lesons
10 hours
On-Demand
Free-Video

Deep learning ด้วย tensorflow และ keras

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เรียนรู้การสร้างโมเดล Deep Learning ด้วย TensorFlow และ Keras ตั้งแต่พื้นฐานจนถึงระดับสูง ครอบคลุมการติดตั้ง การใช้งาน และเทคนิคการปรับแต่งโมเดล
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46 Lesons
11 hours
On-Demand
Free-Video

TensorFlow Tutorials 神经网络 教学 教程

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从零开始学习TensorFlow构建神经网络，涵盖基础概念、CNN、RNN等高级主题，通过实例和可视化深入理解深度学习原理和应用。
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44 Lesons
7 hours
On-Demand
Free-Video

Tensorflow Tutorial for Beginner in Python - Hindi

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हिंदी में TensorFlow की शुरुआत से लेकर उन्नत अवधारणाओं तक का व्यापक प्रशिक्षण, जिसमें न्यूरल नेटवर्क, रिग्रेशन, वर्गीकरण और CNN शामिल हैं।
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40 Lesons
9 hours
On-Demand
Free-Video
Alan Turing Institute

Constructing Physics-Consistent Neural Networks Using Probability Theory

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Explore the link between probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
tinyML

Dedicated Audio Processors at the Edge Are the Future of AI

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Explore dedicated audio processors for edge AI, improving user interfaces with lower latency and cost. Learn about voice integration challenges and design capabilities for effective implementation.
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29 Lesons
52 minutes
On-Demand
Free-Video
Churchill CompSci Talks

Deep Learning with the Analytical Engine

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Explore the potential of the Analytical Engine for deep learning, blending 19th-century mechanical computing with modern AI concepts in this Victorian-era adventure.
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21 Lesons
36 minutes
On-Demand
Free-Video
Tech with Tim

Python Neural Networks - Tensorflow 2.0 Tutorial - What Is a Neural Network?

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Explore neural networks using TensorFlow 2.0, covering key concepts, architecture, and practical implementation in Python for beginners and intermediate learners.
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9 Lesons
27 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 18

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 16

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 15

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 14

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Dive into advanced machine learning concepts and techniques through comprehensive coverage of key algorithms, theoretical foundations, and practical applications in data science.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 13

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Dive into advanced machine learning concepts and techniques through comprehensive coverage of key algorithms, theoretical foundations, and practical applications in data science.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 12

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Dive into advanced machine learning concepts and data science fundamentals through comprehensive theoretical discussions and practical applications in this graduate-level lecture.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 21

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level academic lecture.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 20

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 19

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
UofU Data Science

Introduction to Neural Networks - Lecture 25

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Explore neural networks' fundamental concepts, structure, and prediction mechanisms while learning essential training approaches for building effective machine learning models.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Neural Networks - Lecture 25

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Dive into neural networks' structural foundations and discover their role as a hypothesis class, exploring key concepts and practical applications in machine learning.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Neural Networks Foundations - Feedforward Neural Networks

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Master the fundamentals of feedforward neural networks, exploring their architecture, functionality, and implementation principles for building effective machine learning models.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 28

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 25

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 24

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 23

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level academic lecture.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Venelin Valkov

What Is a Neural Network? - Machine Learning for JavaScript Hackers with TensorFlow.js

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Explore neural networks, perceptrons, and sigmoid neurons using TensorFlow.js. Learn about activation functions, network architecture, and weight initialization for machine learning in JavaScript.
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6 Lesons
33 minutes
On-Demand
Free-Video
Sebastian Lague

How to Create a Neural Network and Train It to Identify Doodles

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Comprehensive guide to building and training neural networks from scratch, covering key concepts and practical implementation for image recognition tasks.
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21 Lesons
55 minutes
On-Demand
Free-Video
Krish Naik

Create Artificial Neural Network Using Weight Initialization Tricks

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Learn weight initialization techniques for creating artificial neural networks, enhancing model performance and convergence in deep learning applications.
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9 Lesons
25 minutes
On-Demand
Free-Video
Prodramp

CNN Explainer

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Interactive visualization tool demystifies Convolutional Neural Networks (CNNs) for beginners. Explore network structures, mathematical operations, and train your own model using hands-on demonstrations and explanations.
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24 Lesons
58 minutes
On-Demand
Free-Video
Venelin Valkov

Build a Neural Network for Classification from Scratch with PyTorch

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Learn to build a neural network for classification using PyTorch, covering data preparation, network structure, and implementation. Gain hands-on experience in deep learning fundamentals.
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9 Lesons
40 minutes
On-Demand
Free-Video
Robert Feranec

Machine Learning Explained - Teaching a Robot to Walk Tutorial

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Comprehensive tutorial on machine learning concepts, from handwriting recognition to reinforcement learning, with practical demonstrations using neural networks and robot simulations.
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17 Lesons
2 hours 49 minutes
On-Demand
Free-Video
Alan Turing Institute

Approximation with Deep Networks - Remi Gribonval, Inria

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Explore deep network approximation, focusing on expressivity, universal properties, sparse networks, and the impact of network architecture and activation functions on performance.
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22 Lesons
50 minutes
On-Demand
Free-Video
Alfredo Canziani

PyTorch Activation and Loss Functions

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Explore activation and loss functions in PyTorch, including kink vs. smooth activations, margin-based losses, and designing effective loss functions for Energy-Based Models (EBMs).
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7 Lesons
1 hour 54 minutes
On-Demand
Free-Video
Pascal Poupart

Deep Neural Networks

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Explore deep neural networks, activation functions, and optimization techniques. Learn about gradient vanishing and solutions like rectified linear units.
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12 Lesons
47 minutes
On-Demand
Free-Video
Keith Galli

Introduction to Neural Networks in Python - Tensorflow-Keras

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Learn neural network basics, architecture, hyperparameters, and implementation in Python using TensorFlow/Keras. Includes hands-on coding examples for various classification tasks, from simple to complex datasets.
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20 Lesons
1 hour 1 minute
On-Demand
Free-Video
Open Data Science

ODSC London Meet-up - Deep Learning Frameworks

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Explore deep learning frameworks, algorithms, and state-of-the-art developments with industry expert Peter Morgan in this comprehensive overview of neural network technologies.
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29 Lesons
41 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning and Neural Networks: Activation Functions - Day 11

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Explore activation functions in neural networks, their role in machine learning, and how they impact model performance and decision-making processes.
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1 Lesons
32 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Basic Aspects of Convolutional Neural Networks - Tutorial

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Explore fundamental concepts of convolutional neural networks, their architecture, and applications in deep learning. Gain insights into this powerful technique for image and pattern recognition.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Arvin Ash

How the Brain of an AI Works - Understanding Neural Networks

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Explore the inner workings of AI neural networks, from basic mathematical equations to complex layered structures, and understand their potential impact on society and employment.
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7 Lesons
15 minutes
On-Demand
Free-Video
ICTP-SAIFR

Machine Learning for Quantum Matter - Lecture 1

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Explore machine learning applications in quantum matter, covering classical algorithms, high-dimensional data, supervised learning, neural networks, and practical examples in physics.
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26 Lesons
1 hour 18 minutes
On-Demand
Free-Video
NDC Conferences

What You Always Wanted to Know About Deep Learning, but Were Afraid to Ask

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Demystifying deep learning concepts like back-propagation, gradient descent, and neural networks. Practical guide to training a model for object recognition using TensorFlow and Keras.
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26 Lesons
58 minutes
On-Demand
Free-Video
International PHP Conference

Build Your Own Neural Network – With PHP

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Discover how to build artificial neural networks using PHP, exploring key concepts like neurons, parameters, and machine learning algorithms in this hands-on introduction to AI.
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17 Lesons
45 minutes
On-Demand
Free-Video
Devoxx

Neural Networks - Walkthrough

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Comprehensive walkthrough of neural networks with visual aids, demystifying concepts like 'tanh' and explaining how they work, suitable for beginners struggling with implementation.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
IEEE

Efficient Evaluation of Activation Functions over Encrypted Data

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Explore techniques for approximating activation functions on encrypted data, with applications in secure machine learning for image classification and representation learning.
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1 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Classification Based on Missing Features in Deep Convolutional Neural Networks

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Explore a novel approach to enhance neural network accuracy and robustness in adversarial situations, focusing on classification based on missing features in deep convolutional models.
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14 Lesons
27 minutes
On-Demand
Free-Video
NDC Conferences

Deep Learning with TensorFlow

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Interactive TensorFlow session: build deep learning models from basics to advanced concepts. Hands-on approach to creating and using models in applications, suitable for beginners and experienced developers alike.
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29 Lesons
1 hour 7 minutes
On-Demand
Free-Video
NDC Conferences

Writing a Neural Net from Scratch

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Learn to build a neural network for image recognition from scratch in C#, covering key concepts like gradient descent and backpropagation without complex math or external libraries.
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19 Lesons
1 hour 4 minutes
On-Demand
Free-Video
NDC Conferences

Writing a Neural Net from Scratch

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Learn to code a neural network for image recognition in C# from scratch, covering gradient descent, activation functions, and backpropagation without complex math or external libraries.
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1 Lesons
57 minutes
On-Demand
Free-Video
Serrano.Academy

Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

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Friendly introduction to logistic regression and perceptron algorithm, covering key concepts like data classification, gradient descent, and neural networks with minimal math and visual explanations.
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17 Lesons
45 minutes
On-Demand
Free-Video
Serrano.Academy

A Friendly Introduction to Deep Learning and Neural Networks

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Explore neural networks and deep learning concepts, from gradient descent to activation functions, in this friendly introduction to AI fundamentals.
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10 Lesons
33 minutes
On-Demand
Free-Video
Alexander Amini

MIT Introduction to Deep Learning

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Comprehensive introduction to deep learning fundamentals, covering perceptrons, neural networks, loss functions, gradient descent, backpropagation, and regularization techniques for building effective models.
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15 Lesons
49 minutes
On-Demand
Free-Video
Alexander Amini

Introduction to Deep Learning

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Comprehensive introduction to deep learning fundamentals, covering perceptrons, neural networks, loss functions, gradient descent, backpropagation, and regularization techniques for building effective models.
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15 Lesons
57 minutes
On-Demand
Free-Video
MIT HAN Lab

EfficientML.ai - Basics of Neural Networks - Lecture 2

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Explore neural network fundamentals, including architecture, training, and optimization techniques. Gain insights into efficient machine learning concepts and applications.
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1 Lesons
51 minutes
On-Demand
Free-Video
MIT HAN Lab

Basics of Neural Networks - EfficientML.ai Lecture 2

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Explore neural network fundamentals, including architecture, training, and optimization techniques, in this comprehensive MIT lecture on efficient machine learning.
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1 Lesons
52 minutes
On-Demand
Free-Video
Google TechTalks

Fast Neural Kernel Embeddings for General Activations

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Explore fast sketching methods for approximating multi-layered NNGP and NTK matrices with various activation functions, overcoming limitations of prior works and achieving significant speedups.
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1 Lesons
34 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Deep Neural Networks - Lecture 21

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Explore deep neural networks, their architecture, and applications in AI. Learn key concepts and techniques for implementing advanced machine learning models.
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1 Lesons
57 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Gaussian Pre-Activations in Neural Networks: Myth or Reality?

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Explore Gaussian pre-activations in neural networks, challenging common assumptions and proposing new initialization methods for improved information propagation in deep, narrow architectures.
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28 Lesons
45 minutes
On-Demand
Free-Video
VinAI

Mehler's Formula, Branching Processes, and Compositional Kernels of Deep Neural Networks

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Explore deep neural networks through compositional kernels and branching processes. Gain insights into activation functions, network limits, and memorization capacity. Learn about eigenvalues and a new random features algorithm.
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1 Lesons
53 minutes
On-Demand
Free-Video
TensorFlow

Intro to Deep Learning - ML Tech Talks

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Comprehensive introduction to deep learning concepts, neural network architectures, and practical applications, featuring TensorFlow examples, code demos, and insights into representation learning and model interpretability.
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24 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Alan Turing Institute

A Connection between Probability, Physics and Neural Networks

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Explore the intersection of probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
John Savill's Technical Training

Understanding ChatGPT: From Machine Learning to Language Models

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Explore machine learning, neural networks, and GPT technology. Gain insights into the evolution and inner workings of ChatGPT, from basic concepts to advanced applications.
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20 Lesons
1 hour 25 minutes
On-Demand
Free-Video
MIT HAN Lab

Basics of Neural Networks - EfficientML.ai Lecture 2

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Explore neural network fundamentals, including architecture, training, and optimization techniques, in this comprehensive MIT lecture on efficient machine learning.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 22

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 18

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 19

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 19

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 21

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning - Lecture 23

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Fundamentals - Lecture 26

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Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
MIT HAN Lab

Basics of Neural Networks - Lecture 2

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Explore neural network fundamentals, including architecture, training, and optimization techniques for efficient machine learning model development.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Introduction to Artificial Neural Networks - JSALT 2023

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Explore artificial neural networks: fundamentals, architectures, and applications in this comprehensive introduction from JSALT 2023 workshop.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence - Neural Networks - Lecture 18

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Explore neural networks' fundamentals, structure, and applications in AI problem-solving, with hands-on assignments applying techniques to simple games.
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1 Lesons
1 hour 4 minutes
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Free-Video
Dave Churchill

Introduction to Artificial Intelligence: Neural Networks - Lecture 19

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Explore fundamental concepts of neural networks in AI, including structure, functionality, and applications in modern problem-solving environments.
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1 Lesons
1 hour
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence: Neural Networks - Lecture 20

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Explore fundamental concepts of neural networks, their structure, and applications in AI problem-solving environments.
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1 Lesons
1 hour
On-Demand
Free-Video