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Showing: 3,423 courses
Massachusetts Institute of Technology

Introduction to Deep Learning

12 rewiews
Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.
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71 Lesons
2 days 7 hours 16 minutes
On-Demand
Free-Video
ArcGIS

Imagery and Remote Sensing

8 rewiews
Learn the basics of observing and understanding our planet with the help of Arc Gis.
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43 Lesons
7 hours
On-Demand
Free-Video
Stanford University

Convolutional Neural Networks for Visual Recognition

5 rewiews
This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
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16 Lesons
20 hours
On-Demand
Free-Video
Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

6 rewiews
Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.
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6 Lesons
31 minutes
On-Demand
Free-Video
Sebastian Kamph

Stable Diffusion Prompt Tutorial

4 rewiews
Explore OpenArt's prompt book for Stable Diffusion, covering format, modifiers, magic words, and parameters to enhance AI image generation skills.
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15 Lesons
30 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Google's Multilingual Neural Machine Translation System

1 rewiews
Exploring Google's Multilingual Neural Machine Translation system, its ability for zero-shot translation, and the potential existence of an interlingua in language processing.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Cognitive Robotics, Spring 2016

1 rewiews
This is an advanced lecture series from MIT 16.412 Cognitive Robotics of Spring 2016, led by MIT students.
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7 Lesons
8 hours
On-Demand
Free-Video
University of Michigan

Deep Learning for Computer Vision

1 rewiews
Comprehensive exploration of deep learning techniques for computer vision, covering classification, neural networks, CNNs, object detection, 3D vision, and generative models.
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22 Lesons
1 day 2 hours
On-Demand
Free-Video
Yale University

Deep Learning Powered Faster and Low-Dose Imaging, MR, PET and Beyond

1 rewiews
Explore cutting-edge deep learning applications for accelerated, low-dose medical imaging across MR, PET, and other modalities, enhancing diagnostic efficiency and patient safety.
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1 Lesons
16 minutes
On-Demand
Free-Video
University College London

Deep Learning Lecture Series

2 rewiews
Comprehensive lecture series covering key deep learning topics, from fundamentals to advanced concepts, including neural networks, computer vision, NLP, and ethical considerations.
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12 Lesons
18 hours
On-Demand
Free-Video
Open Data Science

Artificial Intelligence Safety and Security - Roman V. Yampolskiy, PhD

2 rewiews
Explore AI's impact on cybersecurity, its potential risks and benefits, and strategies for ensuring AI safety and ethical development in this thought-provoking talk by Dr. Yampolskiy.
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26 Lesons
40 minutes
On-Demand
Free-Video
University of Central Florida

DreamBooth: Personalized Text-to-Image Generation - Lecture 10

1 rewiews
Explore DreamBooth's innovative approach to AI-generated imagery, including unique identifiers, recontextualization, and artistic renditions. Gain insights into its capabilities and limitations.
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15 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Deep Learning for Visual Computing

1 rewiews
Comprehensive exploration of deep learning techniques for visual computing, covering neural networks, autoencoders, and CNNs with hands-on implementations using Python and popular datasets.
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26 Lesons
11 hours
On-Demand
Free-Video

CUDA Crash Course

1 rewiews
Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
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30 Lesons
7 hours
On-Demand
Free-Video
Great Learning

Face Detection with OpenCV in Python - OpenCV Python Tutorial for Beginners

1 rewiews
Learn face detection using OpenCV in Python, covering concepts from basic detection to deep learning applications. Gain practical skills through hands-on tutorials and real-world examples.
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10 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Dr. Gajendra Purohit

Z-Transform

1 rewiews
Comprehensive exploration of Z-Transform concepts, including inverse methods, properties, and practical applications, with additional insights on CSIR NET exam preparation.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Steve Brunton

Fluid Dynamics

1 rewiews
Explore machine learning applications in fluid dynamics, from turbulence modeling to control strategies, with a focus on data-driven approaches and advanced computational techniques.
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17 Lesons
6 hours
On-Demand
Free-Video
Great Learning

Mathematics for Data Science - Essential Math for Machine Learning

1 rewiews
Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.
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13 Lesons
1 hour 1 minute
On-Demand
Free-Video
Kaggle

Deep Learning

1 rewiews
Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Image Processing in MATLAB

1 rewiews
Learn essential image processing techniques in MATLAB, from basic operations to advanced filters and edge detection. Gain practical skills for manipulating, analyzing, and enhancing digital images efficiently.
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37 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Deep Learning Using Matlab

1 rewiews
Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Neural Network Programming - Deep Learning with PyTorch

1 rewiews
Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.
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39 Lesons
9 hours
On-Demand
Free-Video
NPTEL

Deep Learning for Computer Vision

1 rewiews
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.
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79 Lesons
1 day 16 hours
On-Demand
Free-Video
Tech with Tim

Python Is Weird

1 rewiews
Explore Python's quirks and lesser-known features, from the walrus operator to string interning, in this engaging tutorial that challenges your understanding of the language.
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11 Lesons
26 minutes
On-Demand
Free-Video
Kevin McAleer

MicroPython & WiFi

1 rewiews
Connect MicroPython devices to WiFi and explore the OSI model layers. Learn about MAC/IP addresses, packets, and implement a Weatherbot using NodeMCU and MQTT.
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25 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Aladdin Persson

NeRFs- Neural Radiance Fields - Paper Explained

1 rewiews
Explore neural radiance fields for 3D scene representation and view synthesis, covering network architecture, key concepts, learning process, and advanced techniques.
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10 Lesons
20 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Geometric Deep Learning for Drug Discovery

1 rewiews
Explore geometric deep learning techniques for drug discovery, covering graph neural networks, molecule generation, and retrosynthetic prediction. Gain insights into cutting-edge research and applications in pharmaceutical development.
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21 Lesons
58 minutes
On-Demand
Free-Video
Open Data Science

Vision Transformer and Its Applications

1 rewiews
Explore vision transformers' architecture, self-attention in computer vision, and applications in recognition, segmentation, and multi-modal learning. Discover their potential for general-purpose model architectures.
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25 Lesons
35 minutes
On-Demand
Free-Video
Alexander Amini

Deep Generative Modeling

1 rewiews
Explore deep generative modeling, including autoencoders, variational autoencoders, and GANs. Learn about latent variable models, reparameterization tricks, and recent advances in generative AI techniques.
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15 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Yacine Mahdid

Learning Machine Learning Efficiently

1 rewiews
Discover an efficient approach to learning machine learning, exploring the landscape, optimal paths, and practical strategies for mastering this complex field.
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6 Lesons
27 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Custom Audio PyTorch Dataset with Torchaudio

1 rewiews
Learn to create a custom audio dataset using PyTorch and torchaudio, focusing on the UrbanSound8K dataset. Explore basic I/O functions in torchaudio and implement essential dataset class methods.
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16 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Deep Learning for Sequences in Quantitative Finance

1 rewiews
Overview of deep learning sequence methods in quantitative finance, covering feature extraction, return forecasting, portfolio allocation, and trading execution. Explores applications and challenges in the investment process.
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24 Lesons
1 hour
On-Demand
Free-Video
Jay Alammar

AI Art Explained - How AI Generates Images

1 rewiews
Explore the inner workings of AI image generation models like Stable Diffusion, including their components, training process, and how they transform text prompts into stunning visuals.
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12 Lesons
29 minutes
On-Demand
Free-Video
Paul Hand

Continual Learning and Catastrophic Forgetting

1 rewiews
Explore continual learning and catastrophic forgetting in deep neural networks, covering evaluation methods and algorithms based on regularization, dynamic architectures, and Complementary Learning Systems.
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18 Lesons
42 minutes
On-Demand
Free-Video
Outlier

Diffusion Models - PyTorch Implementation

1 rewiews
Learn to implement and train diffusion models in PyTorch, covering unconditional and conditional versions, classifier-free guidance, and exponential moving average. Gain hands-on experience with state-of-the-art generative AI techniques.
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10 Lesons
22 minutes
On-Demand
Free-Video
Nicholas Renotte

Tensorflow Object Detection with Python - Full Course with 3 Projects

1 rewiews
Comprehensive guide to Tensorflow Object Detection: from setup to advanced projects. Learn to build, train, and deploy models for gesture, defect, and sentiment detection using Python, JavaScript, and Raspberry Pi.
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30 Lesons
5 hours 26 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep Face Detection Model With Python and Tensorflow - Full Course

1 rewiews
Comprehensive guide to building a face detection model using TensorFlow and Python, covering data collection, augmentation, model creation, training, and real-time testing for practical implementation.
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19 Lesons
2 hours 26 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence in OBGYN Ultrasound by Suresh Seshadri

1 rewiews
Explore AI applications in OBGYN ultrasound imaging, focusing on advanced techniques for improved diagnosis and patient care in obstetrics and gynecology.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
University of Central Florida

Stable Diffusion

2 rewiews
Explore latent diffusion models for AI image generation, including unconditional generation and super-resolution techniques.
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13 Lesons
30 minutes
On-Demand
Free-Video
Prophet of the Singularity

First Time Setup for Stable Diffusion Text2Image With the Deforum Notebook - A Guide for Beginners

2 rewiews
Comprehensive guide for beginners on setting up Stable Diffusion Text2Image with Deforum 0.7 Notebook, covering weights, prompts, and advanced techniques for AI image generation.
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11 Lesons
23 minutes
On-Demand
Free-Video
Aladdin Persson

Graph Neural Networks- A Gentle Introduction

1 rewiews
Gentle introduction to Graph Neural Networks, covering key concepts, properties, and variants. Learn about graph representation, information propagation, and common tasks in this emerging field of machine learning.
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13 Lesons
29 minutes
On-Demand
Free-Video
kasukanra

Stable Diffusion - How to Train LoRA for Style - LoRA Part 1

1 rewiews
Learn to train LoRA for Stable Diffusion, covering dataset preparation, captioning, GUI usage, and testing. Explore both local and Google Colab methods for creating flexible style and character LoRAs.
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32 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Roboflow

How to Train Object Detection Transformer on Custom Dataset

1 rewiews
Learn to train Object Detection Transformers using DETR, from environment setup to custom dataset training and model evaluation. Covers PyTorch, COCO datasets, and PyTorch Lightning for efficient deep learning workflows.
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12 Lesons
23 minutes
On-Demand
Free-Video
Jeff Heaton

Programming LSTM with Keras and TensorFlow

1 rewiews
Explore LSTM and GRU layers for recurrent neural networks in Keras, laying the groundwork for NLP and time series prediction with practical examples and implementations.
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17 Lesons
28 minutes
On-Demand
Free-Video
NPTEL

Practical Machine Learning with Tensorflow

1 rewiews
We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.
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34 Lesons
16 hours
On-Demand
Free-Video

Digital Signal Processing - MATLAB Helper

1 rewiews
Explore Digital Signal Processing with MATLAB: from impulse responses to Fourier transforms, filter designs, and spectral analysis. Gain practical skills for real-world DSP applications.
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11 Lesons
30 minutes
On-Demand
Free-Video
The Full Stack

Introduction to Deep Learning - Full Stack Deep Learning - March 2019

1 rewiews
Comprehensive introduction to AI and deep learning, covering key concepts, applications, and historical context. Explores data processing, computational requirements, and course structure.
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16 Lesons
26 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

AI, Machine Learning and Deep Learning

1 rewiews
Explore AI, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning paradigms. Learn when to use traditional ML or deep neural networks for audio applications.
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20 Lesons
31 minutes
On-Demand
Free-Video
Stanford University

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

0 rewiews
Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Stanford University

Explaining Model Decisions and Fixing Them Through Human Feedback

0 rewiews
Explore algorithms for explaining deep network decisions, building user trust, incorporating domain knowledge, learning grounded representations, and correcting unwanted biases in AI models.
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21 Lesons
58 minutes
On-Demand
Free-Video
Stanford University

Real-Time Seizure Detection Using EEG - Hyewon Jeong

0 rewiews
Comprehensive comparison of state-of-art models for real-time seizure detection using EEG, evaluating performance metrics and exploring optimal feature extractors for practical clinical applications.
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14 Lesons
53 minutes
On-Demand
Free-Video
Stanford University

Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo

0 rewiews
Explore techniques for curating and analyzing annotated medical images across institutions, focusing on data sharing challenges, anomaly detection, and OOD-aware image retrieval for improved dataset quality and future analysis.
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24 Lesons
47 minutes
On-Demand
Free-Video
Stanford University

Beyond Testset Performance - Strategies for Clinical Deployment

0 rewiews
Strategies for deploying AI in clinical settings, addressing challenges beyond test performance. Explores model reliability, distribution shifts, and human-AI collaboration for real-world medical applications.
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28 Lesons
55 minutes
On-Demand
Free-Video
Stanford University

Efficiently Modeling Long Sequences with Structured State Spaces - Albert Gu

0 rewiews
Explore structured state space models for efficient long sequence modeling across modalities, featuring S4's innovative approach to handling extended dependencies in various data types.
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18 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Stanford University

Optimizing for Interpretability in Deep Neural Networks - Mike Wu

0 rewiews
Explore techniques for making deep neural networks more interpretable through regularization, focusing on medical applications in critical care and HIV treatment. Insights on balancing model performance with human-understandable decision processes.
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23 Lesons
51 minutes
On-Demand
Free-Video
Stanford University

Deep Learning Methods for Electrocardiograms and Echocardiograms

0 rewiews
Explore cutting-edge deep learning methods for ECG and echocardiogram analysis, outperforming traditional algorithms and offering insights into cardiovascular imaging interpretation.
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10 Lesons
1 hour 1 minute
On-Demand
Free-Video
Stanford University

GANs in Medical Image Synthesis, Translation, and Augmentation - Jason Jeong

0 rewiews
Explore GANs in medical imaging for synthetic data generation, addressing scarcity and imbalance issues. Learn about applications in CT, MRI, and disease detection, with insights on challenges and future directions.
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26 Lesons
56 minutes
On-Demand
Free-Video
Stanford University

Adversarial Debiasing With Partial Learning - Medical Image Studies

0 rewiews
Explore adversarial debiasing techniques to reduce racial disparities in medical AI models for chest X-rays and mammograms while maintaining overall performance and trustworthiness.
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22 Lesons
33 minutes
On-Demand
Free-Video
Stanford University

Learning to See the Physical World

0 rewiews
Explore physical scene understanding through AI, combining computer graphics, physics, and language with deep learning to create versatile machines that see, reason, and interact with the world.
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22 Lesons
59 minutes
On-Demand
Free-Video
Stanford University

Disease Prediction Using Medical Imaging and Deep Learning - Summer 2022

0 rewiews
Explore innovative techniques for predicting diseases using medical imaging and deep learning, focusing on opportunistic approaches with existing data for improved patient outcomes.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Fastai: A Layered API for Deep Learning

0 rewiews
Explore fastai, a deep learning library offering high-level components for quick results and low-level components for research flexibility, built on a layered architecture with Python and PyTorch.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Recent Progress in Verifying Neural Networks, Zico Kolter

0 rewiews
Explore recent advancements in neural network verification, focusing on robustness and safety validation. Learn about innovative approaches that significantly speed up the verification process for medium-sized networks.
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17 Lesons
1 hour
On-Demand
Free-Video
Stanford University

Neural Networks in R and the MNIST Data - Lecture 10.R.1

0 rewiews
Explore neural networks using R and MNIST data, learning practical implementation of deep learning techniques for image recognition and statistical analysis.
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1 Lesons
30 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar 2022 - Self Attention and Non-Parametric Transformers

0 rewiews
Explore self-attention and Non-Parametric Transformers with PhD students discussing Transformer origins, intuitions, and recent advancements in neural network architecture.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

0 rewiews
Explore the Mixture of Experts paradigm and Switch Transformer, revolutionizing deep learning with sparsely-activated models for improved efficiency and performance in language processing tasks.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Decision Transformer: Reinforcement Learning via Sequence Modeling

0 rewiews
Innovative approach to reinforcement learning using sequence modeling and Transformer architecture, offering simplicity and scalability while matching or exceeding state-of-the-art performance in various tasks.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

0 rewiews
Explore dataflow history, AI-HPC convergence, and Groq's tensor streaming processor architecture. Learn about stream programming, deterministic execution, and distributed scale-out systems for efficient deep learning computations.
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22 Lesons
1 hour 46 minutes
On-Demand
Free-Video
Stanford University

Petascale Deep Learning on a Single Chip

0 rewiews
Innovative deep learning processor architecture for improved efficiency and performance, featuring strategies to reduce data movement and enhance scalability for next-generation models.
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21 Lesons
57 minutes
On-Demand
Free-Video
Stanford University

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

0 rewiews
Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.
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34 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

Information Theory of Deep Learning - Naftali Tishby

0 rewiews
Explores the connection between deep learning and information theory, offering new insights into neural network design, generalization, and optimization through an information bottleneck framework.
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11 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Deep Learning - Adversarial Attacks and GANs - Lecture 4

0 rewiews
Explore adversarial attacks and Generative Adversarial Networks (GANs) in deep learning. Learn from Stanford experts about these advanced techniques and their applications in AI.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Stanford University

Deep Learning Full-Cycle Projects - Lecture 3

0 rewiews
Comprehensive exploration of full-cycle deep learning projects, covering project selection, visualization, and problem-solving techniques for voice-activated devices and network challenges.
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9 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Deep Learning Intuition - Lecture 2

0 rewiews
Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Stanford University

Deep Learning - Class Introduction and Logistics - Lecture 1

0 rewiews
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.
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22 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Stanford University

Deep Learning in the Age of Zen, Vega, and Beyond

0 rewiews
Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Stanford University

MRI as a Low-Cost High-Value Imaging Modality - Spring 2020

0 rewiews
Explore advancements in MRI technology, focusing on improving cost-effectiveness, efficiency, and diagnostic capabilities for various medical conditions, particularly in orthopedics and cancer screening.
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28 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

How I Learned to Stop Worrying and Love the Transformer - Stanford CS25 Lecture

0 rewiews
Explore the Transformer's evolution and future directions with Ashish Vaswani, co-author of "Attention is All You Need". Gain insights into motivations, developments, and promising research areas in AI and NLP.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Shaping the Future of AI from the History of Transformer Architectures - Stanford CS25

0 rewiews
Explore the evolution of Transformer architectures and AI development with OpenAI researcher Hyung Won Chung, focusing on historical motivations and future projections in the field.
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1 Lesons
37 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Autoregressive Models - Lecture 3

0 rewiews
Explore autoregressive models in deep learning, focusing on their architecture, training, and applications in generating sequential data like text and images.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Lecture 5: Variational Autoencoders

0 rewiews
Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this comprehensive Stanford lecture.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

0 rewiews
Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.
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1 Lesons
1 hour
On-Demand
Free-Video
Stanford University

Deep Generative Models - Normalizing Flows - Lecture 9

0 rewiews
Explore normalizing flows in deep generative models, focusing on their principles, applications, and recent advancements in this Stanford lecture by Prof. Stefano Ermon.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Lecture 6: Variational Autoencoders

0 rewiews
Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this Stanford lecture by Prof. Stefano Ermon.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Stanford University

Evaluation of Generative Models - Stanford CS236 Deep Generative Models Lecture 15

0 rewiews
Explore evaluation methods for deep generative models, including metrics and techniques to assess model performance, quality, and effectiveness in various applications.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Energy Based Models - Lecture 11

0 rewiews
Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights from Stanford's expert on advanced generative modeling techniques.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Stanford CS236: Deep Generative Models - Lecture 7 - Normalizing Flows

0 rewiews
Explore normalizing flows in deep generative models with Stanford's Stefano Ermon. Learn advanced techniques for creating flexible and expressive probability distributions in machine learning.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Stanford University

Intuitions on Language Models and Shaping AI's Future - Stanford CS25 Lecture

0 rewiews
Explore intuitions on language models and the evolution of Transformer architectures with OpenAI researchers. Gain insights into next-word prediction, scaling laws, and the future of AI development.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Overview of Transformers - Stanford CS25: Lecture 1

0 rewiews
Comprehensive introduction to NLP, Transformers, and AI agents, covering history, functionality, recent breakthroughs, applications, and challenges in the field of artificial intelligence.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Demystifying Mixtral of Experts - Stanford CS25 Lecture

0 rewiews
Explore Mixtral 8x7B, a Sparse Mixture of Experts model, with Albert Jiang. Learn about its architecture, expert routing, and how it processes 47B parameters while using only 13B during inference.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Stanford University

HECTOR - Multimodal Deep Learning Model for Predicting Recurrence Risk in Endometrial Cancer

0 rewiews
Multimodal deep learning model HECTOR predicts endometrial cancer recurrence risk using histopathology images and tumor stage, outperforming current standards for personalized treatment decisions.
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1 Lesons
58 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Deep Learning in Life Sciences - Spring 2021

0 rewiews
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.
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22 Lesons
1 day 7 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

Machine Learning in Genomics - Fall 2019

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Comprehensive exploration of computational biology techniques, from dynamic programming to deep learning, applied to genomics, epigenomics, and systems biology. Covers cutting-edge topics like single-cell genomics and genome engineering.
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26 Lesons
1 day 10 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

MIT CompBio Course Projects Fall 2019

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Explore cutting-edge computational biology projects at MIT, covering topics like epigenetics, protein structures, gene expression, machine learning in cancer research, and more.
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21 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

MIT Deep Learning in Life Sciences Spring 2020

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Explore deep learning applications in genomics, from neural networks to single-cell analysis. Gain insights into regulatory genomics, epigenomics, and genetics through advanced computational techniques.
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15 Lesons
19 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

The Task Specification Problem

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Exploring challenges in AI task specification, focusing on aligning human communication with machine understanding to improve robustness, transfer, and feature learning in AI systems.
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16 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Intuitive Reasoning as Unsupervised Neural Generation

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Explore intuitive reasoning in AI through neural generation, covering topics like common sense, language models, and multimodal information with researcher Yejin Choi.
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15 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Jacob Andreas - Natural Language Explanations of Deep Networks

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Explore strategies for generating natural language explanations of deep networks, covering medical diagnosis, multiagent communication, and neuron descriptions in AI systems.
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17 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Building Embodied Autonomous Agents

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Explore modular agents for visual navigation, 3D semantic mapping, and embodied instruction following. Learn about self-supervised learning, semantic search policies, and state-of-the-art performance in challenging environments.
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31 Lesons
1 hour
On-Demand
Free-Video

Machine Learning with Python

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Comprehensive Python tutorial covering machine learning concepts, algorithms, and deep learning with TensorFlow. Includes hands-on projects and real-world applications.
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72 Lesons
19 hours
On-Demand
Free-Video
Yale University

Deep Learning with Diffusion & Large Models

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Explore cutting-edge deep learning techniques for CT reconstruction, focusing on diffusion models and large-scale neural networks to enhance image quality and diagnostic accuracy.
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1 Lesons
23 minutes
On-Demand
Free-Video