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#Feature Extraction

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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
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
NPTEL

Pattern Recognition and Application

0 rewiews
This course covers feature extraction techniques and the representation of patterns in feature space. Measure of similarity between two patterns. Statistical, nonparametric and neural network techniques for pattern recognition have been discussed in this…
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40 Lesons
1 day 13 hours
On-Demand
Free-Video
University of Central Florida

Overview and Results of the THUMOS Action Localization Challenge

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Learn about the THUMOS Localization Challenge, exploring datasets, annotation methods, and results in action recognition with numerous classes.
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9 Lesons
21 minutes
On-Demand
Free-Video
University of Central Florida

Integrating Close-Range 3D Computer Vision

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Explore close-range 3D computer vision and synthetic aperture radar satellite remote sensing integration, covering image processing, point cloud analysis, and compressive sampling techniques.
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23 Lesons
1 hour 3 minutes
On-Demand
Free-Video
University of Central Florida

Hough Transform for Line and Shape Detection - Lecture 18

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Learn about the Hough Transform technique for detecting lines and shapes in images, including its algorithm, applications, and variations like Generalized Hough Transform.
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18 Lesons
48 minutes
On-Demand
Free-Video
University of Central Florida

Scale-invariant Feature Transform (SIFT) - Lecture 5

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Learn about Scale-invariant Feature Transform (SIFT), a robust algorithm for detecting and describing local features in images. Explore key point extraction, scale space, and descriptor generation.
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19 Lesons
1 hour 12 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision: Classification and Object Recognition - Lecture 11

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Explore computer vision classification techniques, including object recognition, image classification, and machine learning frameworks. Learn about nearest neighbor and linear classifiers.
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17 Lesons
47 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision Features - Part 2 - Lecture 9

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Explore advanced feature detection techniques including corner detection, HOG, and SIFT, focusing on their mathematical foundations and practical applications in computer vision.
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15 Lesons
31 minutes
On-Demand
Free-Video
University of Central Florida

CAP5415 - Introduction to Convolutional Neural Networks Part 2 - Lecture 6

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Explore convolutional neural networks' architecture, layers, and features. Learn about AlexNet, pooling, normalization, and the progression from low-level to complex features in deep learning.
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19 Lesons
36 minutes
On-Demand
Free-Video
University of Central Florida

Bag of Words Model for Image Classification - Lecture 16

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Explore bag-of-features for image classification, including feature extraction, quantization, and spatial pyramid matching. Learn about datasets and applications in scene and action recognition.
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33 Lesons
52 minutes
On-Demand
Free-Video
University of Central Florida

Hough Transform for Image Feature Extraction - Lecture 17

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Explore image feature extraction, line fitting techniques, and the Hough Transform for shape detection in computer vision, including practical applications and challenges.
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16 Lesons
43 minutes
On-Demand
Free-Video
University of Central Florida

Image Segmentation Basics and Techniques - Lecture 23

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Explore image segmentation basics, including binarization, thresholding, and region-based techniques. Learn algorithms, visualization methods, and practical applications in computer vision.
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19 Lesons
1 hour 13 minutes
On-Demand
Free-Video
University of Central Florida

Cross-View Geo-Localization - Ground-to-Aerial Image Matching

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Explore cross-view geo-localization techniques, focusing on ground-to-aerial image matching. Learn about approaches, limitations, and advancements in this field of computer vision.
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22 Lesons
53 minutes
On-Demand
Free-Video
University of Central Florida

Object Detection in Computer Vision - Lecture 22

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Explore advanced object detection techniques in computer vision, including R-CNN, Fast R-CNN, and Faster R-CNN. Learn about training processes, region proposals, and improvements in detection algorithms.
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16 Lesons
59 minutes
On-Demand
Free-Video
University of Central Florida

Object Detection Techniques - Part I - Lecture 20

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Explore object detection techniques including sliding windows, pyramid construction, feature extraction, and post-processing. Learn about evaluation metrics like IoU, precision, and recall for assessing detection accuracy.
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18 Lesons
1 hour 4 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

Classification in Computer Vision - Lecture 18

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Explore classification in computer vision, covering features, linear classification, nearest neighbor, decision boundaries, and maximum margin classifiers. Gain insights into fundamental algorithms and problem-solving approaches.
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17 Lesons
1 hour 11 minutes
On-Demand
Free-Video
University of Central Florida

Features in Computer Vision - Lecture 14

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Explore feature types, uses, and characteristics in computer vision, including matching, structure from motion, and panorama stitching. Learn about interest points and corner detection for keypoint applications.
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16 Lesons
37 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Neural Networks for Computer Vision - Part I

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Introduction to neural networks for computer vision, covering key concepts like pixel representation, feature extraction, and image classification. Explores biological inspiration and computational implementation of neural activation functions.
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16 Lesons
30 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts

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Explore unsupervised cross-domain image retrieval using semantic-attended mixture-of-experts, enhancing retrieval accuracy across diverse visual domains.
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1 Lesons
11 minutes
On-Demand
Free-Video
Krish Naik

Implementation of End to End Kaggle Machine Learning Project With Deployment

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Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.
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7 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Alexander Amini

Convolutional Neural Networks

0 rewiews
Explore convolutional neural networks for computer vision, covering feature extraction, network architecture, and real-world applications like self-driving cars in this comprehensive lecture.
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10 Lesons
37 minutes
On-Demand
Free-Video
Alexander Amini

Convolutional Neural Networks

0 rewiews
Explore convolutional neural networks for computer vision tasks, covering feature extraction, convolution operations, and applications in classification, segmentation, and image captioning.
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30 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Personalizar ViT Classifier con tu Propia Data y Docker Inference

0 rewiews
Personaliza un Vision Transformer con tu dataset, crea un docker y un punto de inferencia con FastAPI para clasificación de imágenes.
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1 Lesons
40 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Aula 32

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Explore fundamentos e tendências em processamento de visão e imagem, aprofundando conhecimentos avançados em técnicas e aplicações da área.
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1 Lesons
28 minutes
On-Demand
Free-Video
Banach Center

Machine Learning for Time Series

0 rewiews
Odkryj techniki uczenia maszynowego do analizy szeregów czasowych. Poznaj metody prognozowania i identyfikacji wzorców w danych sekwencyjnych.
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1 Lesons
41 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Aula 36

0 rewiews
Explore fundamentos e tendências em processamento de visão e imagem, aprofundando conhecimentos avançados em técnicas e aplicações da área.
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1 Lesons
14 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Aula 31

0 rewiews
Explore fundamentos e tendências em processamento de visão e imagem nesta aula de mestrado, abordando conceitos avançados e aplicações práticas na área.
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1 Lesons
17 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Aula 28

0 rewiews
Explore fundamentos e tendências em processamento de visão e imagem, aprofundando conhecimentos avançados em técnicas e aplicações da área.
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1 Lesons
17 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Aula 27

0 rewiews
Explore fundamentos e tendências em processamento de visão e imagem, aprofundando conhecimentos avançados em técnicas e aplicações da área.
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1 Lesons
18 minutes
On-Demand
Free-Video
Open Data Science

How to Use Satellite Imagery to Be a Machine - Sean Patrick Gorman, PhD | ODSC West 2018

0 rewiews
Explore satellite imagery analysis using Jupyter notebooks, learn to extract valuable information, and develop ML models for processing Earth observation data.
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38 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Prodramp

Audio Processing in Python with Feature Extraction for Machine Learning

0 rewiews
Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.
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19 Lesons
44 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound

0 rewiews
Explore automatic COVID-19 diagnosis using crowdsourced respiratory sounds. Learn about data collection, symptom correlation, and detection techniques in this cutting-edge research presentation.
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15 Lesons
21 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Big Data in Cybersecurity

0 rewiews
Explore big data's role in cybersecurity, covering classification, feature extraction, and cheat detection. Learn innovative frameworks and future trends in this field.
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9 Lesons
46 minutes
On-Demand
Free-Video
Bill Buchanan OBE

Cyber & Data - Introduction to Splunk and Machine Learning

0 rewiews
Explore Splunk and machine learning techniques for data analysis, including anomaly detection, prediction, clustering, feature extraction, and preprocessing methods.
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11 Lesons
51 minutes
On-Demand
Free-Video
tinyML

Advanced Anomaly Detection Made Easy

0 rewiews
Advanced anomaly detection techniques for embedded ML, focusing on custom DSP blocks, feature importance, and threshold optimization. Learn to implement these methods for various IoT applications using Edge Impulse.
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36 Lesons
1 hour
On-Demand
Free-Video
Applied Algebraic Topology Network

Unsupervised Features Learning for Sampled Vector Fields

0 rewiews
Explore innovative techniques for analyzing sampled vector fields using graph structures and unsupervised learning, revealing hidden features correlated with known dynamics in analytical models.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Databricks

The AI of Where - Unleashing the Power of GenAI on Geospatial Data

0 rewiews
Explore cutting-edge GenAI applications in location intelligence, enhancing spatial data analysis. Learn innovative uses of Large Language Models and Segment Anything Model for geospatial datasets, with real-world examples and case studies.
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1 Lesons
42 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Low Rank Tensor Completion and Its Applications

0 rewiews
Explore low rank tensor completion methods using framelet, dictionary coding, deep plug-and-play prior, and more. Gain insights into theoretical and numerical results for solving complex imaging problems.
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1 Lesons
55 minutes
On-Demand
Free-Video
Alan Turing Institute

In-Database Factorised Learning - Professor Dan Olteanu

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Explore in-database factorised learning techniques for efficient data analysis and machine learning, covering integration approaches, advantages, and practical applications in relational databases.
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30 Lesons
1 hour
On-Demand
Free-Video
Rust

A Brief Introduction to Photogrammetry - Rust CV Meeting 2021

0 rewiews
Explore photogrammetry basics, including pinhole cameras, feature extraction, and 3D model creation. Learn key concepts and techniques for computer vision applications.
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12 Lesons
28 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

High-Dimension Perspective on Extracting & Encoding Information in Chemical Systems

0 rewiews
Explore high-dimensional data extraction and encoding in complex chemical systems, focusing on exascale computing opportunities, multiscale correlations, and challenges in feature selection and interpretability.
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1 Lesons
53 minutes
On-Demand
Free-Video
GAIA

Unlocking Hearts by Locking Models: Solving Echocardiogram Problems Using a Self-Supervised Approach

0 rewiews
Explore self-supervised learning for echocardiogram analysis, overcoming labeling challenges. Discover how ALAN concept enables feature extraction for segmentation and classification tasks across multiple datasets.
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1 Lesons
20 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Enhancing Older Adults' Safe Use of Automated Vehicles Using Eye-Tracking Data

0 rewiews
Explore a framework for detecting mode confusion in older drivers using automated vehicles, utilizing eye-tracking data and machine learning to enhance safety and usability.
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1 Lesons
27 minutes
On-Demand
Free-Video
Krish Naik

Machine Learning Model Retraining Approach - Incremental and Continuous Model Training

0 rewiews
Explore incremental machine learning model training for continuous updates, addressing model drift and improving performance over time.
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14 Lesons
31 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2017 - Transition-Based Dependency Parsing

0 rewiews
Explore transition-based dependency parsing, including shift-reduce parsing with feed-forward nets, stack LSTM, and linearized trees. Learn key concepts and techniques in neural network-based natural language processing.
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13 Lesons
1 hour
On-Demand
Free-Video
Graham Neubig

Advanced NLP 2022: Modeling Long Sequences

0 rewiews
Explore advanced techniques for processing long text sequences, including feature extraction and document-level NLP tasks, with a focus on transformer architectures and sparse attention mechanisms.
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19 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Graham Neubig

CMU Advanced NLP: Introduction to NLP

0 rewiews
Explore key concepts, challenges, and applications of natural language processing, including feature extraction, sentiment analysis, and neural network models.
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20 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP - Syntax and Parsing

0 rewiews
Explore syntax, dependency parsing, and linguistic discovery with AutoLex. Learn about major word orders, parsing models, and tools for multilingual NLP research and applications.
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22 Lesons
1 hour
On-Demand
Free-Video
IEEE

Detecting AI Trojans Using Meta Neural Analysis

0 rewiews
Explore meta neural analysis techniques for detecting AI trojans, covering Jumbo Learning, feature extraction, query tuning, and adaptive attacks.
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6 Lesons
15 minutes
On-Demand
Free-Video
Yannic Kilcher

CURL - Contrastive Unsupervised Representations for Reinforcement Learning

0 rewiews
Explore how contrastive learning enhances reinforcement learning, improving performance in complex tasks using high-level features extracted from raw pixels.
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1 Lesons
29 minutes
On-Demand
Free-Video
Alan Turing Institute

Language Learning in Humans and Machines - Making Connections to Make Progress

0 rewiews
Exploring connections between human and machine language learning to develop better computational methods for understanding and processing diverse languages.
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35 Lesons
46 minutes
On-Demand
Free-Video
Alfredo Canziani

History, Motivation, and Evolution of Deep Learning

0 rewiews
Explore the history, motivation, and evolution of deep learning, covering key concepts like gradient descent, backpropagation, CNNs, and feature extraction in neural networks.
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7 Lesons
1 hour 39 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Meta Transfer Learning for Early Success Prediction in MOOCs

0 rewiews
Explore innovative deep learning techniques for predicting student success in MOOCs, focusing on meta transfer learning and attention layers to enhance early intervention strategies.
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15 Lesons
27 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Reasoning on Natural Inputs

0 rewiews
Explore neural algorithmic reasoning for natural inputs, bridging classical algorithms with deep learning to solve real-world problems more effectively in reinforcement learning environments.
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5 Lesons
27 minutes
On-Demand
Free-Video
Meta

Deep Learning for Vision: Tricks of the Trade

0 rewiews
Explore deep learning's evolution in computer vision, from unsupervised algorithms to modern object recognition systems. Learn practical tips and future challenges in this field.
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23 Lesons
42 minutes
On-Demand
Free-Video
Alexander Amini

Convolutional Neural Networks

0 rewiews
Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications like object detection and self-driving cars.
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13 Lesons
55 minutes
On-Demand
Free-Video
Docker

Online Feature Extraction and Event Generation for Computer-Animal Interaction

0 rewiews
Architecture for analyzing animal interactions using Docker swarm, featuring online multimedia processing, event generation, and visualization through a web interface for biologists.
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1 Lesons
18 minutes
On-Demand
Free-Video
Eran Feit

Object Classification Using VGG16 and XGBoost for Vehicle Classification with TensorFlow

0 rewiews
Learn to classify vehicles using VGG16 and XGBoost in TensorFlow. Covers data preparation, feature extraction, model training, and testing. Gain practical skills in object classification and deep learning.
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5 Lesons
32 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

New Directions in Robust Automatic Speech Recognition - 2005

0 rewiews
Explore robust speech recognition techniques, from classical approaches to modern methods addressing complex acoustic environments and non-stationary noise challenges.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

HATS - Catch Up with Ero Carrera and Sergey Lozhkin

0 rewiews
Insightful discussion with cybersecurity experts Ero Carrera and Sergey Lozhkin on advanced threat analysis, reverse engineering, and the role of AI/ML in cybersecurity at HITB2021AMS.
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16 Lesons
31 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Code Intention Hiding Based on AI Uninterpretability

0 rewiews
Explore AI-based framework for concealing attack intentions and protecting codes. Learn about Deep Puzzling, its core ideas, key points in data collection, feature extraction, and binary code generation modeling.
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26 Lesons
50 minutes
On-Demand
Free-Video
BruCON Security Conference

Detecting Malware Even When It Is Encrypted

0 rewiews
Innovative machine learning approach for detecting malware in encrypted HTTPS traffic using Bro IDS logs, without decryption. Focuses on behavioral features and connection 4-tuples for improved accuracy.
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1 Lesons
44 minutes
On-Demand
Free-Video
DefCamp

Toward Large-Scale Vulnerability Discovery Using Machine Learning - DefCamp - 2015

0 rewiews
Explore machine learning techniques for large-scale vulnerability discovery in information security. Learn about data collection, crash analysis, prediction, and practical tools for implementing these methods.
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24 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Lurking Malice in the Cloud - Understanding and Detecting Cloud Repository as a Malicious Service

0 rewiews
Explore techniques for detecting malicious cloud repositories, analyzing their characteristics, and understanding their impact on cybersecurity. Learn about innovative approaches to identify and mitigate cloud-based threats.
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15 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Scalable Graph-based Bug Search for Firmware Images

0 rewiews
Scalable graph-based approach for efficient bug detection in firmware images, improving vulnerability search speed and accuracy for IoT devices.
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21 Lesons
28 minutes
On-Demand
Free-Video

Big Data Technology - The Real World Minority Report

0 rewiews
Explore big data's role in cybersecurity, including network analysis, domain reputation, and machine learning techniques for threat detection and prevention.
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21 Lesons
44 minutes
On-Demand
Free-Video
PHP UK Conference

Simple Machine Learning

0 rewiews
Explore basic machine learning approaches for classification in PHP, with real-world applications and practical demonstrations.
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24 Lesons
55 minutes
On-Demand
Free-Video
Black Hat

Applied Machine Learning for Data Exfil and Other Fun Topics

0 rewiews
Explore machine learning applications in cybersecurity, including data exfiltration, network mapping, and botnet detection. Hands-on examples and tool demonstrations provided for practical implementation.
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14 Lesons
44 minutes
On-Demand
Free-Video
GOTO Conferences

Reactive Machine Learning and Functional Programming

0 rewiews
Explore reactive machine learning systems using functional programming principles. Learn to build responsive, resilient, and elastic applications with Scala, Akka, and Spark, focusing on architectural patterns and implementation.
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7 Lesons
26 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Simulating Execution in Malicious Text Detection

0 rewiews
Innovative approach to malicious text detection using simulated execution, combining static and dynamic analysis techniques for improved accuracy and efficiency in identifying obfuscated threats.
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1 Lesons
25 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Hunting for Malicious Infrastructure Using Big Data

0 rewiews
Explore innovative machine learning techniques for detecting malicious infrastructure in HTTP responses, focusing on uniqueness and header order features to identify command and control servers.
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1 Lesons
38 minutes
On-Demand
Free-Video
Black Hat

BinaryPig - Scalable Malware Analytics in Hadoop

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Scalable malware analytics framework using Hadoop for processing large volumes of malware samples. Enables efficient feature extraction, machine learning, and data exploration for security researchers.
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19 Lesons
48 minutes
On-Demand
Free-Video
USENIX

Humans vs. Machines in Malware Classification

0 rewiews
Experimental study comparing human and machine approaches to malware classification, revealing insights into feature prioritization and decision-making processes for both novice and expert analysts.
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1 Lesons
15 minutes
On-Demand
Free-Video
PyCon US

Sorry, Could You Repeat That Again? - Speech Recognition with Python

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Explore speech recognition systems and develop an isolated word recognition system in Python, with insights into real-world applications and advanced techniques.
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20 Lesons
31 minutes
On-Demand
Free-Video
EuroPython Conference

Building a Naive Bayes Text Classifier with scikit-learn

0 rewiews
Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.
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16 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Building Data-Driven Client Relationship Management in Banking with Python

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Transforming banking sales with Python: data-driven client management, machine learning pipelines, and automated processes for improved efficiency and personalized service.
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18 Lesons
31 minutes
On-Demand
Free-Video
NDC Conferences

Using EEG and Machine Learning to Perform Lie Detection

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Explore lie detection using EEG and machine learning. Learn about data collection, Azure ML model building, and result analysis. Gain insights into brain-computer interfaces and their potential applications.
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16 Lesons
1 hour 1 minute
On-Demand
Free-Video
Aladdin Persson

TensorFlow Tutorial - Neural Networks with Sequential and Functional API

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Learn to build neural networks in TensorFlow 2.0 using Keras Sequential and Functional API. Covers model creation, layer feature extraction, and model summaries with hands-on MNIST dataset examples.
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8 Lesons
21 minutes
On-Demand
Free-Video
DigitalSreeni

Pretrained CNN Features for Semantic Segmentation Using Random Forest

0 rewiews
Explore semantic segmentation using VGG16 features and Random Forest, offering improved results for limited training data compared to U-net.
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9 Lesons
22 minutes
On-Demand
Free-Video
MLOps.community

LLM-based Feature Extraction for Operational Optimization

0 rewiews
Explore LLM-based feature extraction for operational optimization in AI applications. Learn how to leverage GPT-3.5 for efficient content understanding and improved accuracy in product development.
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1 Lesons
27 minutes
On-Demand
Free-Video
Alexander Amini

Convolutional Neural Networks

0 rewiews
Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications in autonomous navigation and medical imaging.
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25 Lesons
49 minutes
On-Demand
Free-Video
Alexander Amini

Convolutional Neural Networks

0 rewiews
Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications like object detection and self-driving cars.
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13 Lesons
56 minutes
On-Demand
Free-Video
OpenSource Connections

Enterprise Search Relevance at Box: Simplicity

0 rewiews
Explore Box's approach to delivering relevant search results across diverse enterprises using Solr and TensorFlow Ranking, balancing simplicity with privacy and security.
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1 Lesons
45 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Extracting Speaker and Emotion Information from Self-Supervised Speech Models

0 rewiews
Explore techniques for extracting speaker and emotion data from self-supervised speech models, enhancing speech recognition and analysis capabilities.
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1 Lesons
38 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Probabilistic Linear Discriminant Analysis of i-Vector Posterior Distributions

0 rewiews
Explore probabilistic linear discriminant analysis for i-vector posterior distributions in speaker recognition, enhancing understanding of advanced speech processing techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
MITCBMM

The Platonic Representation Hypothesis

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Explore the Platonic Representation Hypothesis with MIT's Phillip Isola, delving into philosophical concepts and their applications in modern computational theory.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
ICTP Condensed Matter and Statistical Physics

Tensor Network for Machine Learning Applications - Lecture 3

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Explore advanced tensor network techniques for machine learning, focusing on applications and practical implementations in data analysis and modeling.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
ICTP Condensed Matter and Statistical Physics

Tensor Network for Machine Learning Applications - Lecture 1

0 rewiews
Explore tensor networks' applications in machine learning, focusing on their potential to enhance computational efficiency and model complexity.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Unify

Towards Monosemanticity: Decomposing Language Models with Dictionary Learning

0 rewiews
Explore monosemanticity in neural networks through sparse autoencoders. Learn how extracting interpretable features enhances understanding of language model behavior and improves reasoning capabilities.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

UBM-based Acoustic Modeling for ASR - 2009

0 rewiews
Explore advanced UBM-based acoustic modeling techniques for automatic speech recognition, enhancing ASR system performance and accuracy.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

An Implementation of Sub-Space Model Based Automatic Speech Recognition - 2009

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Explore advanced speech recognition techniques using sub-space models in this in-depth implementation guide from Johns Hopkins University's CLSP.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Galileo Galilei Institute

Spectral Learning

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Explore spectral learning techniques and their applications in machine learning and data analysis with Lorenzo Chicchi's comprehensive lecture.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video