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The AI University

Machine Learning Data Pre-processing and Data Wrangling Using Python

2 rewiews
Master Python data preprocessing techniques for machine learning, including handling missing values, encoding, scaling, outlier detection, and data transformation using popular libraries.
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16 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Great Learning

Data Mining for Beginners - Learn Data Mining

2 rewiews
This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
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17 Lesons
10 hours
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

Stanford Seminar - Virtual & Mixed Reality for Security of Critical City-Scale Cyber-Physical Systems

0 rewiews
Explore VVateR, a virtual 3D world for visualizing cyber-physical systems and attacks on critical infrastructure. Learn about its applications in research, training, and security enhancement.
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10 Lesons
55 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - The Altruistic Entrepreneur

0 rewiews
Damien Patton discusses how Banjo uses AI to analyze live data signals, delivering real-time information to aid agencies and media, emphasizing technology's potential for social good and ethical decision-making in entrepreneurship.
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15 Lesons
29 minutes
On-Demand
Free-Video
University of Central Florida

Autoencoder Architecture and Applications - Lecture 10

0 rewiews
Explore autoencoders: architecture, comparison, applications in image retrieval, denoising, and anomaly detection. Gain insights into this powerful neural network technique.
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10 Lesons
23 minutes
On-Demand
Free-Video
CodeWithYu

Realtime Streaming for Anomaly Detection - An End-to-End Data Engineering Project

0 rewiews
Build a real-time anomaly detection system using streaming data engineering techniques. Learn end-to-end implementation for monitoring and identifying unusual patterns in data streams.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Production Machine Learning Monitoring: Outliers, Drift, Explainers and Statistical Performance

0 rewiews
Dive deep into advanced ML model monitoring techniques, including outlier detection, concept drift, explainability, and performance metrics for robust production deployments.
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1 Lesons
32 minutes
On-Demand
Free-Video
Dynatrace

Anomaly Detection on 5 Pillars of Data Observability with Dynatrace Davis AI

0 rewiews
Explore Dynatrace Davis AI's anomaly detection for data observability pillars: freshness, distribution, volume, schema, and lineage. Learn automation techniques for alerting and monitoring data integrity.
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8 Lesons
34 minutes
On-Demand
Free-Video
Dynatrace

Elevating Security with Dynatrace Davis Anomaly Detection

0 rewiews
Explore Davis AI's anomaly detection strategies for enhanced security. Learn to apply static, auto-adaptive, and seasonal baselining to efficiently detect threats and analyze abnormal authentication requests.
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15 Lesons
34 minutes
On-Demand
Free-Video
Dynatrace

What's New in Dynatrace - Release 1.291

0 rewiews
Explore Dynatrace v1.291 updates, including Red Hat automation, enhanced privacy controls, DQL improvements, Grail-based anomaly detection, and Amazon SNS monitoring enhancements.
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9 Lesons
25 minutes
On-Demand
Free-Video
Dynatrace

Hands-On Notifications and Alerting in Dynatrace - Practical Guide

0 rewiews
Explore notifications and alerting in Dynatrace with hands-on examples. Learn to set up alerting profiles, configure problem notifications, integrate email alerts, and manage maintenance windows.
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4 Lesons
25 minutes
On-Demand
Free-Video
Dynatrace

Introduction to Anomaly Detection Based on DQL

0 rewiews
Explore Dynatrace's Davis AI Analyzer for advanced anomaly detection in high-cardinality data. Learn to reduce alert noise, avoid fatigue, and leverage AI across various contexts through a comprehensive demo.
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7 Lesons
29 minutes
On-Demand
Free-Video
Dynatrace

Getting Started with Dynatrace Terraform Provider for Observability as Code

0 rewiews
Explore Dynatrace Terraform Provider for automated observability management. Learn best practices, tips, and see live demos on SLOs, dashboards, and synthetic tests across multiple environments.
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15 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Dynatrace

Dynatrace Business Events: Capture, Parse, Retention, and Metrics

0 rewiews
Explore Dynatrace Business Events ingest process, from capturing to metrics extraction. Learn about event processing, anomaly alerting, and data retention through live demonstrations.
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11 Lesons
32 minutes
On-Demand
Free-Video
Dynatrace

Databases App: DBA Insights Across All Databases - Dynatrace App Spotlight

0 rewiews
Explore Dynatrace's new Databases app, offering DBA insights across all databases. Learn about integration, database instance insights, behavior analysis, query performance, and AI-detected anomaly reactions.
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3 Lesons
14 minutes
On-Demand
Free-Video
Cloud Security Alliance

Machine Learning, AI and Security - Efficient Security with AI

0 rewiews
Explore the intersection of machine learning, AI, and security for efficient cybersecurity practices in cloud environments.
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1 Lesons
2 hours 18 minutes
On-Demand
Free-Video
Cloud Security Alliance

5 Ways Cybersecurity Leaders Can Leverage GenAI in 2024

0 rewiews
Discover how to leverage GenAI for enhanced cybersecurity, including team augmentation, anomaly detection, and accelerated insights, while maintaining data security and privacy.
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1 Lesons
24 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Deploying and Managing Machine Learning Models at Scale - A Hands-On Workshop

0 rewiews
Deploy and manage ML models at scale. Hands-on workshop covers creation, deployment, monitoring, and management using real-life scenarios. Gain practical experience with Seldon Deploy, explainers, and outlier detection.
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1 Lesons
48 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Defending Against Decision Degradation with Full Spectrum Model Monitoring - Case Study and AMA

0 rewiews
Explore Lyft's comprehensive ML model monitoring system, preventing degradation in high-stakes decisions for pricing, safety, and fraud detection. Learn about real-time validation and cultural shifts in ML practices.
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1 Lesons
56 minutes
On-Demand
Free-Video
Conf42

AIOps in AWS - Best Approach for Predictive Maintenance

0 rewiews
Explore AIOps implementation in AWS for predictive maintenance, covering CloudWatch capabilities, data lake approaches, and DevOps Guru for enhanced cloud operations and incident management.
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19 Lesons
27 minutes
On-Demand
Free-Video
Splunk

Splunk Machine Learning

0 rewiews
Aprende a utilizar Splunk Machine Learning Toolkit para análisis de datos, detección de anomalías y predicciones con asistentes especializados y actualizaciones de versiones.
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50 Lesons
5 hours
On-Demand
Free-Video

Statistics in Machine Learning

0 rewiews
Comprehensive guide to statistics for machine learning, covering fundamental concepts, distributions, hypothesis testing, and practical applications using Python.
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42 Lesons
18 hours
On-Demand
Free-Video

PyCaret Tutorial

0 rewiews
Automate data science projects and anomaly detection using PyCaret, an open-source library that streamlines machine learning workflows.
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2 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Cloud Summit 2021 - Day 3 Sessions on Azure Technologies

0 rewiews
Explore diverse Azure topics: custom vision, bot development, SQL, data governance, time series analysis, and application resiliency in this comprehensive cloud technology event.
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10 Lesons
3 hours 23 minutes
On-Demand
Free-Video
Microsoft

Anomaly Detection on Streaming Data Using Azure Databricks

0 rewiews
Learn to detect numerical anomalies in streaming data using Azure Databricks and Anomaly Detector. Build an end-to-end solution for monitoring applications with real-time anomaly detection capabilities.
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7 Lesons
26 minutes
On-Demand
Free-Video
Microsoft

New to Anomaly Detector: Multivariate Capabilities - AI Show Live Episode 11

0 rewiews
Explore Anomaly Detector's new multivariate capabilities for detecting anomalies across multiple data streams. Learn about use cases, APIs, model training, and real-world applications in this informative session.
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14 Lesons
2 hours 5 minutes
On-Demand
Free-Video
TensorFlow

TensorFlow Extended - TFX Overview and Pre-Training Workflow

0 rewiews
Explore TensorFlow Extended's pre-training workflow, focusing on data validation and transformation for robust machine learning pipelines. Learn key components and best practices for efficient ML development.
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31 Lesons
32 minutes
On-Demand
Free-Video
DigitalSreeni

An Introduction to Autoencoders - In Python

0 rewiews
Learn to build and implement autoencoders in Python for image compression, reconstruction, and various applications like denoising and anomaly detection.
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7 Lesons
21 minutes
On-Demand
Free-Video
Alexander Amini

Deep Generative Modeling

0 rewiews
Explore deep generative modeling, including autoencoders, VAEs, and GANs. Learn about latent variables, representation learning, and applications in image generation and domain transformation.
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23 Lesons
44 minutes
On-Demand
Free-Video
Ekoparty Security Conference

Redes Neuronales de Grafos para la Prevención de Fraude

0 rewiews
Explora el uso de grafos y redes neuronales para detectar phishing en banca empresarial, analizando patrones de conexión entre usuarios e IPs para identificar comportamientos sospechosos.
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1 Lesons
31 minutes
On-Demand
Free-Video
STMicroelectronics

ISPU内蔵MEMSセンサとNanoEdge AI Studioで異常振動検知ライブラリ作成

0 rewiews
ISPU内蔵MEMSセンサとNanoEdge AI Studioを活用し、AI技術による異常振動検知ライブラリの作成手順を実演。高度なデータ処理と機械学習で、モータの異常を効率的に検出する方法を紹介。
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1 Lesons
20 minutes
On-Demand
Free-Video
CIMPA UCR

Cost-Sensitive Learning for Fraud Detection

0 rewiews
Aprenda técnicas avanzadas de aprendizaje sensible al costo para mejorar la detección de fraudes con el Ph.D. Tim Verdonck.
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1 Lesons
1 hour
On-Demand
Free-Video
USENIX Enigma Conference

Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

0 rewiews
Explore novel frameworks for safe attack response in autonomous robotic vehicles, enabling mission continuation despite malicious interventions through feed-forward control and sensor isolation techniques.
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20 Lesons
15 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
OWASP Foundation

Browser Fingerprints for a More Secure Web - AppSecCali 2019

0 rewiews
Explore how browser fingerprints can enhance web security by detecting session roaming and preventing account takeovers, using machine learning to identify anomalies in device configurations.
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1 Lesons
42 minutes
On-Demand
Free-Video
OWASP Foundation

Netflix's Layered Approach to Reducing Risk of Credential Compromise

0 rewiews
Discover Netflix's multi-layered security approach to protect against credential compromise, featuring innovative tools and strategies for robust infrastructure protection.
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18 Lesons
52 minutes
On-Demand
Free-Video
Security Onion

Security Onion Essentials - Detection Engineering

0 rewiews
Explore detection engineering in Security Onion, covering workflow essentials for enhancing threat detection capabilities and improving security monitoring effectiveness.
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1 Lesons
22 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Secure Your Software Supply Chain Using Observability

0 rewiews
Explore techniques for enhancing software supply chain security through observability, focusing on key benefits and practical implementation strategies.
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1 Lesons
26 minutes
On-Demand
Free-Video
RSA Conference

Detecting Website Intrusion and Account Compromise with Machine Learning

0 rewiews
Explore machine learning techniques for detecting website intrusions and account compromises, covering data analysis, feature engineering, and real-time integration in open environments.
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1 Lesons
39 minutes
On-Demand
Free-Video
STMicroelectronics

Rapid Development of Anomaly Detection on STM32 Using NEAI Studio - Lab Practice

0 rewiews
Implementación rápida de detección de anomalías en STM32 usando NanoEdge AI Studio. Aprenda a desarrollar casos de uso y generar bibliotecas para aplicaciones embebidas en microcontroladores STM32.
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1 Lesons
26 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Covariance and Subspace Inference: Handling Robustness, Variability and Heterogeneity

0 rewiews
Explore covariance matrix inference and PCA for non-regular data, covering mixed effects models, Gaussian assumptions, outlier handling, and applications in radio-interferometry calibration and imaging.
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1 Lesons
38 minutes
On-Demand
Free-Video
NashKnolX

Splunk: Cloud-Native Infrastructure Monitoring at Scale

0 rewiews
Gain end-to-end visibility into infrastructure and application performance with Splunk's cloud-native monitoring platform. Deploy easily, detect issues proactively, and leverage ML for insights.
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1 Lesons
43 minutes
On-Demand
Free-Video
Snorkel AI

Weak Supervision and Next-Gen AI-Based Threat Detection

0 rewiews
Explore weak supervision for efficient AI-based threat detection in network security, leveraging analyst heuristics to build predictable models and overcome traditional machine learning challenges.
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1 Lesons
27 minutes
On-Demand
Free-Video
Oracle

Innovate with Business-First AI - Bridging Experimental Innovation and Real Business Value

0 rewiews
Explore enterprise AI solutions for automating operations, detecting fraud, and understanding customers. Learn about language processing, speech services, and advanced analytics for business impact.
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17 Lesons
37 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Towards Fair Deep Anomaly Detection

0 rewiews
Explore fair deep anomaly detection techniques, addressing bias in machine learning algorithms through adversarial learning and minimizing adversarial loss, with experimental results and practical applications.
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14 Lesons
19 minutes
On-Demand
Free-Video
tinyML

Amber - A Complete, ML-Based, Anomaly Detection Pipeline for Microcontrollers

0 rewiews
Discover a complete ML-based anomaly detection pipeline for microcontrollers, featuring real-time sensor value processing, automatic hyperparameter tuning, and high-speed inference capabilities.
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13 Lesons
38 minutes
On-Demand
Free-Video
Hardware.ai

Wio Terminal TinyML Course - Anomaly Detection for Predictive Maintenance with Blynk IoT Platform

0 rewiews
Learn to implement anomaly detection for predictive maintenance using Wio Terminal, TinyML, and Blynk IoT platform. Covers data collection, model training, testing, and integration with IoT systems.
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8 Lesons
21 minutes
On-Demand
Free-Video
tinyML

TinyML Talks - On-Device Model Fine-Tuning for Industrial Anomaly Detection Applications

0 rewiews
Explore on-device model fine-tuning for industrial anomaly detection, improving flexibility and adaptability of ML models while reducing infrastructure costs and operational efforts.
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40 Lesons
59 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
Bioinformagician

Weighted Gene Co-expression Network Analysis - Step-by-Step Tutorial - Part 1

0 rewiews
Learn step-by-step Weighted Gene Co-expression Network Analysis (WGCNA) for RNA-Seq data, covering data manipulation, outlier detection, normalization, module identification, and visualization techniques.
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16 Lesons
36 minutes
On-Demand
Free-Video
Open Data Science

A Spurious Outlier Detection System for High Frequency Time Series Data

0 rewiews
Discover an integrated approach for detecting spurious outliers in high-frequency time series data from IoT sensors, applicable across various domains like manufacturing, retail, and healthcare.
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9 Lesons
20 minutes
On-Demand
Free-Video
Alan Turing Institute

A Review of Machine Learning Techniques for Anomaly Detection - Dr. David Green

0 rewiews
Explore machine learning techniques for anomaly detection, covering traditional methods, deep neural networks, and practical applications in various domains.
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25 Lesons
22 minutes
On-Demand
Free-Video
Alan Turing Institute

MOSIP Research Platform - Integrating Anomaly Detection Prototypes into Centralized ID Systems

0 rewiews
Explore novel anomaly detection methods for digital identity systems using autoencoders, with a focus on fraud prevention during registration in MOSIP architecture.
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18 Lesons
47 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Anomaly Detection in Hyperspectral Imaging - Neal Gallagher

0 rewiews
Explore advanced anomaly detection techniques in hyperspectral imaging, focusing on GLS, ELS, and WPCA methods for improved sensitivity and selectivity in detecting minor signals within complex mixtures.
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18 Lesons
31 minutes
On-Demand
Free-Video
Prodramp

Prepare Your Data for Machine Learning Like a Rockstar Data Engineer With DataRobot AI Platform

0 rewiews
Learn to prepare data for machine learning using DataRobot AI Platform. Covers AI catalog creation, EDA, feature engineering, outlier detection, data joining, and more. Ideal for data engineers and analysts.
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17 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Databricks

Data Quality Tools Comparison for Continuous Data Imports

0 rewiews
Comparison of open-source data quality tools for continuous imports, covering maturity, documentation, extensibility, and features like data profiling and anomaly detection.
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17 Lesons
28 minutes
On-Demand
Free-Video
Databricks

Wizard Driven AI Anomaly Detection with Databricks in Azure

0 rewiews
Explore wizard-driven AI anomaly detection for fraud prevention using Databricks. Learn unsupervised and supervised methods, aggregation frameworks, and human-in-the-loop feedback to improve models over time.
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13 Lesons
23 minutes
On-Demand
Free-Video
Paul G. Allen School

PLSE Seminar Series - Alessandra Gorla - Mining Android Apps for Anomalous Behavior

0 rewiews
Techniques for detecting suspicious behavior in Android apps by clustering based on advertised functionality and identifying outliers in API usage, with applications in malware detection.
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15 Lesons
59 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

KDD 2020: Robust Deep Learning Methods for Anomaly Detection

0 rewiews
Explore robust deep learning techniques for anomaly detection, focusing on auto-encoders and their applications in video surveillance and image analysis.
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19 Lesons
24 minutes
On-Demand
Free-Video
Databricks

Using Apache Spark for Predicting Degrading and Failing Parts in Aviation

0 rewiews
Leveraging Apache Spark for predictive maintenance in aviation, enabling efficient data processing, anomaly detection, and component health scoring to improve fleet readiness and prevent failures.
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17 Lesons
28 minutes
On-Demand
Free-Video
Great Learning

Exploratory Data Analysis Tutorial - Basics of EDA with Python

0 rewiews
Learn Python-based exploratory data analysis techniques to uncover insights, detect patterns, and visualize relationships in datasets for informed decision-making and hypothesis testing.
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1 Lesons
4 hours 32 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

The CAMELS Project - Paco Villaescusa Navarro

0 rewiews
Exploring the CAMELS project: a large-scale simulation suite for galaxy formation and cosmology, combining hydrodynamics and machine learning to advance our understanding of the Universe.
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1 Lesons
27 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Finding Simple Structures in Complex Datasets - Dalya Baron

0 rewiews
Exploring data-driven techniques to uncover simple structures in complex astronomical datasets, focusing on galaxy formation and evolution using advanced statistical and machine learning tools.
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1 Lesons
29 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

How Supermassive Black Holes Ignite the Intergalactic Medium - Tales from the Low Redshift Lyman-alpha Forest

0 rewiews
Explore how supermassive black holes impact the intergalactic medium through the lens of the low redshift Lyman-alpha forest, offering insights into galaxy formation and evolution.
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1 Lesons
31 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Prospects for Detecting Gaps in GC Streams with Roman - Christian Aganze

0 rewiews
Exploring detection of gaps in globular cluster streams using Roman Space Telescope, applying advanced statistical and machine learning techniques to enhance our understanding of galaxy formation and evolution.
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1 Lesons
28 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Dust Properties of Galaxies from a Data-Driven Hierarchical Model - John Forbes

0 rewiews
Explore data-driven hierarchical modeling to uncover dust properties in galaxies, revealing insights into galaxy formation and evolution through advanced statistical techniques.
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1 Lesons
30 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Galaxy Zoo in the Deep Learning Era - Mike Walmsley

0 rewiews
Exploring Galaxy Zoo's evolution with deep learning, focusing on self-supervised techniques and new tools for galaxy morphology analysis in the era of big astronomical data.
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7 Lesons
31 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Galaxy Merger Reconstruction with Generative Graph Neural Networks - Yuan Sen Ting

0 rewiews
Exploring galaxy merger reconstruction using generative graph neural networks, advancing our understanding of galaxy formation and evolution through innovative machine learning techniques.
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1 Lesons
29 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Learning to Simulate the Universe with Deep Learning - Elena Giusarma

0 rewiews
Explore deep learning techniques for simulating the universe, focusing on innovative approaches to model cosmic structures and enhance our understanding of galaxy formation and evolution.
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1 Lesons
24 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Outliers - How I Learned to Love Them, and Why You Should Too

0 rewiews
Discover the value of statistical outliers in galaxy formation studies. Learn how anomalous galaxies challenge current paradigms and drive new insights in astrophysics and cosmology.
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1 Lesons
30 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Tracing Dark Matter with Stars - Lina Necib

0 rewiews
Explore innovative techniques for detecting dark matter using stellar dynamics. Learn how advanced statistical methods and machine learning are revolutionizing our understanding of galactic structure and evolution.
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1 Lesons
30 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Deep Learning for Anomaly Detection - Expanding Our Marker Vocabulary

0 rewiews
Explore deep learning techniques for anomaly detection in medical imaging, expanding marker vocabulary to enhance diagnostic capabilities and improve patient outcomes.
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1 Lesons
54 minutes
On-Demand
Free-Video
Krish Naik

Anomaly Detection Tutorials - Machine Learning and Its Types With Implementation

0 rewiews
Comprehensive tutorial on anomaly detection techniques in machine learning, covering Isolation Forest, DBSCAN clustering, and Local Outlier Factor with practical implementations and examples.
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6 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Smarter Golden Signals - Using AIOps for Kubernetes Cluster Monitoring

0 rewiews
Explore open-source AIOps for Kubernetes metrics, reducing alert fatigue and improving incident detection using numalogic for real-time anomaly detection without AI/ML expertise.
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1 Lesons
36 minutes
On-Demand
Free-Video
Alan Turing Institute

At Scale Anomaly Detection for Enterprise Security - Joshua Neil, Microsoft

0 rewiews
Explore scalable anomaly detection for enterprise cybersecurity with Microsoft's Joshua Neil. Learn about real-time telemetry, unsupervised learning, and post-breach detection techniques.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Alan Turing Institute

Dynamic Meta-Learning for Anomaly Detection - Cole Sodja, Microsoft Defender ATP

0 rewiews
Explore dynamic meta-learning for anomaly detection, focusing on probabilistic calibration and adaptive mixtures of models to enhance cyber threat detection in Microsoft Defender ATP.
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15 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Linux Foundation

Stream Processing and New Approaches: Edge Processing

0 rewiews
Explore stream processing on the edge for real-time data analysis, enabling rapid anomaly detection and distributed machine learning using open-source software.
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1 Lesons
40 minutes
On-Demand
Free-Video
Linux Foundation

Demystifying Anomaly Detection in OpenSearch - Setup and Implementation

0 rewiews
Explore OpenSearch's anomaly detection capabilities through a hands-on walkthrough of remote logging setup, using fluent-bit and creative techniques to spark ideas for larger-scale solutions.
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10 Lesons
39 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Detecting Anomalies in the 2020 Election

0 rewiews
Explore statistical methods for identifying irregularities in election data, focusing on the 2020 US presidential race and its unique challenges in data analysis and interpretation.
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1 Lesons
59 minutes
On-Demand
Free-Video
BasisTech

The Beautiful Mind of a Timeline - Data Exploration and Analysis in Digital Forensics

0 rewiews
Explore data science techniques for anomaly detection and noise reduction in digital forensics using Timesketch, with insights from Google security experts.
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24 Lesons
32 minutes
On-Demand
Free-Video
Paul G. Allen School

How Data Science, Machine Learning, and AI are Transforming the Consumer Experience

0 rewiews
Explore how AI and data science revolutionize consumer experiences, featuring insights from Adobe's innovative technologies and research initiatives.
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18 Lesons
1 hour
On-Demand
Free-Video
Open Data Science

Semi-Supervised Anomaly Detection System Through Ensemble Stacking Algorithm

0 rewiews
Explore semi-supervised anomaly detection in retail using ensemble stacking. Learn innovative techniques for fraud prevention, combining deep and traditional models to identify unknown anomalies and enhance fraud detection.
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9 Lesons
31 minutes
On-Demand
Free-Video
Black Hat

Unstable Log Sequence Anomaly Detection - Introducing Vocabulary-Free BERT

0 rewiews
Innovative anomaly detection method for unstable log data in cybersecurity, improving on BERT models to reduce false positives and enhance SOC efficiency.
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1 Lesons
41 minutes
On-Demand
Free-Video
EuroPython Conference

One Analysis a Day Keeps Anomalies Away - Detecting and Analyzing Data Anomalies

0 rewiews
Explore Python techniques for data observability, anomaly detection, and root cause analysis in multivariate time series. Learn to distinguish anomalies from data drift and turn insights into opportunities.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

How to Monitor Machine Learning Stacks - Detecting and Addressing Special Issues

0 rewiews
Discover advanced monitoring techniques for ML stacks, addressing unique challenges beyond traditional metrics to ensure robust performance and early issue detection.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

ML Monitoring ML: Scalable Monitoring of ML Models in Production Environments

0 rewiews
Explore scalable ML model monitoring in production. Learn key performance measures, anomaly detection techniques, and an open-source agent for automated tracking and alerting of model issues.
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1 Lesons
49 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Automated Pipeline for Large-Scale Neural Network Training and Inference

0 rewiews
Explore cloud-native ML pipeline for automated anomaly detection using BiLSTM models. Learn to manage thousands of models with data collection, training, validation, and deployment techniques.
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1 Lesons
46 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Combatting Human Trafficking with Anomaly Detection - Part 1

0 rewiews
Explore anomaly detection techniques to combat human trafficking through financial data analysis. Learn to leverage transaction patterns and industry indicators for effective detection.
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1 Lesons
23 minutes
On-Demand
Free-Video
CodeWithYu

Realtime Stock Market Anomaly Detection Using Machine Learning - End-to-End Data Engineering Project

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Develop an end-to-end data engineering project for real-time stock market anomaly detection using Quix Streams, Redpanda, and Docker. Learn to build a complete data pipeline and deploy an advanced ML model.
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10 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Inside Livermore Lab

Simultaneous Feature Selection and Outlier Detection Using Mixed-Integer Programming

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Explore mixed-integer programming for simultaneous feature selection and outlier detection in high-dimensional regressions, with applications to biomedical research and microbiome studies.
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13 Lesons
1 hour
On-Demand
Free-Video
USC Probability and Statistics Seminar

Modal Regression: A New Approach to Modeling Conditional Relationships - Lecture

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Explore modal regression, a new tool revealing unique data structures and offering advantages over mean and quantile regressions for outliers, heavy-tailed, and truncated data.
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1 Lesons
53 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Diagnostics to Improve Linear Model Fit - OLS Analysis and Residual Plots

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Explore techniques to enhance linear model fit through residual analysis, normality checks, and outlier detection in OLS regression.
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11 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

AI in Cancer Research and Diagnostics - IPAM at UCLA

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Explore AI's impact on cancer diagnostics, focusing on pathology applications, explainable methods, and multi-modal data integration for research and clinical use.
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11 Lesons
33 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Cosmology - DM Halo - Local Group - Risa Wechsler (Stanford)

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Explore cosmology, dark matter halos, and the local group with Stanford researcher Risa Wechsler. Gain insights into cutting-edge astrophysical concepts and their implications for our understanding of the universe.
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1 Lesons
29 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Modeling Dwarf Galaxy Formation with UniverseMachine - Richie Wang (Stanford)

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Explore dwarf galaxy formation using UniverseMachine, a statistical tool for modeling galaxy evolution in cosmological simulations. Learn about abundance matching, multiresolution simulations, and future research directions.
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24 Lesons
26 minutes
On-Demand
Free-Video
Forensic 365

Elements of Effective Crime Scene Investigation

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Explore key elements of effective crime scene investigation, including evidence management and documentation, with insights from a global expert in forensic science.
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17 Lesons
27 minutes
On-Demand
Free-Video
Australian Water School

Continuous Innovation: The Future of Water Delivery Data Science

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Explore data science innovations transforming water management, including demand forecasting and anomaly detection. Learn how to leverage data for improved efficiency and build a data-driven culture in your organization.
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10 Lesons
57 minutes
On-Demand
Free-Video
Eclipse Foundation

AI on the Edge with Eclipse Kura - From Data Collection to Model Deployment

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Discover how to build and deploy machine learning applications on edge devices using Eclipse Kura, from data collection through Kura Wires to model training and inference with Nvidia Triton Server.
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1 Lesons
34 minutes
On-Demand
Free-Video
Open Data Science

How LinkedIn Navigates Streams Infrastructure Using Cruise Control - Adem Efe Gencer, PhD

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Explore LinkedIn's Cruise Control for managing large-scale Kafka clusters, including architecture, operational challenges, and real-world demonstrations of dynamic load balancing and anomaly detection.
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39 Lesons
57 minutes
On-Demand
Free-Video