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NPTEL

Data Mining

25 rewiews
Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.
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36 Lesons
16 hours
On-Demand
Free-Video
Harvard University

Algorithms for Big Data

6 rewiews
Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.
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25 Lesons
1 day 10 hours
On-Demand
Free-Video
NPTEL

Business Analytics for Management Decision

8 rewiews
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.
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60 Lesons
1 day 15 hours
On-Demand
Free-Video
Simon Sez IT

Introduction to Analytics and Artificial Intelligence - AI Training for Beginners

1 rewiews
Explore analytics and AI fundamentals, covering data mining, business intelligence, and various analytics types. Gain practical insights to enhance your skills in today's data-driven landscape.
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9 Lesons
1 hour 25 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

AI, Archaeology, and Archives - How Data Science is Helping to Reveal Past Epidemics

0 rewiews
Exploring malaria's impact through data science, integrating archaeological, historical, and genetic datasets to reveal socio-political influences on disease spread over the last 300 years.
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27 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Stanford University

Data Mining - The Tool of the Information Age

0 rewiews
Explore, analyze, and leverage data sets of any scale with guidance from Google's Search Scientist in this informative webinar on data mining techniques and applications.
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1 Lesons
52 minutes
On-Demand
Free-Video
NPTEL

Advanced Digital Signal Processing - Multirate and Wavelets

0 rewiews
Explore advanced digital signal processing concepts, focusing on multirate systems and wavelets. Learn about filter banks, time-frequency analysis, and various wavelet transforms with practical applications.
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50 Lesons
1 day 21 hours
On-Demand
Free-Video
University of Waikato

Data Mining with Weka

0 rewiews
Learn data mining techniques using Weka software. Explore datasets, build classifiers, visualize data, and understand key concepts like cross-validation, overfitting, and ensemble learning.
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29 Lesons
4 hours 30 minutes
On-Demand
Free-Video
University of Waikato

More Data Mining with Weka

0 rewiews
Explore advanced data mining techniques using Weka, covering discretization, document classification, decision trees, association rules, clustering, attribute selection, cost-sensitive learning, and neural networks.
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31 Lesons
4 hours 30 minutes
On-Demand
Free-Video
University of Waikato

Advanced Data Mining with Weka

0 rewiews
Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.
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31 Lesons
5 hours
On-Demand
Free-Video
Association for Computing Machinery (ACM)

EditKG: Editing Knowledge Graph for Recommendation - Lecture 1

0 rewiews
Explore innovative techniques for editing knowledge graphs to enhance recommendation systems, focusing on improving accuracy and relevance.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning - M1.2

0 rewiews
Explore meta hyperbolic learning for few-shot temporal reasoning in knowledge graphs, enhancing reasoning capabilities with limited data.
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1 Lesons
13 minutes
On-Demand
Free-Video
Dynatrace

Boundless Analytics Powered by DQL and Grail - Live Demo and Production Insights

0 rewiews
Explore Grail and DQL's advanced capabilities for data analysis, including schema-on-read, real-time parsing, and joining diverse data types to streamline operations.
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7 Lesons
30 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

GPT4Rec: Graph Prompt Tuning for Streaming Recommendation - Tutorial 2.5

0 rewiews
Explore graph prompt tuning for streaming recommendations using GPT4Rec, enhancing real-time personalized content delivery in dynamic environments.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Optimal Transport Enhanced Cross-City Site Recommendation - T2.4

0 rewiews
Explore optimal transport techniques for cross-city site recommendations, enhancing POI suggestions through advanced computational methods.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graph Signal Diffusion Model for Collaborative Filtering - Tutorial 2.2

0 rewiews
Explore graph signal diffusion models for collaborative filtering in recommendation systems, enhancing predictive accuracy and user experience.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Denoising Diffusion Recommender Model - Lecture 2.2

0 rewiews
Explore cutting-edge denoising diffusion techniques for recommender systems, enhancing prediction accuracy and user experience in personalized recommendations.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity

0 rewiews
Explore collaborative filtering using diffusion models, unveiling high-order connectivity potential in recommendation systems for enhanced user experiences.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Lightweight Embeddings for Graph Collaborative Filtering - SIGIR 2024

0 rewiews
Explore lightweight embeddings for graph collaborative filtering in recommender systems, enhancing efficiency and performance in user-item interactions.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems

0 rewiews
Explore TransGNN's fusion of Transformers and Graph Neural Networks for enhanced recommender systems, improving collaborative filtering and user-item interactions.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Content-based Graph Reconstruction for Cold-start Item Recommendation - SIGIR 2024

0 rewiews
Explore innovative graph reconstruction techniques for cold-start item recommendations, enhancing content-based approaches in recommender systems.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Dimension Importance Estimation for Dense Information Retrieval - Tutorial 2.1

0 rewiews
Explore dimension importance estimation techniques for dense information retrieval, enhancing search accuracy and efficiency in large-scale systems.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering

0 rewiews
Explore individuality and collectivity of intents in graph collaborative filtering for enhanced recommendation systems and user interaction analysis.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations

0 rewiews
Explore adaptive feature de-correlation in graph collaborative filtering for enhanced recommendation systems. Learn innovative techniques to improve accuracy and relevance.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

SIGformer: Sign-aware Graph Transformer for Recommendation

0 rewiews
Explore sign-aware graph transformers for recommendation systems, enhancing accuracy through innovative graph-based techniques and transformer architectures.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Hierarchical Semantics Alignment for 3D Human Motion Retrieval

0 rewiews
Explore hierarchical semantics alignment techniques for efficient 3D human motion retrieval in this concise presentation on advanced computer vision applications.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sequential Recommendation with Collaborative Explanation via Mutual Information Maximization - Lecture 1

0 rewiews
Explore sequential recommendation with collaborative explanation, maximizing mutual information for enhanced explainability in search and recommendation systems.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation

0 rewiews
Explore advanced techniques in multi-behavior recommendation systems, focusing on behavior-contextualized item preference modeling for improved personalization and accuracy.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MDMTRec: An Adaptive Multi-Task Multi-Domain Recommendation Framework - SIGIR 2024

0 rewiews
Explore an adaptive framework for multi-task, multi-domain recommendations, enhancing personalized content suggestions across various platforms and contexts.
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1 Lesons
13 minutes
On-Demand
Free-Video
Cardiology University of Washington

Temperature Drives Cardiac Function

0 rewiews
Uncover how temperature impacts cardiac function, exploring contractility changes during hypothermia and fever, and the potential of electronic health records for data mining.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment - Domain Specific RecSys

0 rewiews
Explore a multi-view reciprocal recommender system for online recruitment, enhancing job matching efficiency and candidate-employer satisfaction.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Multimodality Invariant Learning for Multimedia-Based New Item Recommendation - Lecture 6

0 rewiews
Explore innovative techniques for multimedia-based new item recommendation using multimodality invariant learning, enhancing recommendation systems' performance and user experience.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

NFARec: A Negative Feedback-Aware Recommender Model - Recommendation Systems

0 rewiews
Explore a novel recommender model that incorporates negative feedback for improved personalized recommendations in complex user-item interaction scenarios.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching - Multimodal Session 3.3

0 rewiews
Explore uncertainty-guided noisy correspondence learning for efficient cross-modal matching in multimodal systems, enhancing data analysis and information retrieval techniques.
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1 Lesons
11 minutes
On-Demand
Free-Video

Pivotal Cloud Foundry Microservices

0 rewiews
Learn to build and deploy microservices using Spring Boot and Pivotal Cloud Foundry, covering key concepts like config server, circuit breaker, service discovery, and database integration.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Java Cloud Deployment

0 rewiews
Learn to deploy Spring Boot microservices on various cloud platforms, including Google Cloud, Pivotal Cloud Foundry, OpenShift, and Heroku. Explore service discovery, config server, circuit breakers, and database integration.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video
BioinformaticsDotCA

Microbiome Summer School- Big Data Analytics for Omics Science 2017

0 rewiews
Explore microbiome research through bioinformatics and big data analytics, covering topics from metagenomics to machine learning for biological data and microbiome database mining.
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10 Lesons
9 hours
On-Demand
Free-Video
Bioinformatics Coach

Data Mining - Biological Databases

0 rewiews
Learn to mine biological databases, download gene expression data, and use tools like TCGA, NCBI, and SRA toolkit for bioinformatics research. Covers Python and R programming for data analysis.
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8 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

Clustering in Data Mining - K Means Clustering Algorithm - Hierarchical Clustering

0 rewiews
This "Clustering in Data Mining" tutorial will help you to comprehensively learn all the concepts related to clustering algorithms.
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6 Lesons
3 hours 37 minutes
On-Demand
Free-Video
Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

0 rewiews
Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.
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9 Lesons
2 hours 56 minutes
On-Demand
Free-Video
Great Learning

Apriori Algorithm in Data Mining - Association Rule Mining - Data Science Algorithm

0 rewiews
Comprehensive tutorial on the Apriori algorithm in data mining, covering its importance, application in association rule mining, and implementation, with a focus on conjoint analysis and market basket analysis.
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5 Lesons
1 hour 37 minutes
On-Demand
Free-Video
Great Learning

Decision Tree in Data Mining and Machine Learning - Algorithm Tutorial

0 rewiews
This 'Decision Tree in Data Mining' video will help you to comprehensively learn all the concepts of decision tree such as Impurity, Gini index, and pruning.
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8 Lesons
2 hours 20 minutes
On-Demand
Free-Video
Great Learning

Marketing & Retail Analytics

0 rewiews
Comprehensive tutorial on marketing analytics, covering RFM analysis, clustering, churn prediction, market basket analysis, and CLV modeling using tools like Tableau and KNIME.
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18 Lesons
7 hours 12 minutes
On-Demand
Free-Video

Tableau Tutorial

0 rewiews
Learn Tableau's key features, architecture, and data visualization techniques including charts, plots, and KPIs for effective business intelligence analysis.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NIOS

Mathematics

0 rewiews
Explore advanced mathematical concepts including closed sets, matrices, calculus variations, probability, and complex analysis. Gain insights into diverse topics for a comprehensive understanding of higher mathematics.
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17 Lesons
15 hours
On-Demand
Free-Video
Derek Banas

R Programming Tutorial

0 rewiews
Comprehensive tutorial covering R programming basics, data manipulation, visualization, and statistical analysis. Ideal for beginners seeking hands-on learning with practical examples and applications.
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31 Lesons
1 hour 24 minutes
On-Demand
Free-Video

Microservices Practical Examples

0 rewiews
Comprehensive guide to building and securing microservices with practical examples, covering Spring Boot, OAuth2, service discovery, load balancing, and deployment strategies.
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25 Lesons
13 hours
On-Demand
Free-Video

Microservices Tutorial with Java, SpringBoot and Eureka

0 rewiews
Comprehensive Java-based tutorial on building microservices with SpringBoot and Eureka, covering service creation, interaction, and discovery for scalable applications.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Augmented Startups

Machine Learning Fun and Easy

0 rewiews
Explore popular machine learning concepts through engaging lectures covering regression, clustering, neural networks, and more. Gain fundamental knowledge in an accessible, enjoyable format.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

Cluster Analysis on Indian States Using Macro Economic Parameters

0 rewiews
Practical application of cluster analysis on Indian states' economic data, covering K-Means and Hierarchical clustering techniques for grouping and understanding large datasets.
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6 Lesons
53 minutes
On-Demand
Free-Video
Data Professor

Weka Data Mining Tutorials

0 rewiews
Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.
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8 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Learnit Training

Excel 2021 Pivot Tables Tutorial

0 rewiews
Master Excel Pivot Tables to efficiently analyze large datasets, create insightful reports, and design powerful charts. Learn data organization, custom sorting, and advanced functions like XLOOKUP and Power Pivot.
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16 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Data Science Dojo

Data Mining Crash Course

0 rewiews
Comprehensive overview of data mining essentials, covering data types, quality, preprocessing, similarity analysis, and visualization techniques for effective data-driven decision making.
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6 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Learnit Training

Excel 2019 Power User Tutorial

0 rewiews
Advanced Excel techniques for data analysis, including VLOOKUP troubleshooting, INDEX MATCH, PivotTables, array formulas, conditional formatting, charts, and macros. Ideal for power users seeking efficient problem-solving methods.
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19 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Learnit Training

Excel 2021 Pivot Tables Tutorial

0 rewiews
Master Excel Pivot Tables to efficiently analyze large datasets, create insightful reports, and design powerful charts. Learn data organization, custom sorting, and advanced Power Pivot features.
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15 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Learnit Training

Excel Power User Advanced Tutorial

0 rewiews
Advanced Excel techniques for power users: dynamic ranges, pivot table enhancements, web data import, and VBA macros. Develop skills to solve complex problems efficiently and push Excel's capabilities to new limits.
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21 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Learnit Training

Excel Power User Beginner Tutorial

0 rewiews
Master advanced Excel functions like VLOOKUP, INDEX-MATCH, and OFFSET. Learn data mining, dynamic ranges, and conditional formatting to solve complex problems efficiently and become a true Excel power user.
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22 Lesons
1 hour 44 minutes
On-Demand
Free-Video
Mineralogical Society of America

The Future of Data-Driven Discovery in Mineralogy and Crystallography

0 rewiews
Explore data-driven approaches in mineralogy, including mineral evolution, ecology, network analysis, and clustering techniques for advancing research and discovery in Earth and planetary sciences.
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31 Lesons
25 minutes
On-Demand
Free-Video
DigitalSreeni

Grain Size Analysis in Python Using a Microscope Image

0 rewiews
Automate grain analysis in metal alloys using Python and microscope images. Learn image processing techniques to generate summaries and CSV files for quality control and research.
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15 Lesons
41 minutes
On-Demand
Free-Video
Royal Tyrrell Museum of Palaeontology

Variation in the Skull of Anchiceratops

0 rewiews
Explore skull variations in Anchiceratops, examining sexual dimorphism, fossil evidence, and statistical analyses to understand dinosaur evolution and extinction implications.
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18 Lesons
30 minutes
On-Demand
Free-Video
Ethereum Engineering Group

DORA - Distributed Oracle Agreement with Simple Majority

0 rewiews
Explore the DORA protocol's innovative approach to distributed oracle networks, focusing on agreement distance and simple majority consensus for enhanced blockchain data reliability and scalability.
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1 Lesons
48 minutes
On-Demand
Free-Video
TEDx

La Inteligencia Artificial ha Entrado en Nuestras Vidas - Una Visión Global

0 rewiews
Exploración de la presencia y el impacto de la Inteligencia Artificial en nuestras vidas, ofreciendo una visión global de esta realidad tecnológica y sus avances vertiginosos.
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1 Lesons
15 minutes
On-Demand
Free-Video
Banach Center

Contrastive Hierarchical Clustering

0 rewiews
Explore Contrastive Hierarchical Clustering techniques and applications in this insightful conference talk by Przemysław Rola from the University of Economics in Krakow.
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1 Lesons
30 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Olé tu léxico! A Computational Investigation into Flamenco Lyrics

0 rewiews
Explora el análisis computacional de letras flamencas, revelando patrones lingüísticos y culturales únicos en este género musical tradicional español.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
IEEE

Towards Automated Safety Vetting of PLC Code in Real World Plants - Mu Zhang

0 rewiews
Automated safety vetting for PLC code in industrial plants using temporal context-aware program analysis. Generates timed event sequences to detect hidden safety violations in real-world scenarios.
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15 Lesons
23 minutes
On-Demand
Free-Video
Alan Turing Institute

Targeting Crimes and Criminals Through Data - Dr. Rick Adderley

0 rewiews
Explore data mining in law enforcement, covering challenges in police data analysis, criminal network analysis, and advanced analytics for crime prevention and resource optimization.
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24 Lesons
1 hour 28 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Predicting Vulnerability Exploitation - How to Assess Cybersecurity Risks

0 rewiews
Predicting vulnerability exploitation using data from 10 million hosts. Explores factors influencing hacker decisions and presents models to assess exploitation risk, aiding in cybersecurity and risk management.
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18 Lesons
21 minutes
On-Demand
Free-Video
Bill Buchanan OBE

Network Attack Traffic and Data Mining - Lab 6

0 rewiews
Explore network attack traffic and data mining techniques, including statistics, Nmap, Hydra, and crosscorrelation analysis for enhanced cybersecurity understanding.
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8 Lesons
39 minutes
On-Demand
Free-Video
OWASP Foundation

Over 20 Years of SQL Injection Attacks - Refining Web Attack Detection Using Data Mining Techniques

0 rewiews
Explore data mining techniques to refine SQL injection attack detection using CDN logs, NLP, and clustering for improved web security and emerging threat identification.
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12 Lesons
25 minutes
On-Demand
Free-Video
Fields Institute

Identification of Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets

0 rewiews
Explore innovative methods for identifying potential Lyme disease cases through analysis of self-reported tweets, leveraging social media data for public health insights.
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1 Lesons
44 minutes
On-Demand
Free-Video
ACM SIGPLAN

From Static to Dynamic Access Control Policies via Attribute-Based Category Mining

0 rewiews
Explore attribute-based category mining for dynamic access control policies, transitioning from static approaches in cybersecurity.
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1 Lesons
19 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Knowledge-Infused Matching of Support Seekers and Support Providers on Reddit

0 rewiews
Explore knowledge-infused AI for matching support seekers and providers on Reddit. Learn innovative techniques to enhance mental health support through advanced natural language processing.
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1 Lesons
55 minutes
On-Demand
Free-Video
Learnit Training

Excel 2019 Power User Tutorial

0 rewiews
Advanced Excel techniques for data analysis, including VLOOKUP troubleshooting, INDEX MATCH, PivotTables, array formulas, conditional formatting, and macros. Ideal for users seeking to enhance efficiency and problem-solving skills.
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18 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Open Data Science

Leading Data Science Teams - A Framework to Help Guide Data Science Project Managers - Jeffrey Saltz

0 rewiews
A framework for data science project managers covering team formation, analytical solution processes, and risk management. Focuses on effective project execution rather than specific algorithms.
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20 Lesons
46 minutes
On-Demand
Free-Video
Ambry Genetics

Approaches to Classification of Variants in TP53 and Other Hereditary Cancer Genes - Ambry Genetics

0 rewiews
Overview of variant classification methods in hereditary cancer genes, focusing on TP53. Compares ACMG codes with quantitative models, providing examples of evidence calibration and data mining for gene-specific classification.
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27 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Elvis Saravia

Building Tools and Frameworks for Large-Scale Social Media Mining

0 rewiews
Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.
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22 Lesons
46 minutes
On-Demand
Free-Video
LASCON

Hunting Twitter Bots at Scale - 2018

0 rewiews
Explore techniques to identify and track automated Twitter accounts using data collection, attribute analysis, and machine learning classifiers for large-scale bot detection.
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1 Lesons
49 minutes
On-Demand
Free-Video
Great Learning

Data Mining with Python - Data Mining for Beginners

0 rewiews
Learn data mining techniques using Python, covering classification, regression, and prediction. Gain practical skills to extract valuable insights from data for business and scientific applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
Learnit Training

Excel 2021 Power User Full Course

0 rewiews
Comprehensive tutorial for advanced Excel users covering powerful functions, pivot tables, data analysis techniques, and XLOOKUP. Develop skills to solve complex problems and streamline data processing efficiently.
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44 Lesons
4 hours 16 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Constrained Multimodal Data Mining Using Coupled Matrix and Tensor Factorizations

0 rewiews
Explore advanced techniques for analyzing complex multimodal data using coupled matrix and tensor factorizations. Learn about extracting insights from heterogeneous datasets in metabolomics and neuroscience.
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1 Lesons
50 minutes
On-Demand
Free-Video
TED

Data-Driven Discovery: Revolutionizing Medical Research

0 rewiews
Discover how big data and outsourced research are revolutionizing scientific inquiry, challenging traditional methods, and unlocking new possibilities in genomics and medicine.
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7 Lesons
14 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data Mining the Many-body Problem - From Equilibrium to Driven Systems by Marcello Dalmonte

0 rewiews
Explore data mining techniques for many-body systems, from equilibrium to driven states. Learn to analyze complex quantum phenomena and their applications in theoretical physics.
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1 Lesons
52 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Surviving a Ph.D. and Career Options in Data Mining - Doctoral Forum Panel

0 rewiews
Expert panel discusses strategies for Ph.D. success and post-doctoral career paths in academia, industry, and research labs, offering valuable insights for data mining doctoral students.
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1 Lesons
1 hour 58 minutes
On-Demand
Free-Video
Data Science Dojo

Intro to Big Data, Data Science & Predictive Analytics

0 rewiews
Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.
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34 Lesons
1 hour 33 minutes
On-Demand
Free-Video

Know Thy Operator: Behavior-Based Event Detection in Industrial Facilities

0 rewiews
Explore industrial process data analysis, machine learning for variability tracing, and behavior-based event detection in facilities. Learn about cluster tuning algorithms and operator response characterization.
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26 Lesons
38 minutes
On-Demand
Free-Video
Learnit Training

Tableau Business Intelligence - Intermediate Techniques and Dashboard Design

0 rewiews
Elevate your Tableau skills with advanced techniques for creating insightful dashboards. Learn to analyze data, visualize trends, and apply cluster analysis to real-world business scenarios.
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34 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Learnit Training

Excel Pivot Tables Tutorial - From Basics to Advanced Techniques

0 rewiews
Master Excel Pivot Tables: Analyze complex data, create insightful charts, and leverage advanced features like Power Pivot and DAX expressions for powerful data manipulation and visualization.
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27 Lesons
2 hours 23 minutes
On-Demand
Free-Video
Learnit Training

Excel Advanced Tutorial - From Named Ranges to VBA

0 rewiews
Master advanced Excel techniques: named ranges, XLOOKUP, database functions, macros, and VBA coding. Enhance data analysis, automate tasks, and create efficient spreadsheets for improved productivity.
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15 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Learning and Exploiting Statistical Dependencies in Networks - 2007

0 rewiews
Explore statistical dependencies in networks, focusing on learning joint distributions, network navigation, and structure indexing. Discover applications in web mining, bioinformatics, and fraud detection.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Learning and Mining in Large-Scale Time Series Data - 2015

0 rewiews
Explore machine learning approaches for analyzing large-scale time series and spatio-temporal data, with applications in healthcare and climate modeling.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Inductive Databases and Knowledge Scouts

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Explore intelligent agents for automated knowledge discovery in databases using KGL-1 scripts. Learn about association rules, graphs, and real-world applications in medical and youth behavior data mining.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Georgia Tech Research

Visual Data Analytics - A Short Tutorial

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Explore visual data analytics techniques for large datasets, bridging data mining and HCI to solve real-world problems with scalable interactive tools.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Data Science Conference

Introduction to Data Mining for Healthcare Domain

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Discover how data mining transforms healthcare through accessible tools and techniques, focusing on diagnosis, therapy discovery, and medical research - no programming experience needed.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Fields Institute

Local Graph Clustering with Noisy Labels

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Explore techniques for local graph clustering with noisy labels, focusing on applications in complex networks and data analysis.
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1 Lesons
20 minutes
On-Demand
Free-Video
Devoxx

Understanding the Human Genome: Data Mining in the World of DNA

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Explore state-of-the-art human genomics research and how machine learning mines information from publications to link genes, mutations, and diseases using VarSome's bioinformatics solutions.
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1 Lesons
18 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Role of Computer Science in Computer Science Education

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Exploring computer science's role in CS education, addressing challenges and opportunities in curriculum design, language development, and accessibility for diverse learners.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
ChariotSolutions

Building a Cloud Platform Using Netflix OSS - How Riot Games Leveraged the Technology

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Leveraging Netflix OSS tools to build a global game platform: adaptations, extensions, and integration with Java libraries for robust cloud-ready services and infrastructure.
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21 Lesons
1 hour 1 minute
On-Demand
Free-Video
Great Learning

Data Analysis of Amazon Reviews - Data Mining

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Learn to scrape and analyze Amazon reviews using Python, covering web scraping techniques, data preprocessing, and visualization for valuable e-commerce insights.
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27 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MUD - Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling

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Introduces MUD, a large-scale UI dataset created using LLMs for app exploration and noise filtering, showcasing its effectiveness in UI modeling tasks like element detection and retrieval.
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1 Lesons
15 minutes
On-Demand
Free-Video