Clustering Courses and Certifications

Yannic Kilcher

NeurIPS 2023 Research Highlights - Circuits, Collaborative Filtering, Clustering, and Privacy

Overview of NeurIPS 2023 poster presentations covering graph neural networks, collaborative filtering, semi-supervised learning, and privacy assessment in image reconstruction, with insights on cutting-edge machine learning research.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Introduction To Linux High Availability Clustering

310 ratings at Udemy

RH436 HA Pacemaker centos / redhat linux cluster on vmware virtual machine connected through ISCSI network to storage

• Udemy
• 2 hours 35 minutes
• On-Demand
• Paid Course

Microcredential

Implementing AI Algorithms from Scratch

268 ratings at CodeSignal

Master the fundamentals of AI by implementing machine learning algorithms from scratch, covering regression, classification, optimization, ensemble methods, clustering, and neural networks with hands-on coding.

• CodeSignal
• 21 hours
• On-Demand
• Free Certificate
• 6 courses

AI Engineer

How to Look at Your Data - Clustering Techniques and Data Analysis for AI Applications

1 review

Discover clustering techniques and data analysis methods to extract valuable insights from AI application conversation histories and create generative evaluations.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Clustering Analysis

11 ratings at Coursera

Explore unsupervised learning techniques, including clustering methods and dimension reduction, to uncover patterns and insights in diverse datasets through hands-on tutorials and case studies.

• Coursera
• 1 day 13 hours 2 minutes
• On-Demand
• Paid Course

Fairness in Networks - Information Access, Disadvantage, and Clustering

Explore fairness in social networks, examining information access, disadvantage, and clustering. Learn about interventions for equal access and the implications of network-based information flow.

• YouTube
• 59 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Unsupervised ML - Clustering, Dimensionality Reduction, Applications by Rahul Siddharthan

Explore unsupervised machine learning techniques for clustering and dimensionality reduction, with practical applications in data analysis and pattern discovery.

• YouTube
• 43 minutes
• On-Demand
• Free Video

IEEE

Scheduling with Communication Delays via LP Hierarchies and Clustering

Explore scheduling with communication delays using LP hierarchies and clustering, covering techniques like simplifying assumptions, LP scheduling, and clustering for efficient problem-solving.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

IEEE

Inapproximability of Clustering in Lp Metrics

Explores computational complexity of clustering in Lp metrics, discussing approximation algorithms, hardness of approximation, and key concepts like Johnson Coverage Hypothesis.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

Data Science Festival

Introduction to Machine Learning - Clustering - Part 3

Explore clustering in machine learning, focusing on k-means and hierarchical algorithms. Learn to uncover data relationships and apply techniques with practical considerations.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Code Sync

Ensuring Message Reliability in RabbitMQ: Clustering, Queues, and Resilience - RabbitMQ Summit 2023

Explore RabbitMQ's technology, clustering, and new features like quorum queues and streams. Learn how to design resilient systems and avoid potential outages in message-driven architectures.

• YouTube
• 28 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Document Summarization: Langchain Summarization Chains, Clustering and LLMs

Explore document summarization using Langchain, Hugging Face Transformers, and clustering techniques for efficient text analysis and insights.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Deterministic Annealing for Clustering, Classification and Speech Recognition

Explore deterministic annealing for improved clustering and classification, avoiding local optima and optimizing various structures in machine learning applications.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Manolis Kellis

Expression Analysis, Clustering, and Classification in Machine Learning - Lecture 2

Comprehensive exploration of machine learning concepts, from basic principles to advanced techniques, with applications in gene expression analysis and text clustering.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

What Do We Learn from Clustering of Galaxies and SMBHs at Cosmic Dawn?

Explore galaxy and supermassive black hole clustering at cosmic dawn. Gain insights into early universe structure formation and the interplay between galaxies and their central black holes.

• YouTube
• 35 minutes
• On-Demand
• Free Video