DBSCAN Courses and Certifications

Generative AI on AWS

Advanced and Accelerated Data Curation and Visualizations for LLMs with NVIDIA CuML, DBSCAN, and tSNE

Master high-performance data curation and visualization for LLMs using NVIDIA CuML, DBSCAN, and tSNE algorithms with GPU acceleration techniques.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Density-Based Clustering Simplified

Master density-based clustering through DBSCAN algorithm implementation, from basic concepts to advanced parameter tuning, with hands-on Python examples using scikit-learn.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Density-Based Clustering Simplified

Master DBSCAN clustering techniques to identify unique cluster shapes through connectivity and density functions, with hands-on R implementation and parameter tuning.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

UofU Data Science

Hierarchical Agglomerative Clustering - Single Link, Complete Link, and DBScan - L8

Master hierarchical agglomerative clustering techniques including single link, complete link methods, and density-based DBScan algorithms for effective data grouping.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Microcredential

Mastering Clustering in Machine Learning

16 ratings at CodeSignal

Master clustering algorithms and validation techniques for unsupervised machine learning, from K-means and DBSCAN to hierarchical methods and performance metrics.

• CodeSignal
• 9 hours
• On-Demand
• Free Certificate
• 4 courses

Intro to Unsupervised Machine Learning

Master unsupervised machine learning through hands-on practice with clustering, dimensionality reduction, and advanced algorithms using the Iris dataset for practical data analysis applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Unsupervised Learning and Clustering

Master unsupervised learning algorithms from scratch, including k-Means, PCA, and DBSCAN. Build clustering implementations, visualize results, and evaluate performance using essential metrics.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Cluster Performance Unveiled

Master advanced clustering validation techniques using Silhouette Score, Davies-Bouldin Index, and Cross-Tabulation Analysis to optimize algorithm performance and identify ideal cluster structures.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Mastering Clustering in Machine Learning with R

Unlock unsupervised learning in R through K-means, DBSCAN, and Hierarchical Clustering with data preprocessing and validation techniques for effective model performance assessment.

• CodeSignal
• 9 hours
• On-Demand
• Free Certificate
• 4 courses

Unsupervised Learning and Clustering

Master unsupervised learning by building k-Means, mini-batch k-Means, PCA, and DBSCAN from scratch. Assess cluster quality using key metrics like homogeneity and completeness.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Cluster Performance Unveiled

Master clustering validation techniques including Silhouette Score, Davies-Bouldin Index, and Cross-Tabulation Analysis to evaluate and optimize clustering algorithm performance in R.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Applied Unsupervised Learning in Python

Master unsupervised learning algorithms in Python to uncover hidden patterns, reduce dimensions, cluster data, model topics, and handle missing values using real-world datasets.

• Coursera
• 1 day 6 hours 13 minutes
• On-Demand
• Paid Course

Advanced Methods in Machine Learning Applications

Master advanced machine learning techniques for complex problem-solving. Explore ensemble learning, regression analysis, unsupervised learning, and reinforcement learning. Gain practical skills to implement and optimize sophisticated models.

• Coursera
• 19 hours 58 minutes
• On-Demand
• Paid Course

Python Data Science: Unsupervised Machine Learning

374 ratings at Udemy

Learn Python for data science & machine learning, and build unsupervised learning models w/ a top Python instructor!

• Udemy
• 16 hours 47 minutes
• On-Demand
• Paid Course

Data Mining - Unsupervised Learning

117 ratings at Udemy

Master unsupervised learning techniques including clustering, dimensionality reduction, and association rules. Apply practical algorithms for pattern discovery, anomaly detection, and recommendation systems using Python and R.

• Udemy
• 10 hours 42 minutes
• On-Demand
• Paid Course