PageRank Courses and Certifications

Mining Massive Datasets

24 reviews

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

• edX
• 7 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Role of Content Course with Eric Enge

Learn how to enrich your SEO strategy by content creation

• Semrush Academy
• 46 minutes
• On-Demand
• Free Certificate

Search Engines for Web and Enterprise Data

Explore web and enterprise search technologies, including indexing, ranking, and advanced applications. Learn to evaluate search quality, understand user intent, and apply real-world examples to reinforce algorithm comprehension.

• Coursera
• 1 day 6 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

From Centrality Measures to Nanowire Networks - Disordered Systems Methods to the Rescue

Explore advanced network analysis techniques, from centrality measures to nanowire networks, using disordered systems methods to understand complex network dynamics and neuromorphic computing applications.

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

SEO Strategy: Link Building

195 ratings at LinkedIn Learning

Learn how to improve your brand's SEO with an effective link-building strategy.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available

USENIX

GraphX - Graph Processing in a Distributed Dataflow Framework

Explore GraphX, a graph processing framework built on Apache Spark, offering performance comparable to specialized systems while enabling broader computational capabilities and fault tolerance.

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

Modern Search Engine Optimization (SEO)

Learn how to drive organic traffic to your website by mastering search engine optimization. In this course, you'll get a deep-dive into SEO.

• Frontend Masters
• 4-5 hours
• On-Demand
• Paid Course

Institute for Pure & Applied Mathematics (IPAM)

A Framework for Differentiable Discovery of Graph Algorithms

Explore graph algorithm discovery using deep learning and tree decomposition. Learn effective techniques for NP-complete problems with interpretable results and expanded search space.

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

Ryan O'Donnell

Random Walks

Explore random walks and Markov chains, covering key concepts, theorems, and real-world applications like PageRank. Gain insights into probability theory and graph algorithms.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Discovering Emerging Open Source Communities Through Graphical Analysis

Explore graph theory techniques to visualize open source ecosystems, identify emerging communities, and uncover relationships between projects using centrality algorithms and the Augur OSS project.

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

GERAD Research Center

Network Centrality Maximization Game

Explore network formation strategies as players optimize PageRank centrality by strategically wiring outgoing links, analyzing equilibria and potential game dynamics.

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

UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.

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

UofU Data Science

PageRank Algorithm and Google's Web Search Formulation - Part 2

Dive into advanced PageRank concepts, exploring spider traps, dead ends, and Google's teleportation formulation while analyzing the algorithm's implementation and modern applications.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

UofU Data Science

Matrix Completion and PageRank in Data Mining - Spring 2023

Dive into matrix completion techniques and PageRank algorithms, exploring fundamental concepts for data mining and graph analysis applications.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

DevConf

Uncovering New Open Source Communities Graphically

Explore graph theory techniques to visualize and analyze open source ecosystems, uncovering emerging communities and their relationships to established projects.

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