PageRank Courses and Certifications

NPTEL-NOC IITM

PageRank Algorithm - Introduction to Google's Web Graph Importance Matrix

Explore the PageRank algorithm's origins, importance, and application in web graphs. Gain insights into Google's foundation and matrix-based approach to ranking web pages.

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

NPTEL-NOC IITM

PageRank Algorithm - Introduction to Google's Web Graph Importance Matrix

Explore the PageRank algorithm's origins, web graph structure, and importance matrix. Gain insights into Google's foundational ranking system.

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

Association for Computing Machinery (ACM)

Fairness Rising from the Ranks - HITS and PageRank on Homophilic Networks

Explore how HITS and PageRank algorithms perform on homophilic networks, examining their impact on fairness and ranking systems in network analysis.

• YouTube
• 21 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

PageRank - History of Web Search and Google's Algorithm - L25

Discover how Google revolutionized web search through PageRank algorithm, exploring its mathematical foundations using sparse power methods and teleportation for ergodic computation.

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

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

Instituto de Matemática Pura e Aplicada

Matemática no Mecanismo do Google PageRank

Explore a matemática por trás do algoritmo PageRank do Google, descobrindo como ele classifica páginas da web e influencia resultados de pesquisa.

• YouTube
• 28 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

UofU Data Science

Data Mining Lecture 23 - PageRank

Explore the PageRank algorithm, its principles, and applications in data mining in this comprehensive lecture from UofU Data Science.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Machine Learning with Graphs

Master graph-based machine learning techniques including Graph Neural Networks, PageRank, knowledge graphs, and network analysis for modeling complex social, technological, and biological systems.

• YouTube
• 1 day 8 minutes
• On-Demand
• Free Video

Machine Learning with Graphs

Master graph neural networks, node embeddings, and network analysis through Stanford's comprehensive exploration of machine learning algorithms for large-scale social and information networks.

• YouTube
• 22 hours 23 minutes
• On-Demand
• Free Video

Reducible

PageRank - A Trillion Dollar Algorithm

Explore the mathematical foundations and complexities of PageRank, the revolutionary search algorithm. Learn about Markov chains, stationary distributions, and their practical applications in web search technology.

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

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
• Paid Course

Numerical Methods and Optimization in Python

115 ratings at Udemy

Gaussian Elimination, Eigenvalues, Numerical Integration, Interpolation, Differential Equations and Operations Research

• Udemy
• 14 hours 3 minutes
• On-Demand
• Paid Course

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