Lectures related to Practical Computation of PageRank

Explores the PageRank algorithm used by Google to rank web pages.

Explains PageRank and HITS algorithms for web page ranking and authority calculation.

Vectorization in Python: Efficient Computation with Numpy

Covers vectorization in Python using Numpy for efficient scientific computing, emphasizing the benefits of avoiding for loops and demonstrating practical applications.

Numerical Methods: Exercises

Covers exercises related to numerical methods, focusing on computational algorithms and problem-solving strategies.

Creating Links with <A>

Covers the creation of links using the tag in HTML.

Network and Web: the web

Introduces networking, web technologies, DNS, URL, client-server architecture, HTTP, HTML, CSS, Web 1.0, dynamic pages, and Web 3.0.

Eigenvalue Problems: Methods and Applications

Explores eigenvalue problems, iterative methods, convergence properties, and applications in computational physics.

Connecting Networks

Explores the interconnected world of networks, from people to digital platforms.

Explicit Stabilised Methods: Applications to Bayesian Inverse Problems

Explores explicit stabilised Runge-Kutta methods and their application to Bayesian inverse problems, covering optimization, sampling, and numerical experiments.

Numerical Analysis: Introduction to Computational Methods

Covers the basics of numerical analysis and computational methods using Python, focusing on algorithms and practical applications in mathematics.

Eigenvalues and Optimization: Numerical Analysis Techniques

Discusses eigenvalues, their calculation methods, and their applications in optimization and numerical analysis.

Network Protocols: Basics and Security

Introduces network protocols, routing, security vulnerabilities, dynamic web content, and the deep/dark web.

Eigenvalue Problems: Methods and Applications

Explores eigenvalue problems, iterative methods, and their applications in quantum physics and network analysis.

Singular Value Decomposition: Applications and Theorems

Explores the applications and theorems of Singular Value Decomposition in linear algebra, including image processing, matrix rotation, and transition probabilities.

Diagonalization Techniques: Jacobi Method

Covers the Jacobi method, Givens rotation, QR decomposition, and diagonalization techniques in computational physics.

Anchor Text Indexing and Page Ranking Log in to Mediaspace to watch this video

Explores anchor text indexing, PageRank, and link-based ranking using a random walker model.

Link-Based Ranking: PageRank Log in to Mediaspace to watch this video

Explores link-based ranking with a focus on PageRank algorithm and its practical application in web search engines.

Link-Based Ranking: Introduction Log in to Mediaspace to watch this video

Explores the significance of anchor text in link-based ranking and its impact on search results.

Numerical Analysis: Linear Systems Log in to Mediaspace to watch this video

Covers the analysis of linear systems, focusing on methods such as Jacobi and Richardson for solving linear equations.

Effect of Rounding Errors in Linear Systems Log in to Mediaspace to watch this video

Explores the effect of rounding errors in solving linear systems using the LU factorization method.