Background Required for taking a Graph Mining Course: As long as you are interested, you can check a Graph Mining course. However, a background in Computer Science/Engineering or related will be of great help. If you have taken courses such as Data Structure, Algorithms (and Computer Networks to some extent) – many course materials will …
Category: ব্লগ । Blog
ব্লগ । Blog
Jan 19
Bayesian Statistics and Machine Learning
Bayesian Statistics and Machine Learning “Bayesian inference is a method of statistical inference in which Bayes‘ theorem is used to update the probability for a hypothesis as more evidence or information becomes available. Bayesian inference is an important technique in statistics, and especially in mathematical statistics.” en.wikipedia.org › wiki › Bayesian_inference Bayesian inference – Wikipedia …
Jan 19
Salt
"DESCRIPTION Pass the Salt is an investigation into the mysteries of one of our most fundamental elements. It’s a search for the real answers regarding the mounting debate about the benefits and dangers of salt. https://gem.cbc.ca/media/the-nature-of-things/season-59/episode-9/38e815a-0122947a376" *** Note: Older short-notes from this site are posted on Medium: https://medium.com/@SayedAhmedCanada *** . *** *** . *** . …
Jan 18
Optimization and Linear Algebra/Math from the Internet
Optimization and Linear Algebra/Math from the Internet First order taylor approximation formula? https://www.thestudentroom.co.uk/showthread.php?t=1247928 Hessian Matrix https://en.wikipedia.org/wiki/Hessian_matrix "In mathematics, the Hessian matrix or Hessian is a square matrix of second-order partial derivatives of a scalar-valued function, or scalar field. It describes the local curvature of a function of many variables." Use in optimization "Hessian matrices are …
Jan 18
SeDuMi MATLAB add-on: solve optimization problems with linear, quadratic and semidefiniteness constraints
SeDuMi MATLAB add-on: solve optimization problems with linear, quadratic and semidefiniteness constraints "Abstract SeDuMi is an add-on for MATLAB, which lets you solve optimization problems with linear, quadratic and semidefiniteness constraints. It is possible to have complex valued data and variables in SeDuMi. Moreover, large scale optimization problems are solved efficiently, by exploiting sparsity. This …
Jan 17
Lesson 1: The (Linear) Kalman Filter: State Estimation and Localization for Self-Driving Cars
https://www.coursera.org/lecture/state-estimation-localization-self-driving-cars/lesson-1-the-linear-kalman-filter-7DFmY https://d3c33hcgiwev3.cloudfront.net/gWbwrisXEem4egrIUlgmqg.processed/full/360p/index.webm?Expires=1579392000&Signature=gLd7RN8aqZhrNLNLl-huuNsIrkWnUp8gPUAMNqk6Xnkx0lmkMKE8XdXs5v7GGSMvq9ieVeR7MAi2bDz6pxUhgWspfMtnZZ2k2ZpKKzKdNoiFHW-zBVcnFTq~yPyC0ssd1gHzenk2SHqPBu1BhkHTqz7nhdXU08UQS-Z1w7qhwcw_&Key-Pair-Id=APKAJLTNE6QMUY6HBC5A *** *** Note: Older short-notes from this site are posted on Medium: https://medium.com/@SayedAhmedCanada *** . *** *** . *** . *** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) MSc. in Comp. Sc. (U of Manitoba, Canada) MSc. in Data Science and Analytics (Ryerson University, Canada) Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: …
Jan 15
Investing
Outlook 2020 stock market: https://www.greaterfool.ca/2020/01/04/outlook-3/ One approach of Investing (taking care of money/investment/financial aspect of life) in Stock Market in the Developed World. https://www.greaterfool.ca/2020/01/01/be-it-resolved/Note: Some Older short-notes from this site are posted on Medium: https://medium.com/@SayedAhmedCanada *** . *** *** . *** . *** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) …
Jan 14
Misc. Optimization. Machine Learning
“What is machine learning optimization? Optimization is the most essential ingredient in the recipe of machine learning algorithms. It starts with defining some kind of loss function/cost function and ends with minimizing the it using one or the other optimization routine.Sep 5, 2018″ https://towardsdatascience.com/demystifying-optimizations-for-machine-learning-c6c6405d3eea Ordered vector space “Given a vector space V over the real …
Jan 14
Design optimization
Design optimization https://medium.com/generative-design/design-optimization-2ec2ba3b40f7 Learning from nature https://medium.com/generative-design/learning-from-nature-fe5b7290e3de *** . **** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) MSc. in Comp. Sc. (U of Manitoba, Canada) MSc. in Data Science and Analytics (Ryerson University, Canada) Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com Online and Offline Training: http://Training.SitesTree.com FB Group on Learning/Teaching: https://www.facebook.com/banglasalearningschool Our …
