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 …
Category: AI ML DS RL DL NN NLP Data Mining Optimization
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 …
Jan 14
The World is for Polymaths: An Interview with Sajid Amit, Academic, Researcher, and Development Strategist (Part One)
" The World is for Polymaths: An Interview with Sajid Amit, Academic, Researcher, and Development Strategist (Part One) Future Startup Face to Face | The Interview November 4, 2019 0 “When you have multiple lenses with which to consider a problem, it is an incredible advantage. The world is for polymaths,” says Sajid Amit as …
Jan 11
Linear Algebra
https://link-springer-com.libaccess.lib.mcmaster.ca/book/10.1007%2F978-3-319-11080-6 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 free or paid events on IT/Data Science/Cloud/Programming/Similar: https://www.facebook.com/justetcsocial Get access to …
Jan 10
linkedin profile
Director/Course Designer/Trainer Justetc (Just Et Cetera) Social Services Non-profit. As we can basis, as time and schedule permit basis. Courses: https://SitesTree.com/training (Free and/or low cost workshops and training). Events: http://facebook.com/justetcsocial. Subject areas in order: Big-Data & Machine Learning (ML, DL, NN, RL, NLP, Visualization), Cloud, Linux/System Admin, Security, DBMS/BI, Web/Mobile/Software Dev. Sayed Ahmed BSc. Eng. …
Jan 09
How Big Tech is helping transform cars into smartphones
How Big Tech is helping transform cars into smartphones "Those services – streaming video, vehicle performance upgrades, dashboard commerce – could answer a pressing need for automakers. They need to learn how to milk their hardware for revenue long after vehicles roll off dealers’ lots. Tech companies see cars and the time people spend in …
