).<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"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 … <\/p>\n
Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1910,1908,182],"tags":[],"class_list":["post-16635","post","type-post","status-publish","format-standard","hentry","category-ai-ml-ds-rl-dl-nn-nlp-data-mining-optimization","category-math-and-statistics-for-data-science-and-engineering","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16963,"url":"http:\/\/bangla.sitestree.com\/?p=16963","url_meta":{"origin":16635,"position":0},"title":"GUROBI Optimization: Project Examples","author":"Sayed","date":"March 20, 2020","format":false,"excerpt":"GUROBI Optimization: Functional Code Examples: https:\/\/www.gurobi.com\/resource\/functional-code-examples\/ Gurobi Interactive Examples: http:\/\/examples.gurobi.com\/ *** ***. *** 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\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16988,"url":"http:\/\/bangla.sitestree.com\/?p=16988","url_meta":{"origin":16635,"position":1},"title":"Gurobi: Optimization: Learn from Examples","author":"Sayed","date":"April 10, 2020","format":false,"excerpt":"Gurobi: Optimization: Learn from Examples View the modeling examples: Cell Tower Coverage Customer Assignment Facility Location HP Williams Modeling Examples L0-Regression Offshore Wind Farming Standard Pooling Traveling Salesman ***. ***. *** Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . ***\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16974,"url":"http:\/\/bangla.sitestree.com\/?p=16974","url_meta":{"origin":16635,"position":2},"title":"Learn: How to formulate an Optimization Problem","author":"Sayed","date":"March 29, 2020","format":false,"excerpt":"Formulating an Optimization Problem http:\/\/macc.mcmaster.ca\/maccfiles\/chachuatnotes\/01-Formulation_handout.pdf Search Results Web results Math 407A: Linear Optimization - University of Washington : how to formulate https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/lectures\/L3-LP_Modeling.pdf Optimization with Examples https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section1.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section1.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section2.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/models\/ Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . *** . ***\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16827,"url":"http:\/\/bangla.sitestree.com\/?p=16827","url_meta":{"origin":16635,"position":3},"title":"Misc. Optimization Resources","author":"Sayed","date":"February 9, 2020","format":false,"excerpt":"L0 Norm, L1 Norm, L2 Norm & L-Infinity Norm https:\/\/medium.com\/@montjoile\/l0-norm-l1-norm-l2-norm-l-infinity-norm-7a7d18a4f40c *** Iterative Solutions of Linear Systems https:\/\/www.math.uh.edu\/~jingqiu\/math4364\/iterative_linear_system.pdf *** How statistical Norms improve modeling https:\/\/towardsdatascience.com\/norms-penalties-and-multitask-learning-2f1db5f97c1f Project Example: Optimization: http:\/\/www.cs.cmu.edu\/~aarti\/Class\/10725_Fall17\/past_projects.html https:\/\/web.stanford.edu\/class\/ee392o\/#projects https:\/\/ece.uwaterloo.ca\/~ece602\/Projects\/2017\/Project21\/main.html Area and Project Example: http:\/\/www.ece.tufts.edu\/ee\/194CO\/project_14.pdf Sensor and Optimization: Could be a good read. http:\/\/homepages.rpi.edu\/~mitchj\/phdtheses\/daryn\/ramsdd.pdf ***. ***. *** Note: Older short-notes\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":17362,"url":"http:\/\/bangla.sitestree.com\/?p=17362","url_meta":{"origin":16635,"position":4},"title":"Parameter Optimization in\/using Neural Network","author":"Sayed","date":"August 27, 2020","format":false,"excerpt":"Parameter optimization in neural networks https:\/\/www.deeplearning.ai\/ai-notes\/optimization\/ Coding Deep Learning for Beginners \u2014 Linear Regression (Part 2): Cost Function https:\/\/towardsdatascience.com\/coding-deep-learning-for-beginners-linear-regression-part-2-cost-function-49545303d29f CBMM Tutorial: Optimization Notes https:\/\/cbmm.mit.edu\/sites\/default\/files\/documents\/CBMM_Optimization_Notes_2017.html Gradient descent https:\/\/www.jeremyjordan.me\/gradient-descent\/ Hyper-parameter Tuning Techniques in Deep Learning https:\/\/towardsdatascience.com\/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8 Model Parameters and Hyperparameters in Machine Learning \u2014 What is the difference? https:\/\/towardsdatascience.com\/model-parameters-and-hyperparameters-in-machine-learning-what-is-the-difference-702d30970f6 Lecture 8: Optimization\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16937,"url":"http:\/\/bangla.sitestree.com\/?p=16937","url_meta":{"origin":16635,"position":5},"title":"Project: Optimization","author":"Sayed","date":"February 23, 2020","format":false,"excerpt":"Portfolio Optimization with Linear and Fixed Costs Report: https:\/\/github.com\/chsasank\/CVX\/blob\/master\/Report\/report.pdf Project: https:\/\/github.com\/chsasank\/CVX Trajectory Optimization https:\/\/github.com\/zi-w\/6.832-project CourseSchedulingOptimization https:\/\/github.com\/BenKang34\/CourseSchedulingOptimization Local search and optimization algorithms in AI https:\/\/github.com\/aliarjomandbigdeli\/local-search-and-optimization CS524-Group-Assignment-Optimization https:\/\/github.com\/xiaohk\/CS524-Group-Assignment-Optimization TOP - Timetable Optimisation Project https:\/\/people.orie.cornell.edu\/mru8\/orie6326\/project.html Website Performance Optimization portfolio project https:\/\/github.com\/baker-natalie\/optimization-project Target Tracking Projects on Github https:\/\/github.com\/topics\/target-tracking Tracking Multiple People in a Multi-Camera\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16635","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16635"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16635\/revisions"}],"predecessor-version":[{"id":16716,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16635\/revisions\/16716"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16635"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}