Justetc Social Services (non-profit)Jan 31 · 29 min read Indicator visualizations will be in a separate ipynb file (visualize-indicators-final.ipynb) Visualizations can be created using the UI interface i.e. Select options and execute the code block after to get the visualizations. I have placed a separate section at the end of this file where research questions and plots as …
Category: AI ML DS RL DL NN NLP Data Mining Optimization
Feb 07
About the Project : Benchmarking Canada’s Health Care Systems: International Comparisons, 2017
Justetc Social Services (non-profit)Jan 31 · 1 min read Project : Benchmarking Canada’s Health Care Systems: International Comparisons, 2017 By Sayed Ahmed Objective: Visualize the performance of Canadian Healthcare System Performance against other countries Short Description : Analyze, compare, and visualize the performance of Canadian healthcare system against other countries using public dataset. The dataset provides benchmark comparison data …
Feb 11
Misc Plots
Misc Plots: Ref: https://www.wolframalpha.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 Manitoba, Canada) MSc. in Data Science and Analytics (Ryerson University, Canada) …
Feb 11
Misc. Plots
Ref: https://www.wolframalpha.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 Manitoba, Canada) MSc. in Data Science and Analytics (Ryerson University, Canada) Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://Bangla.SaLearningSchool.com, …
Feb 10
Euclidean Norm of a Matrix
Euclidean Norm of a Matrix Ref: http://mathworld.wolfram.com/FrobeniusNorm.html ***. ***. *** 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 …
Feb 09
Misc. Data Science: Clustering
"Model–based clustering assumes that the data were generated by a model and tries to recover the original model from the data. The model that we recover from the data then defines clusters and an assignment of documents to clusters. A commonly used criterion for estimating the model parameters is maximum likelihood.nlp.stanford.edu › IR-book › html …
Feb 09
Misc. Optimization Resources
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 from this site are posted …
Feb 07
Part -1 : Bootstrapping, Bagging, Random Forests
What is a Classification Tree: www.solver.com › classification-tree Classification Tree | solver A Classification tree labels, records, and assigns variables to discrete classes. A Classification tree can also provide a measure of confidence that the classification is correct. A Classification tree is built through a process known as binary recursive partitioning. Pros and Cons of …