ব্লগ । Blog
Jul 13
Compare Transport Accident Mortality (Male) for 2017 across countries (based on the data available). The same information plotted in different ways. The values either indicate per 100k or just indicate a relative scale Colors in the Bubble chart (also in the pie chart) were used to indicate different countries Colors in bar charts do not …
Jul 11
Transport Accident Mortality Across Countries and Canadian Provinces: A Visualization experiment: Does it look right? Dataset: from cihi.ca, the dataset usually uses counts per 100,000 population. The values might mean out of 100,000 (need verifications on my part) or values can just be taken as relative.
Jul 09
Train/Test Split and Cross Validation in Python https://towardsdatascience.com/train-test-split-and-cross-validation-in-python-80b61beca4b6 sklearn.ensemble.RandomForestRegressor¶ https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html "A random forest regressor. A random forest is a meta estimator that fits a number of classifying decision trees on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is always the same as the …
Jul 07
Insurance HealthCare Costs: https://github.com/techshot25/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https://towardsdatascience.com/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https://github.com/lschlessinger1/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https://github.com/jpgrana/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https://github.com/NeilPrabhu/Stock-Prediction Naive Bayes Weather Prediction https://github.com/husnainfareed/simple-naive-bayes-weather-prediction/blob/master/bayes.py Regression Predict Fuel Efficiency: https://www.tensorflow.org/tutorials/keras/basic_regression Regression-Example-Predicting-House-Prices https://github.com/andersy005/deep-learning/blob/master/keras/04-A-Regression-Example-Predicting-House-Prices.ipynb Stock Price Prediction using Regression https://github.com/chaitjo/regression-stock-prediction Concept: …
Jul 07
File: indicator-methodology.xls From: https://www.cihi.ca/sites/default/files/document/oecd-benchmarking-canadas-health-systems -2017-en-web.xlsx
Jul 07
File: indicator-methodology.xls From: https://www.cihi.ca/sites/default/files/document/oecd-benchmarking-canadas-health-systems -2017-en-web.xlsx
Jul 07
Kaiser-Meyer-Olkin (KMO) Test for Sampling Adequacy https://www.statisticshowto.datasciencecentral.com/kaiser-meyer-olkin/ KMO and Bartlett’s Test https://www.ibm.com/support/knowledgecenter/SSLVMB_23.0.0/spss/tutorials/fac_telco_kmo_01.html What should be ideal KMO value for factor analysis? https://www.researchgate.net/post/What_should_be_ideal_KMO_value_for_factor_analysis
Jul 05
Overview for Principal Components Analysis https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/before-you-start/overview/ " The goal of principal components analysis is to explain the maximum amount of variance with the fewest number of principal components." Interpret the key results for Principal Components Analysis https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/interpret-the-results/key-results/ Interpret all statistics and graphs for Principal Components Analysis https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/interpret-the-results/all-statistics-and-graphs/ Methods and formulas for Principal Components Analysis https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/methods-and-formulas/methods-and-formulas/ …
Jul 03
Who changed that and why? How to change root password on CentOS Linux https://www.cyberciti.biz/faq/how-to-change-root-password-on-centos-linux/ https://www.cyberciti.biz/faq/how-to-change-root-password-on-centos-linux/ – How to change root password in Ubuntu Linux https://www.cyberciti.biz/faq/change-root-password-ubuntu-linux/ https://phoenixnap.com/kb/change-root-password-ubuntu – Solaris:Unix:Changing Root’s Password https://docs.oracle.com/cd/E19455-01/806-1387/a08paswd-26/index.html – IBM-AIX: Unix: Reset Root Password https://www.ibm.com/support/knowledgecenter/en/ssw_aix_71/com.ibm.aix.osdevice/HT_baseadmn_recoverrootpswd.htm
Jul 03
Who changed that and why? How to change root password on CentOS Linux https://www.cyberciti.biz/faq/how-to-change-root-password-on-centos-linux/ https://www.cyberciti.biz/faq/how-to-change-root-password-on-centos-linux/
