"
plan on deploying your cash in tranches: Buy a U.S. index fund when markets are down 20 to 25%; add a developed global index fund when markets fall by 30%. And if we are lucky enough to enjoy a 35 to 40% decline (that’s assuming you prepared for this moment), buy emerging-market stocks.

"
—-

Data Science, Analytics, and Prediction: Basic Knowledge:
https://www.kaggle.com/etakla/exploring-the-dataset-univariate-analysis
https://www.kaggle.com/etakla/exploring-the-dataset-bivariate-analysis
https://towardsdatascience.com/survival-analysis-part-a-70213df21c2e
https://lifelines.readthedocs.io/en/latest/
https://lifelines.readthedocs.io/en/latest/Survival%20Regression.html
https://www.statsdirect.com/help/survival_analysis/cox_regression.htm
https://courses.lumenlearning.com/suny-natural-resources-biometrics/chapter/chapter-7-correlation-and-simple-linear-regression/
https://www.kaggle.com/residentmario/univariate-plotting-with-pandas
https://scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html
https://www.shanelynn.ie/using-pandas-dataframe-creating-editing-viewing-data-in-python/
https://www.pearsonhighered.com/gould-statistics-2e-info/assets/pdf/sample-chapter-ess-ch04.pdf
https://www.kaggle.com/amanajmera1/linear-regression-model-on-nba-dataset
https://www.oreilly.com/library/view/practical-statistics-for/9781491952955/ch04.html
http://sites.utexas.edu/sos/guided/inferential/numeric/bivariate/cor/
https://www.graphpad.com/support/faq/what-is-the-difference-between-correlation-and-linear-regression/
https://www.statsdirect.com/help/regression_and_correlation/simple_linear.htm
https://erc.barnard.edu/spss/pearsons_r
https://www.statpac.com/statistics-calculator/correlation-regression.htm
https://www.statisticssolutions.com/correlation-pearson-kendall-spearman/
https://www.bmj.com/about-bmj/resources-readers/publications/statistics-square-one/11-correlation-and-regression
https://www.statisticssolutions.com/bivariate-correlation/
https://data-flair.training/blogs/python-statistics/

https://www.kaggle.com/naina04/bivariate-plotting-with-pandas

https://medium.com/@purnasaigudikandula/exploratory-data-analysis-beginner-univariate-bivariate-and-multivariate-habberman-dataset-2365264b751

https://www.analyticsvidhya.com/blog/2016/01/guide-data-exploration/

https://python-for-multivariate-analysis.readthedocs.io/a_little_book_of_python_for_multivariate_analysis.html

https://www.kaggle.com/residentmario/univariate-plotting-with-pandas

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com

Jun 15

SQL Server (SSAS): Data Mining: Data Science: Data Analytics: Prediction: Neural Networks : Linear/Logistics Regression

By Sayed in AI ML DS RL DL NN NLP Data Mining Optimization, ব্লগ । Blog

SQL Server Analysis Service:

Data Mining Algorithms (Analysis Services – Data Mining)
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/data-mining-algorithms-analysis-services-data-mining?view=sql-server-2017
—
Microsoft Association Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-association-algorithm?view=sql-server-2017
—
Association Model Query Examples
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/association-model-query-examples?view=sql-server-2017
—
Microsoft Clustering Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-clustering-algorithm?view=sql-server-2017

Clustering Model Query Examples
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/clustering-model-query-examples?view=sql-server-2017

—
Microsoft Time Series Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-time-series-algorithm?view=sql-server-2017
—
Time Series Model Query Examples
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/time-series-model-query-examples?view=sql-server-2017
—

Microsoft Neural Network Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-neural-network-algorithm?view=sql-server-2017
—
Neural Network Model Query Examples
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/neural-network-model-query-examples?view=sql-server-2017
—
Microsoft Naive Bayes Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-naive-bayes-algorithm?view=sql-server-2017
—
Microsoft Logistic Regression Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-logistic-regression-algorithm?view=sql-server-2017
—
Logistic Regression Model Query Examples
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/logistic-regression-model-query-examples?view=sql-server-2017
—

Statistics in SQL: Simple Linear Regressions
"
Statistics in SQL: Pearson’s Correlation
Statistics in SQL: Kendall’s Tau Rank Correlation
Statistics in SQL: Simple Linear Regressions
Statistics in SQL: The Kruskal–Wallis Test
Statistics in SQL: The Mann–Whitney U Test
Statistics in SQL: Student’s T Test
"
https://www.red-gate.com/simple-talk/blogs/statistics-sql-simple-linear-regressions/
—

Linear Regression Model Query Examples
"Sample Query 1: Using the Data Mining Schema Rowset to Determine Parameters Used for a Model
Sample Query 2: Retrieving the Regression Formula for the Model
Sample Query 3: Returning Only the Coefficient for the Model
Sample Query 4: Predicting Income using a Singleton Query
Sample Query 5: Using Prediction Functions with a Regression Model"

https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/linear-regression-model-query-examples?view=sql-server-2017
—

Prediction Functions:

"
Prediction Function Usage
IsDescendant (DMX) Determines whether one node is a child of another node in the model.
IsInNode (DMX) Indicates whether the specified node contains the current case.
PredictHistogram (DMX) Returns a predicted value, or set of values, for a specified column.
PredictNodeId (DMX) Returns the Node_ID for each case.
PredictStdev (DMX) Returns standard deviation for the predicted value.
PredictSupport (DMX) Returns the support value for a specified state.
PredictVariance (DMX) Returns the variance of a specified column.

"
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/linear-regression-model-query-examples?view=sql-server-2017
—

Microsoft Linear Regression Algorithm
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/microsoft-linear-regression-algorithm?view=sql-server-2017
—

Microsoft R
https://mran.microsoft.com/spotlightarchive

—

Decision Trees Model Query Examples
Sample Query 3: Retrieving Subtrees from the Model
Making Predictions using a Decision Trees Model
Sample Query 4: Returning Predictions with Probabilities
Sample Query 5: Predicting Associations from a Decision Trees Model
Sample Query 6: Retrieving a Regression Formula from a Decision Trees Model

https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/decision-trees-model-query-examples?view=sql-server-2017
—

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com

Jun 13

AI and ML in 2019: Health/personalized medicine and AI/ML/DL/NLP

By Sayed in AI ML DS RL DL NN NLP Data Mining Optimization, Health System Performance, ব্লগ । Blog

Keeping up with AI in 2019. What is the next big thing in AI and ML?
https://medium.com/thelaunchpad/what-is-the-next-big-thing-in-ai-and-ml-904a3f3345ef
—

A Technical Overview of AI & ML (NLP, Computer Vision, Reinforcement Learning) in 2018 & Trends for 2019
https://www.analyticsvidhya.com/blog/2018/12/key-breakthroughs-ai-ml-2018-trends-2019/
—
AI Research Trends
https://ai100.stanford.edu/2016-report/section-i-what-artificial-intelligence/ai-research-trends
—
Artificial intelligence in healthcare: past, present and future
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829945/pdf/svn-2017-000101.pdf
—

From hype to reality: data science enabling personalized medicine
https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-018-1122-7
—
AI Applications for Managing Chronic Kidney Disease
https://emerj.com/ai-sector-overviews/ai-managing-chronic-kidney-disease/
—
Machine Learning, Imaging Analytics Predict Kidney Function
https://healthitanalytics.com/news/machine-learning-imaging-analytics-predict-kidney-function
—
Artificial Intelligence for Diabetes Management and Decision Support: Literature Review
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6000484/
—
Big science and big data in nephrology
https://www.sciencedirect.com/science/article/pii/S0085253819301115
—
Explainable AI for Trees: From Local Explanations to Global
Understanding
https://arxiv.org/pdf/1905.04610.pdf

—

IT gets Tk1,930 crore boost
Tk100 crore to boost startup ventures
Posts and Telecom gets Tk3,456 crore
https://www.dhakatribune.com/business/economy/2019/06/13/it-gets-tk1-930-crore-boost

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com

Jun 13

From the Web: Health, Security, Finance, Technology, Business, Politics, Economy

By Sayed in ব্লগ । Blog

Life’s Simple 7 initiative and your health
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3699822/
—-
Warning: Google Researcher Drops Windows 10 Zero-Day Security Bomb
https://www.forbes.com/sites/daveywinder/2019/06/12/warning-windows-10-crypto-vulnerability-outed-by-google-researcher-before-microsoft-can-fix-it/#5476914f2fd6
—
New Security Warning Issued For Google’s 1.5 Billion Gmail And Calendar Users
https://www.forbes.com/sites/daveywinder/2019/06/11/new-security-warning-issued-for-googles-1-5-billion-gmail-and-calendar-users/#686ed663565e
—
Google criticized for Chrome change that logs users in without telling them
https://www.theverge.com/2018/9/24/17895536/google-chrome-69-log-in-sync-password-user-data-privacy
—
Oil Surges as Tankers in Gulf Suffer Another Suspected Attack
https://www.bloomberg.com/news/articles/2019-06-12/oil-holds-near-lows-on-u-s-stockpile-build-poor-demand-outlook?srnd=premium
—
Alibaba Files for a Hong Kong Mega-Listing
https://www.bloomberg.com/news/articles/2019-06-13/alibaba-is-said-to-have-filed-for-a-hong-kong-mega-listing?srnd=premium
—
Hong Kong’s Financial Elite Grow Uneasy as China Tensions Rise
https://www.bloomberg.com/news/articles/2019-06-13/hong-kong-s-financial-elite-grow-uneasy-as-china-tensions-rise?srnd=premium
—
Is Gmail Secure? 6 Ways to Tell
https://adeliarisk.com/is-gmail-secure-6-ways-to-tell/
—

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com

Jun 12

Of Interest: From the Web

By Sayed in ব্লগ । Blog

"The Global Times cited technology giant Tencent, as well as smartphone makers Xiaomi, Oppo and Vivo, and quoted an unnamed source "close to a major Chinese carrier" saying that the major Chinese technology companies "are actively working with Huawei to push forward the release of HongMeng OS, which is also considered as a major blow to the US-led crackdown.""
https://www.forbes.com/sites/zakdoffman/2019/06/12/tencent-xiaomi-and-oppo-all-testing-huaweis-faster-android-os-report-claims/#2707ffbe388e

—
Google Tried to Prove Managers Don’t Matter. Instead, It Discovered 10 Traits of the Very Best Ones
https://www.inc.com/scott-mautz/google-tried-to-prove-managers-dont-matter-instead-they-discovered-10-traits-of-very-best-ones.html
—
Drug to Replace Chemotherapy May Reshape Cancer Care
https://www.bloomberg.com/news/articles/2019-06-11/drug-to-replace-chemotherapy-may-reshape-cancer-care
—
Saving the Planet With Electric Cars Means Strangling This Desert
https://www.bloomberg.com/news/features/2019-06-11/saving-the-planet-with-electric-cars-means-strangling-this-desert
—
Gasoline Prices Set to Plunge at the Pump
https://www.bloomberg.com/news/articles/2019-06-10/hold-up-on-the-fill-up-gasoline-is-set-to-plunge-at-the-pump
—
The U.S.-China Race for Tech Dominance Is the Worst Game of Twister Ever
https://www.bloomberg.com/news/articles/2019-06-12/the-digital-iron-curtain-looks-like-spaghetti?srnd=premium
—
The dirty dozen: 12 top cloud security threats
https://www.csoonline.com/article/3043030/the-dirty-dozen-12-top-cloud-security-threats.html
—
6 ways malware can bypass endpoint protection
https://www.csoonline.com/article/3400860/6-ways-malware-can-bypass-endpoint-protection.html?upd=1560353757211
—
America’s Largest Retailer Sued For Selling Fake Medicine
https://www.forbes.com/sites/nicolefisher/2019/05/31/americas-largest-retailer-sued-for-selling-fake-medicine/#5c1c278a38c4
—
the-future-of-car-ownership-building-an-online-dealership/
https://techcrunch.com/2019/06/12/the-future-of-car-ownership-building-an-online-dealership/

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com

Jun 12

Of Interest: Linux/VPS/Politics/Cpanel/Vultr/DigitalOcean

By Sayed in ব্লগ । Blog

VPS server on Digital Ocean (Vultr, Hostwind, namecheap, vps.net are other options also amazon lightsail)
https://www.digitalocean.com/products/droplets/

Hongkong:
https://www.bloomberg.com/news/articles/2019-06-12/demonstrators-block-key-downtown-roads-hong-kong-protest-update

Unions in Grad School:
https://www.bloomberg.com/opinion/articles/2019-06-12/university-of-chicago-walkout-keep-unions-out-of-grad-school?srnd=premium-canada