Category: Root

Is now an ok time to buy SPSK. Interest rate is moderate. More chances that they will fall than rise. interest rate and bond price. interest rate and sukuk/SPSK price.

Note: Everything is from OpenAI/Chatgpt. The information, overall, looked ok to me. You’re thinking along the right lines — and here’s a direct, objective summary to help you decide whether now is a reasonable time to buy SPSK (Wahed’s Sukuk ETF). 📉 Is Now a Good Time to Buy SPSK? ✅ Reasons It May Be …

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Check Your Linux Knowledge

Linux Installation: Pre Assessment 0 points Check all that apply.  Oracle Virtualbox Installed  ISO Image of the Linux  ISO Image in USB Drive 1 point Check all that apply.  Any website  Original Vendor/creator/owner Website  Your Organizations’ Licensed Copy  Pirated Copies Found in the Internet 1 point Mark only one oval.  Yes  No 1 point Mark …

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http and idempotent

not idempotent is: 🔴 POST Method Idempotent? Purpose GET ✅ Yes Retrieve data HEAD ✅ Yes Like GET but returns headers only PUT ✅ Yes Replace or create a resource DELETE ✅ Yes Delete a resource OPTIONS ✅ Yes Describe communication options Ref: Ai/Chat/Internet/Chatgpt

Checking on XEF and UMMA

It seems UMMA can be a good replacement for XEF – if Shariah Compliant (and sort of ESG) is important to you.

Tax Efficiency Considerations for Shariah Compliant Investments

Use this information just for knowledge purpose. Before taking actions, please explore more and may want to take professional advice. For Tax Efficiency in Canada, for Halal Fixed Income ( I mean: Monthly Distribution) and ETFs like SPSK, and SPRE : it made sense: (ref: AI Chat) For Growth ETFS and Fixed Income ETFs Source: …

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Halal/Shariah Compliant Investment in Canada

For Ideas: HALAL Investment Portfolio (Really Halal or not can still be a concern, depending). Purification is also another idea to integrate. You probably can create such portfolios on your own if you are familiar with such/them in the usual (not centered around HALAL) investment space. HLAL focuses more on the ethical aspect than SPUS …

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Pearson vs Spearman Correlation

Pearson: Generally Linear relation Assumes Linearity. Correlation between height and weight Sensitive to outliers. Spearman: increasing or decreasing relationship, but may not be linear. Monotonic. Higher marks lead to lower ranks, but generally not linearly. Does not assume Linearity. It can be good for categorical variables and relationships. Less Sensitive to outliers. Ref: Internet sources

Reporting (Results and Discussion) for your Data Analytics Projects

Evaluation, Results, Analysis, Reporting Evaluation: What and How •Evaluate: the accuracy and generality of the model • (we did in model evaluation, threat to validity) •Now Evaluate: if model meets the business objectives •Seek if there is some business reasons •why this model is deficient •Evaluation: Take this model and application on real world case …

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Examples: Experiment Design

Experiment 1: Forecast the nations that will have the most suicides,  Data: Output variables: Method/Algorithm for this experiment Experiment 2: Find out the association of GDP and population size on suicide rates, Data: Output variables: Method/Algorithm for this experiment Experiment design 3: Predict which age groups are most prone to commit suicide Data: Output variables: Method/Algorithm …

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Tools and Tutorials for Data Manipulation

Join Data from Multiple Sources •Power BI •Python •SQL •Databases and Data Warehouse •https://durhamcollege.desire2learn.com/d2l/le/content/467097/viewContent/6376898/View •Data Modeling and SQL •https://durhamcollege.desire2learn.com/d2l/le/content/467097/viewContent/6376900/View •Microsoft Power BI •https://durhamcollege.desire2learn.com/d2l/le/content/467097/viewContent/6377023/View Tutorials and Examples •MySQL Data Manipulation: •https://www.databasejournal.com/mysql/mysql-data-manipulation-and-query-statements/ •https://www.w3schools.com/sql/ •https://www.tutorialspoint.com/sql/index.htm •Workbench: https://www.tutorialspoint.com/create-a-new-database-with-mysql-workbench •SQL Server Data Manipulation •https://www.tutorialspoint.com/ms_sql_server/index.htm •Management Studio: •https://www.tutorialspoint.com/ms_sql_server/ms_sql_server_management_studio.htm •Power BI Data Manipulation •https://learn.microsoft.com/en-us/power-bi/connect-data/desktop-tutorial-importing-and-analyzing-data-from-a-web-page •Data Manipulation in Python •https://www.analyticsvidhya.com/blog/2021/06/data-manipulation-using-pandas-essential-functionalities-of-pandas-you-need-to-know/ Data Analytics, Machine …

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