Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? Questions What is a Graph? Give an example of a Graph? What are the different Types of Graphs? i.e. Try to give some examples of different ways how Graphs are classified? What is a directed Graph? What is an undirected Graph? What are …
Category: FromSitesTree.com
Apr 20
Some Research on CKD Disease, Chronic Kidney Disease #Root
Some Research on CKD Disease, Chronic Kidney Disease. Just to keep track These are research i.e. studies. These are not to be interpreted by everyone; however, only for the people who have the background to interpret. There should be 1000s of studies or 100’s of 1000s studies on this and related topic. Hence, do not …
Apr 20
NLP: Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online) #Root
Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online): Can you use RNN-LSTM for Text Classification? Can you use RNN-LSTM for Text Summarization? Can you use CNN for Text Classification? Can you use CNN for Text Classification? What does CNN stand for? What does RNN stand …
Apr 20
USA and Canada Tax Treaty #Root
Instructions for Completing Internal Revenue Service Tax Forms for Royalty Payments https://www.upenn.edu/pennpress/about/taxforms.html Instructions for Completing Internal Revenue Service Tax Forms for Royalty Payments https://www.millerthomson.com/en/publications/communiques-and-updates/tax-notes/april-2013/overview-of-limitation-on-benefits-article-in/ Sayed Ahmed Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://bangla.saLearningSchool.com http://SitesTree.com, Online and Offline Training: http://training.SitesTree.com From: http://sitestree.com/usa-and-canada-tax-treaty/ Categories:RootTags: Post Data:2019-09-22 12:50:50 Shop Online: https://www.ShopForSoul.com/ (Big Data, Cloud, Security, Machine Learning): Courses: http://Training.SitesTree.com In Bengali: …
Apr 19
Machine Learning and Security Basics #Root
Machine Learning and Security Basics Objective: Define/describe key concepts on what Machine Learning can do for Security and how First of all, what are security threats? Malware, Worm, Trojan, Spyware, Adware, Ransomware, Rootkit, Backdoor, Bot, Botnet, Exploit, Scanning (port scanning), Sniffing (silently observe and record), Keylogger, Spam, Login Attack, Account Take Over, Phising (masquerading), Spear …
Apr 19
Best Practices in Data Preparation #Root
Best Practices in Data Preparation 1. Check data formats (Image, CSV, PC, Mac, mainframe, text, structured, unstructured) 2. Verify data types (numbers, text, floats, currencies, nominal, ordinal, interval, range) 3. Graph your Data (Scatter, Histogram, bar, line) 4. Verify the data (data accuracy, data makes sense) 5. Identify outliers ( Examples: very large or very …
Apr 19
Questions Answered by Exploratory Data Analysis (EDA) #Root
Questions Answered by Exploratory Data Analysis (EDA) What are the key properties of a Dataset (Center, Spread, Skew, probability distribution, correlation, outliers) 1. What is the center of the data (mean, median, mode) 2. How much spread is there in the data? (Variance, Standard deviation, Quartiles, Interquartile Range (IQR), Example: IQR = Q3 – Q1) …
Apr 19
Important Basic Concepts: Statistics for Big Data #Root
Important Basic Concepts: Statistics for Big Data Graphical : Exploratory Data Analysis (EDA) methods? First of all, EDA is about exploring the data and understanding if the data will be good for the experiment and study. Graphs and plots can easily show the data patterns. The raw data can be difficult to understand for patterns …
Apr 19
PHP SQL Server Stored Procedure #Root
/* prepare the statement resource */ $stmt=mssql_init(“your_stored_procedure”, $conn); /* now bind the parameters to it */ mssql_bind($stmt, “@id”, $id, SQLINT4, FALSE); mssql_bind($stmt, “@name”, $name, SQLVARCHAR, FALSE); mssql_bind($stmt, “@email”, $email, SQLVARCHAR, FALSE); /* now execute the procedure */ $result = mssql_execute($stmt); Another Example $conn = mssql_connect($db_host,$db_user,$db_password);if ($conn===false){ echo ‘Cannot connect.’; exit; } if (mssql_select_db(“YourDatabase”,$conn) === false) …
Apr 19
Hierarchical Visualization: Examples, Implementations, Theory, and Projects #Root
Hierarchical Visualization Hierarchical Visualization in R http://www.r-chart.com/2010/07/hierarchical-visualizations-in-r-and.html Hierarchical cluster analysis on famous data sets – enhanced with the dendextend package https://cran.r-project.org/web/packages/dendextend/vignettes/Cluster_Analysis.html Tree Plots https://plot.ly/python/tree-plots/ A Python framework for the analysis and visualization of trees. http://etetoolkit.org/ Hierarchy https://en.wikipedia.org/wiki/Hierarchy Organizational Chart https://upload.wikimedia.org/wikipedia/commons/8/86/Departments_in_advertising_agencies.jpg Brackets https://en.wikipedia.org/wiki/Bracket_(tournament)#/media/File:SixteenPlayerSingle Introduction to Graphs http://btechsmartclass.com/data_structures/introduction-to-graphs.html https://www.csee.umbc.edu/courses/undergraduate/341/fall98/frey/ClassNotes/Class14/RootedTree.jpg Tree Data Structure https://en.wikipedia.org/wiki/Tree_(data_structure) Unrooted Tree https://image.slidesharecdn.com/phylogeneticanalysis-111117220939-phpapp01/95/phylogenetic-analysis-16-728.jpg?cb=1321568578 cyclicVSacyclic …
