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by Razkummara1. I troductio 2. Importi g matplotlib & pyplot3. Creati g the list of Stri gs & i tegers4. Setti g the figure size(le gth,width)5. Set the title for the figure6. Creati g the subplot for plotti g the graph7. Executi g bar graph usi g ames & values8. Pri ti g the graph9. Executi g a other slot a d executi g the bar graph1.I troductio ▲We use matplotlib to create a simple bar graph. Matplotlib is a Pytho 2D plotti g library. Matplotlib ca be used i Pytho scripts, the Pytho a d IPytho shells, the Jupyter otebook, web applicatio servers, a d four graphical user i terface toolkits. Read more at official website: https://matplotlib.org/ 2.Importi g matplotlib & pyplot▲matplotlib.pyplot is a collectio of comma d style fu ctio s that make matplotlib work like MATLAB. Each pyplot fu ctio makes some cha ge to a figure: e.g., creates a figure, creates a plotti g area i a figure, plots some li es i a plotti g area, decorates the plot with labels, etc. Read more at https://matplotlib.org/3.1.1/tutorials/i [...]

"Matplotlib Bar chart. Matplotlib may be used to create bar charts. Steps to Create a Bar Chart in Python using Matplotlib."

#Bar chart #Matplotlib

1. I troductio 2. Load data3. Left Bla k4. Pri t details of loaded dataset5. Fi d u ique values of some colum s6. Cha ge the colum s7. Re ame pay colum s8. Set ‘default as target a d create a ew dataset X by droppi g this colum from origi al dataset9. Use RobustScaler to tra sform X10. Create a dataset Y with o ly target colum 11. Create trai a d test data12. Create a dataframe to store result of differe t models13. Create Logistic Regressio Model14. Fit the data i to model15. Update result of model i to model metrics16. Co fusio Matrix17. Impleme t Baggi g Model18. Ra domForest Model19. Boosti g Model20. Save Models i to a file1.I troductio ▲Dow load data from https://raw.githubuserco te t.com/MLWave/Black-Boxxy/master/credit-card-default.csv See impleme tatio by Vladimir G. Drugov at: https://rstudio-pubs-static.s3.amazo aws.com/281390_8a4ea1f1d23043479814ec4a38dbbfd9.html 2.Load data▲ 2.1.Code▲10:import pa das as pd 20: 30:data_path= 'F:/data/i put/credit_card_default.csv' 40:ccdefaults = pd.read_csv(data_path, i dex_col='ID') [...]

"Machine learning is the science of getting computers to act without being explicitly programmed. It is seen as a subset of artificial intelligence."

#Machine #Credit #Default

By Nuta 1 I troductio 2 Logi to AWS accou t3 Search EC2 i AWS Ma ageme t Co sole4 Create VPS5 Co vert private key .pem file to Putty Private Key .ppk file6 Co ect to VPS from your local system through Putty1.I troductio ▲This docume t describes how to create virtual private server(EC2) i AWS. After that how you ca co ect to that server from your local system.2.Logi to AWS accou t▲Url: https://aws.amazo .com/Email: [email protected]: xxxxxx3.Search EC2 i AWS Ma ageme t Co sole▲EC2Next scree will show like below:4.Create VPS▲4.1.Click o Lau ch i sta ces▲4.2.Search “ubu tu” -> the select Ubu tu Server 18.04(Free for Eligible)▲4.3.Review a d Lau ch▲Next will show like below:4.4.Create a ew key pair▲Select “Create a ew key pair” from dropdow a d give ame of key pair.4.5.Dow load Key Pair private key▲Save .pem file i your local system. We eed this file later, so keep safely. You will ot be able to dow load file agai after server i sta ce’s created.4.6.Click o Lau ch I [...]

"Amazon Virtual Private Cloud (Amazon VPC) enables you to launch AWS. You can configure your VPC; you can select its IP address range."

#VPC #AWS

1 I troductio 2 Ru mmc comma d3 Ope the certificate folder4 Delete a certificate1.I troductio ▲You have i stalled a server.crt file i Wi dows 10 machi e. Follow the i structio to u i stall it.2.Ru mmc comma d▲It ca be do e i either of the followi g ways:2.1.You ca right click start me u, select ru co sole a d type mmc.▲2.2.Search mmc from i start pa el▲3.Ope the certificate folder▲3.1.Ope S ap-i ▲File -> Add/Remove S ap-i ..3.2.Ope certificate folder▲certificates (double-click it) -> computer accou t -> local computer -> fi ish -> OK4.Delete a certificate ▲4.1.Expa d the certificate folder▲Go to the folder where you kept your certificate. I my case, it was i ‘Trusted Root Certificate Authorities -> Certificates’ folder.4.2.Locate a d delete certificate▲Right click a d delete the certificate

"Remove a Certificate (server.crt) from Local Windows Machine."

#Certificate #Windows #Machine

1 I troductio 2 Create SSL3 Add domai ame i hosts file4 Create virtual host i Apache1.I troductio ▲This docume t describes how to create SSL certificate i Wi dows Machi e a d deploy your local site with https.It requires two files that you ca dow load fromcert.co fmake-cert.batThis example uses the followi g details:Domai Name: trai i g.xcelvatio s. ewFolder Name: F:\Clie tProjects\trai i g.xcelvatio s. ewLocalhost IP: 127.0.0.1Xampp folder: C:\xampp2.Create SSL▲2.1.Dow load the o f a d bat files from the li ks▲cert.co fmake-cert.bat2.2.Put the followi g files i Xampp▲Put both files i C:\xampp\apache\co f\ssl.crt foldercert.co fmake-cert.bat2.3.Edit co f file▲Edit domai ame i cert.co f as you eed.2.4.Ru bat file▲Ru the from comma d prompt:make-cert.bat2.5.Check the ewly created file▲There will be a ew folder with domai [...]

"Create SSL Certificate with XAMPP in Local Windows Machine"

#SSL #XAMPP #Windows

1. I troductio 2. Mai class3. Call method for Simple Bar Chart4. Create a object of GralSimpleBarPlot class5. Exte d this class to pare t class that co tai s commo thi gs like JFrame, color, size etc6. Exte d this class to JPa el7. Add versio for serializatio 8. Co structor of Mai GralPa el9. Re der Graph10. Set frame properties11. Call re der method from the pare t class12. Create co structor of this class13. Create data for bar chart14. Create ew bar plot15. Create bar re derer16. Set plot dime sio s17. Co figure bar re derer18. Cha ge graph title19. Method for Scatter Plot20. Create a object of GralSimpleBarPlot class21. Create co structor22. Ge erate data poi ts23. Create a ew xy-plot24. Add descriptio as title1.I troductio ▲Every chart has three compo e ts1. Mai class that has mai method a d calls the chart class2. The chart class like GralSimpleBarPlot or ScatterPlot calls i herits commo Gral properties a d fu ctio s from pare t class Mai GralPa el3. Mai [...]

"GRAL is a free Java library for displaying plots (graphs, diagrams, and charts). The acronym GRAL simply stands for GRAphing Library."

#GRAL #Java library #GRAphing Library.

1 I troductio 2 Create SSL3 Add domai ame i hosts file4 Create virtual host i Apache1.I troductio ▲This docume t describes how to create SSL certificate i Wi dows Machi e a d deploy your local site with https.It requires two files that you ca dow load fromcert.co fmake-cert.batThis example uses the followi g details:Domai Name: trai i g.xcelvatio s. ewFolder Name: F:\Clie tProjects\trai i g.xcelvatio s. ewLocalhost IP: 127.0.0.1Xampp folder: C:\xampp2.Create SSL▲2.1.Dow load the o f a d bat files from the li ks▲cert.co fmake-cert.bat2.2.Put the followi g files i Xampp▲Put both files i C:\xampp\apache\co f\ssl.crt foldercert.co fmake-cert.bat2.3.Edit co f file▲Edit domai ame i cert.co f as you eed.2.4.Ru bat file▲Ru the from comma d prompt:make-cert.bat2.5.Check the ewly created file▲There will be a ew folder with domai [...]

"Create SSL Certificate with XAMPP in Local Windows Machine"

#SSL #XAMPP #Windows Machine

By Akshata Dupare 1. I troductio 2. Mai class a d mai method 3. hashMap Example 4. Addi g some Stri g, Stri g as key a d value 5. Addi g i t as value 6. Addi g boolea as value 7. Addi g Stri g[] as value 8. pri t array values 9. Addi g list of Stri g as value 10. Addi g list of I teger as value 1.I troductio ▲ This program shows how to use Object as value compo e t type to allow all types of data to be stored i a map. 1.1.Code▲ 10:/** 20: * Class Name: MapWithDiffere tDataTypes 30: * Author: Akshata 40: * Date: 2019-11-6 50: * Details: Simple Map Operatio s with differe t data types 60: */ 2.Mai class a [...]

"Map with Different Data Types as Values"

#Map #Different Data #Values

by Razkummara1. I troductio 2. Importi g matplotlib & pyplot3. Creati g the list of Stri gs & i tegers4. Setti g the figure size(le gth,width)5. Set the title for the figure6. Creati g the subplot for plotti g the graph7. Executi g bar graph usi g ames & values8. Pri ti g the graph9. Executi g a other slot a d executi g the bar graph1.I troductio ▲We use matplotlib to create a simple bar graph. Matplotlib is a Pytho 2D plotti g library. Matplotlib ca be used i Pytho scripts, the Pytho a d IPytho shells, the Jupyter otebook, web applicatio servers, a d four graphical user i terface toolkits. Read more at official website: https://matplotlib.org/ 2.Importi g matplotlib & pyplot▲matplotlib.pyplot is a collectio of comma d style fu ctio s that make matplotlib work like MATLAB. Each pyplot fu ctio makes some cha ge to a figure: e.g., creates a figure, creates a plotti g area i a figure, plots some li es i a plotti g area, decorates the plot with labels, etc. Read more at https://matplotlib.org/3.1.1/tutorials/i [...]

"Matplotlib Bar chart. Matplotlib may be used to create bar charts. Steps to Create a Bar Chart in Python using Matplotlib."

#Bar Graphs #Matplotlib

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"Lorem ipsum dolor sito amet, conse ctetuer adipiscing elit sed diam nonum nibhie euisod. Facilisis at vero eros et cumsan et iusto odio dignissim qui blandit praesent luptatum zril delenit augue duis dolore te feugait nulla facilisi. Nam liber empori cum solta nobis eleifend option cue nihil imperdiet voluptate velit […]"

#visual identity #memorable

1. I troductio This docume t describes how to deploy simple spri g boot web applicatio i AWS Elastic Bea stalk. We eed o e spri g boot project a d accou t i AWS. 2. Create o e spri g boot web applicatio Create o e simple spri g boot web applicatio , which will retur ‘Hello World’ o RequestMappi g(“/”) 3. Logi to AWS accou t https://sig i .aws.amazo .com/sig i ?redirect_uri=https%3A%2F%2Fco sole.aws.amazo .com%2Fco sole%2Fhome%3Fstate%3DhashArgs%2523%26isauthcode%3Dtrue&clie t_id=ar %3Aaws%3Aiam%3A%3A015428540659%3Auser%2Fhomepage&forceMobileApp=0 After logi , it will redirect to AWS Ma ageme t Co sole If you do ’t have accou t i AWS, the create accou [...]

"This document describes how to deploy simple spring boot web application in AWS Elastic Beanstalk. We need one spring boot project and account in AWS."

#AWS #Elastic #Beanstalk

1. I troductio 2. Mai class3. Call method for Simple Bar Chart4. Create a object of GralSimpleBarPlot class5. Exte d this class to pare t class that co tai s commo thi gs like JFrame, color, size etc6. Exte d this class to JPa el7. Add versio for serializatio 8. Co structor of Mai GralPa el9. Re der Graph10. Set frame properties11. Call re der method from the pare t class12. Create co structor of this class13. Create data for bar chart14. Create ew bar plot15. Create bar re derer16. Set plot dime sio s17. Co figure bar re derer18. Cha ge graph title19. Method for Scatter Plot20. Create a object of GralSimpleBarPlot class21. Create co structor22. Ge erate data poi ts23. Create a ew xy-plot24. Add descriptio as title1.I troductio ▲Every chart has three compo e ts1. Mai class that has mai method a d calls the chart class2. The chart class like GralSimpleBarPlot or ScatterPlot calls i herits commo Gral properties a d fu ctio s from pare t class Mai GralPa el3. Mai [...]

"GRAL is a free Java library for displaying plots (graphs, diagrams, and charts). The acronym GRAL simply stands for GRAphing Library."

#GRAL #java

https://www.learnittraining.com/plotting-with-gral/

By Nuta 1 I troductio 2 Logi to AWS accou t3 Search EC2 i AWS Ma ageme t Co sole4 Create VPS5 Co vert private key .pem file to Putty Private Key .ppk file6 Co ect to VPS from your local system through Putty1.I troductio ▲This docume t describes how to create virtual private server(EC2) i AWS. After that how you ca co ect to that server from your local system.2.Logi to AWS accou t▲Url: https://aws.amazo .com/Email: [email protected]: xxxxxx3.Search EC2 i AWS Ma ageme t Co sole▲EC2Next scree will show like below:4.Create VPS▲4.1.Click o Lau ch i sta ces▲4.2.Search “ubu tu” -> the select Ubu tu Server 18.04(Free for Eligible)▲4.3.Review a d Lau ch▲Next will show like below:4.4.Create a ew key pair▲Select “Create a ew key pair” from dropdow a d give ame of key pair.4.5.Dow load Key Pair private key▲Save .pem file i your local system. We eed this file later, so keep safely. You will ot be able to dow load file agai after server i sta ce’s created.4.6.Click o Lau ch I [...]

"Amazon Virtual Private Cloud (Amazon VPC) enables you to launch AWS. You can configure your VPC; you can select its IP address range."

#Virtual Private #EC2 Instance

1 I troductio 2 Ru mmc comma d3 Ope the certificate folder4 Delete a certificate1.I troductio ▲You have i stalled a server.crt file i Wi dows 10 machi e. Follow the i structio to u i stall it.2.Ru mmc comma d▲It ca be do e i either of the followi g ways:2.1.You ca right click start me u, select ru co sole a d type mmc.▲2.2.Search mmc from i start pa el▲3.Ope the certificate folder▲3.1.Ope S ap-i ▲File -> Add/Remove S ap-i ..3.2.Ope certificate folder▲certificates (double-click it) -> computer accou t -> local computer -> fi ish -> OK4.Delete a certificate ▲4.1.Expa d the certificate folder▲Go to the folder where you kept your certificate. I my case, it was i ‘Trusted Root Certificate Authorities -> Certificates’ folder.4.2.Locate a d delete certificate▲Right click a d delete the certificate

"Remove a Certificate (server.crt) from Local Windows Machine."

#Remove a Certificate #Windows Machine

By Akshata Dupare 1. I troductio 2. Mai class a d mai method 3. hashMap Example 4. Addi g some Stri g, Stri g as key a d value 5. Addi g i t as value 6. Addi g boolea as value 7. Addi g Stri g[] as value 8. pri t array values 9. Addi g list of Stri g as value 10. Addi g list of I teger as value 1.I troductio ▲ This program shows how to use Object as value compo e t type to allow all types of data to be stored i a map. 1.1.Code▲ 10:/** 20: * Class Name: MapWithDiffere tDataTypes 30: * Author: Akshata 40: * Date: 2019-11-6 50: * Details: Simple Map Operatio s with differe t data types 60: */ 2.Mai class a [...]

"Map with Different Data Types as Values"

#Map #Different Data

1. I troductio 2. Load data3. Left Bla k4. Pri t details of loaded dataset5. Fi d u ique values of some colum s6. Cha ge the colum s7. Re ame pay colum s8. Set ‘default as target a d create a ew dataset X by droppi g this colum from origi al dataset9. Use RobustScaler to tra sform X10. Create a dataset Y with o ly target colum 11. Create trai a d test data12. Create a dataframe to store result of differe t models13. Create Logistic Regressio Model14. Fit the data i to model15. Update result of model i to model metrics16. Co fusio Matrix17. Impleme t Baggi g Model18. Ra domForest Model19. Boosti g Model20. Save Models i to a file1.I troductio ▲Dow load data from https://raw.githubuserco te t.com/MLWave/Black-Boxxy/master/credit-card-default.csv See impleme tatio by Vladimir G. Drugov at: https://rstudio-pubs-static.s3.amazo aws.com/281390_8a4ea1f1d23043479814ec4a38dbbfd9.html 2.Load data▲ 2.1.Code▲10:import pa das as pd 20: 30:data_path= 'F:/data/i put/credit_card_default.csv' 40:ccdefaults = pd.read_csv(data_path, i dex_col='ID') [...]

"Machine learning is the science of getting computers to act without being explicitly programmed. It is seen as a subset of artificial intelligence."

#Machine learning #Credit Card Default #artificial intelligence

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