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Avarjana Panditha
Avarjana Panditha

34 Followers

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Nov 30, 2022

Predict the Sales Volume of the Google Stock Price using RNN with LSTM

The dataset includes a daily summary of Google Stock Prices, between 2012 and 2016. Source: https://www.kaggle.com/akram24/google-stock-price-train Dataset has 6 columns Date, Open, Close, High, Low and Volume. We are going to do a time series analysis using RNN and LSTM to predict the volume. For the complete source code (Python Notebook): Source Code Line up Preprocessing data Identify correlations in the…

Machine Learning

4 min read

Predict the Sales Volume of the Google Stock Price using RNN with LSTM
Predict the Sales Volume of the Google Stock Price using RNN with LSTM
Machine Learning

4 min read


Sep 8, 2022

Apparent temperature prediction for weather history dataset

The dataset includes an hourly/daily summary for Szeged, Hungary area, between 2006 and 2016. Source: https://www.kaggle.com/budincsevity/szeged-weather Data available in the hourly response: time: Date and Time of the data collected summary: Summary as a sentence precipType: Rain or Snow (Categorical) temperature: Temperature in C (Numerical) apparentTemperature: Apperant temperature in C…

Linear Regression

7 min read

Apparent temperature prediction for weather history dataset
Apparent temperature prediction for weather history dataset
Linear Regression

7 min read


Sep 1, 2022

Bank Marketing Dataset — MLP Classification

The data is related to direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe to a term deposit (variable y). Summarized details on the dataset are as follow Data Set Characteristics: Multivariate Attribute Characteristics: Real Number of Instances…

Machine Learning

8 min read

Bank Marketing Dataset — MLP Classification
Bank Marketing Dataset — MLP Classification
Machine Learning

8 min read


Jul 31, 2022

Analyse WSO2 Identity Server event logs with ELK (Part 2)

WSO2 Identity Server (IS) provides various ways to access their events through their event publishers. Apart from the existing WSO2 IS Analytics Solution, users can create their own analytic solutions using those event publishers offered by WSO2 IS. …

Wso 2 Is

5 min read

Analyse WSO2 Identity Server event logs with ELK (Part 2)
Analyse WSO2 Identity Server event logs with ELK (Part 2)
Wso 2 Is

5 min read


Jul 31, 2022

Google app password for Kibana email connector

Trying to test your email alerting connector with a Gmail account and came across this message? To help keep your account secure, from May 30, 2022, ​​Google no longer supports the use of third-party apps or devices which ask you to sign in to your Google Account using only your…

Kibana

3 min read

Google app password for Kibana email connector
Google app password for Kibana email connector
Kibana

3 min read


Jun 15, 2022

Create a cool navigation bar for Kibana dashboard

Having a simple navigation bar inside the dashboard when you have multiple dashboards or when you’re going to provide a solution for a rookie Kibana user will help a lot. I have tried the traditional way of creating a navigation bar using simple markdown text.

Kibana

3 min read

Create a cool navigation bar for Kibana dashboard
Create a cool navigation bar for Kibana dashboard
Kibana

3 min read


Jun 6, 2022

WSO2 IS + ELK Analytics — log masking with Filebeat

Privacy and data protection is a serious topic for discussion. Log files are no exception when it comes to protection. WSO2 Identity Server supports log masking to protect any sensitive data from exposing. …

Wso 2

2 min read

WSO2 IS + ELK Analytics — log masking with Filebeat
WSO2 IS + ELK Analytics — log masking with Filebeat
Wso 2

2 min read


Jun 6, 2022

Analyse WSO2 Identity Server event logs with ELK (Part 1)

WSO2 Identity Server (IS) provides various ways to access their events through their event publishers. Apart from the existing WSO2 IS Analytics Solution, users can create their own analytic solutions using those event publishers offered by WSO2 IS. …

Wso 2 Is

3 min read

Analyse WSO2 Identity Server event logs with ELK (Part 1)
Analyse WSO2 Identity Server event logs with ELK (Part 1)
Wso 2 Is

3 min read


Apr 1, 2022

ELK (Elastic) Stack Single Sign-On (SSO) with WSO2 Identity Server via OIDC

I’m mainly focusing on WSO2 Identity Server 6.0/5.11 and ELK version 8.X but I will mention the changes to support other combinations as well. To follow this guide, you need to have the following, Up and running Kibana 8.X (http://localhost:5601) and Elasticsearch 8.X (http://localhost:9200) WSO2 Identity Server (6.0 or 5.11) …

Wso 2

4 min read

ELK (Elastic) Stack Single Sign-On (SSO) with WSO2 Identity Server via OIDC
ELK (Elastic) Stack Single Sign-On (SSO) with WSO2 Identity Server via OIDC
Wso 2

4 min read


Mar 22, 2022

Creating Complex “Transforms” in ELK (Elastic) Stack for WSO2 Identity Server Events

Keep reading, if you are done with the default Kibana interface to create a complex Transform with pivot configuration. If you have already tried out the ELK integration of WSO2 Identity Server (IS) analytics, then you might find this article also useful for creating alerts in elastic stack. The interface…

Elk Stack

5 min read

Creating Complex “Transforms” in ELK (Elastic) Stack for WSO2 Identity Server Events
Creating Complex “Transforms” in ELK (Elastic) Stack for WSO2 Identity Server Events
Elk Stack

5 min read

Avarjana Panditha

Avarjana Panditha

34 Followers

Software Engineer | WSO2

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