Publications by Kayla Jasmine
LBB - Regression Model
Make a Model About The Change of Admit Prediction of The University Using Linear Regression Make a Model About The Change of Admit Prediction of The University Using Linear Regression Intro Data Preparation Load the data Data description Cleaning the data Check Missing Value Exploratory Data Analysis Modeling Cross Validation Make a model us...
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Data-Visualization (Aids In Indonesia)
Data Visualization About The Increase in HIV And AIDS in Indonesia Data Visualization About The Increase in HIV And AIDS in Indonesia Setup Library Background Cleaning The Data Insert The Data Column Description: Change Year column to Integer type Check the Data, After change data type. Let’s wrangling the data so we can visualize them Stud...
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LBB - Classification (Logistic Regression)
Predicted Ratio of Financial Loans to the Public Predicted Ratio of Financial Loans to the Public Intro Problem Description Logistic Regression Data Import Description Data : Cleaning the data EDA Pre-Processing Data Cross Validation Modelling Prediction Confusion Matrix. Model Interpretation KNN (K-Nearest Neighbour) Spliting Data Predict...
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LBB-Time Series
Predicting Temperature Time Using Time Series and Forecasting Predicting Temperature Time Using Time Series and Forecasting Intro Behind The Scenes Library & Setup Load Data & Read Data Cleaning The Data EDA (Exploratory Data Analysis) Check Missing Value Basic Time Series Decompse data time series Modelling The Time Series Cross Validat...
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lbb-unsupervised learning
Clustering & PCA Clustering & PCA Intro What We’ll Do Import Data Read Data Data Description Data Wrangling Cleaning The Data Exploratory Data Analysis Dimensionality Reduction Opportunity Data Pre-Processing UL:Clustering Result K-Means Cluster Profiling UL PCA Kayla Jasmine June, 14 2021 Intro What We’ll Do Song is an art com...
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Using Social Network Analyze to Examine NFT Tweet Interactions - SNA
Load The Library What Does The Meaning of SNA ? What’s The Main Object That I Want To Cover Up ? Exploratory Data Analysis Data Cleansing Centrality Measurement Graph Visualization Using Social Network Analyze to Examine NFT Tweet Interactions - SNA Kayla Jasmine 1/19/2022 Load The Library # basic library(tidyverse) ## -- Attaching pack...
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NLP With Alexa Reviews
Finding Out Negative and Positive Review on Alexa Reviews - NLP - Finding Out Negative and Positive Review on Alexa Reviews - NLP - Natural Langugage Processing Load The Libraries Data Description Easy Read The Data Checking NA Rename Column Selecting Main Variable Preprocessing Data Medium Tokenization Stem Stop words Hard Find most commo...
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