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Bank campaign dataset

WebApr 12, 2024 · The aim of this projects is to explain how machine learning can help in a bank marketing campaign.The goal of our classifier is to predict using the logistic regression … WebIn this notebook we will use the Bank Marketing Dataset from Kaggle to build a model to predict whether someone is going to make a deposit or not depending on some attributes. We wiill try to build 4 models using different algorithm Decision Tree, Random Forest, Naive Bayes, and K-Nearest Neighbors. ... campaign: number of contacts performed ...

akhil12028/Bank-Marketing-data-set-analysis - Github

WebBigML.com's datasets gallery is the best place to explore, ... Bank marketing campaign czuriaga. ... Bank Marketing Data Set at UCI Machine Learning Repository. 287.2 KB 17 fields / 4521 instances 1161; FREE BUY LoanStats' dataset bigml. Data on loan delinquency for loans given by LendingClub.com based on about 50000 loans. ... WebAug 23, 2024 · Exploratory Data Analysis — Gonçalo Guimarães Gomes About the project. The dataset stores information — 2008 to 2015 — of a marketing sales operation … texas med clinic alamo ranch https://denisekaiiboutique.com

Campaign finance data FEC

WebJan 26, 2024 · This is data-set that describe Portugal bank marketing campaigns results. Conducted campaigns were based mostly on direct phone calls, offering bank's clients to place a term deposit. If after all ... WebNov 27, 2024 · The bank conducted a telemarketing campaign for one of its financial products ‘Term Deposits’ to help foster long-term relationships with existing customers. The dataset contains information about all the customers who were contacted during a particular year to open term deposit accounts. WebBank marketing campaigns dataset analysis. Notebook. Input. Output. Logs. Comments (3) Run. 1069.5s. history Version 6 of 6. License. This Notebook has been released under … texas med clinic 410 ingram san antonio

Machine Learning Case Study: A data-driven approach to predict the

Category:Bank campaign data analysis. Analysis of an organisation’s data …

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Bank campaign dataset

Harleen Chawla - Operations Consultant - Bank of America

WebMar 6, 2024 · The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the bank term deposit would be subscribed or not subscribed. There are two datasets: train.csv with all examples (32950) and 21 inputs including the target feature, ordered by date (from May 2008 to November … WebOct 21, 2024 · It is a dataset that describing Portugal bank marketing campaigns results. Conducted campaigns were based mostly on direct phone calls, offering bank client to …

Bank campaign dataset

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WebI keep all the social and economic context attributes and bank client data info attributes as featrures. The output varialble y (whether the client subscribed a term deposit) is the label for each observation.

WebDec 10, 2024 · nickr007 / Bank-Marketing. Marketing refers to activities undertaken by a company to promote the buying or selling of a product or service. Marketing includes advertising, selling, and delivering products to consumers or other businesses. Our data is related with direct marketing campaigns of a Portuguese banking institution. WebJul 26, 2024 · The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be (or not) subscribed. There are two datasets: 1) bank-full.csv with all examples, ordered by date (from May 2008 to November 2010).

WebDec 15, 2024 · Deal Banking Marketing Campaign Dataset With Machine Learning In this blog, we will use data related to marketing campaigns (phone calls) of a Portuguese … WebContext. Find the best strategies to improve for the next marketing campaign. How can the financial institution have a greater effectiveness for future marketing campaigns? In order …

WebJul 13, 2024 · For my project I chose famous dataset ‘Bank Marketing’ from UCI Machine Learning Repository. The aim of this project is to predict whether customer is subscribing bank deposit or no by applying several machine learning classification models. ... 12 — campaign: number of contacts performed during this campaign and for this client …

Webdifferent classification tasks on a direct marketing campaign. The data set, which contains 4521 instances and 17 features that including an output class, originates from a Portuguese banking institution. The goal is to predict whether a client will subscribe to a term deposit. The data set is highly imbalanced. texas med clinic blue cross blue shieldWebJan 29, 2024 · Bank marketing dataset analysis Importing Libraries Read Train Data Read Test Data Preprocessing the data Checking for null values Data Visualization Checking for outliers using boxplots Removing outliers Dropping less meaningful columns Splitting into train and test data Building different Models and validating using 10 fold cross validation ... texas med clinic covid testing appointmentWebService Delivery Consultant. Bank of America. Aug 2024 - Jun 202411 months. Charlotte, North Carolina, United States. As part of the bank’s Global Technology and Operations … texas med clinic broadwayWebLook up campaign finance reports for candidates and committees across North Carolina. Reporting Schedules . Find out when committees must file campaign finance reports. … texas med clinic bulverdeWebDec 23, 2024 · As mentioned above, the dataset consists of direct marketing campaigns data of a banking institution. The dataset was picked from UCI Machine Learning … texas med clinic austin texasWebYour target is to do end to end EDA on this bank telemarketing campaign data set to infer knowledge that where bank has to put more effort to improve it's ... married blue-collar,secondary ye 45212 45211 37.0 120000 2971 married entrepreneur,secondary ye 45213 rows × 19 columns #read the data set of "bank telemarketing campaign" in inp0. … texas med clinic covid vaccineWebBank Marketing Data Set. Download: Data Folder, Data Set Description. Abstract: The data is related with direct marketing campaigns (phone calls) of a Portuguese banking … texas med clinic bulverde texas