Bank marketing campaigns dataset analysis

Author: ahbg

August undefined, 2024

WebJun 26, 2024 · exploratory data analysis The machine learning algorithm can’t train a dataset with missing values, so we have to check for missing values and if any, we treat them using different method based ...

bank-marketing-analysis · GitHub Topics · GitHub

WebAccess Bank Plc. Sep 2024 - Present5 years 8 months. Lagos, Nigeria. Achievements: • Played an integral role in the Access Bank and Diamond Bank merger to create the largest retail bank in Africa with over 40million customers. • Developed campaigns to amplify events such as Access Bank Lagos City Marathon across various owned and paid media ... WebApr 16, 2024 · 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. The marketing campaigns … port of galveston south lot

melunaich/Bank-marketing-campaigns-analysis - Github

WebApr 22, 2024 · Bank-Marketing-Analysis. Analyzed the prior marketing campaigns of a Portuguese Bank using various ML techniques like Logistic Regression, Random Forests,Decision Trees, Gradient Boosting and AdaBoost and predicted if the user will buy the Bank’s term deposit or not ... For More Information regarding dataset used, refer … WebDataset Information: The data is related to the direct marketing campaigns of a Portuguese banking institution. 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 ('yes') or not ('no') subscribed. There are four … WebApr 4, 2024 · Key outcomes of the analysis are the recommendations for future marketing campaigns: The customer's account balance has a huge influence on the campaign's outcome. People with account balance above 1490$ are more likely to subscribe for term deposit, so future address those customers. The customer's age affects campaign … iron fasting lab

Visualization and Analysis in Bank Direct Marketing

ssslideshare.com

WebThe data is related with direct marketing campaigns of a Portuguese banking institution. 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 ('yes') or not ('no') subscribed. The dataset is from kaggle and there is the ... WebHow can the financial institution have a greater effectiveness for future marketing campaigns? In order to answer this, we have to analyze the last marketing campaign … port of galveston terminal scheduleWebDec 23, 2024 · Machine Learning Case Study: A data-driven approach to predict the success of bank telemarketing by Sukanta Roy Towards Data Science 500 Apologies, … iron faster with 2x more steam magyarul

"WebDec 8, 2024 · This contextual analysis is enlivened by this paper where the specialists have utilized a very much like dataset like the one. we will use all through this contextual analysis for deciding the achievement of Bank Telemarketing. DATA COLLECTION. As referenced above, the dataset comprises direct marketing campaign information of a … " - Bank marketing campaigns dataset analysis

Bank marketing campaigns dataset analysis

Visualization and Analysis in Bank Direct Marketing Prediction

Webbank direct marketing is to increase the response rates of direct promotion campaigns. Available bank direct marketing analysis datasets have been actively investigated. … WebMay 11, 2024 · 4. bank.csv with 10% of the examples and 17 inputs, randomly selected from 3 (older version of this dataset with fewer inputs). The smallest datasets are provided to test more computationally ...

Did you know?

WebSep 18, 2024 · The results revealed that the ML Apache Spark package is more precise and accurate than the MLlib package. A dataset was used to forecast how customers would react to a bank's offer [10].The ... WebJun 25, 2024 · The data set contains data about a marketing campaign conducted by a Portuguese banking institution to determine if clients would subscribe to a term deposit. …

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 … WebOur Environmental Business Initiative will deploy and mobilize $1 trillion by 2030 to accelerate the transition to a low-carbon, sustainable economy, as part of a broader …

WebAug 23, 2024 · Exploratory Data Analysis — Gonçalo Guimarães Gomes About the project. The dataset stores information — 2008 to 2015 — of a marketing sales operation (telemarketing) implemented by a Portuguese bank’s marketing team to attract customers to subscribe term deposits, classifying the results as ‘yes’ and ‘no’ into a binary … WebI am an adept Data Scientist with result-driven, Fortune 500 experience. I have strong general qualifications in strategic data analysis, SQL, …

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 ...

WebExplore current and historic federal campaign finance data on the new fec.gov. Look at totals and trends, and see how candidates and committees raise and spend money. … port of galveston terminal 10WebDec 10, 2024 · 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. The marketing campaigns … port of galveston terminal mapWebExplore and run machine learning code with Kaggle Notebooks Using data from Bank marketing campaigns dataset Opening Deposit Bank marketing campaigns dataset … iron fastingWebApr 1, 2024 · This is the classic marketing bank dataset uploaded originally in the UCI Machine Learning Repository. The dataset gives information about a marketing … port of galveston terminal 2WebIn 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 ... port of galveston terminal 3WebMar 17, 2024 · (PDF) Data Analysis of a Portuguese Marketing Campaign using Bank Marketing data Set Home Political Communication Campaigns Data Analysis of a … port of galveston terminalsWebAug 23, 2024 · Exploratory Data Analysis — Gonçalo Guimarães Gomes About the project. The dataset stores information — 2008 to 2015 — of a marketing sales operation … iron fate band