Bank marketing data set analysis in python

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August undefined, 2024

WebThe Bank Marketing Data Set considered for this project is a small portion (10%) of the entire available data set. The data set has about 4119 rows of data with 19 features and 1 column of Class information. The main issues of the dataset are: Preprocessing required to fill unknown values in the dataset WebDec 8, 2024 · The data set used for this analysis belongs to a marketing campaign conducted by a Portuguese banking institution to determine whether or not clients would make a subscription to a term deposit. Thus, data was read using Pandas as shown below, surely importing relevant libraries namely NumPy, Matplotlib and Seaborn.

3.1 THE BANK MARKETING DATA SET Data Science …

WebSpecialist and consulting. - Data summarize and Forecast planning in strategy of business. - Data automate for calculation and develop concept in Forecasting and analysis. - Advanced formular and data structure. -Optimization processing time in Excel. -Optimization processing time in SQL. Software skill knowledge. Excel macro. WebAI/ML and Analytics Strategy consultant, worked in diverse geographies and possess 10+ years of experience across Banking and Financial Services Sector(product based, start-ups, investment bank and consulting) in analytics, insights and data strategy with a stronghold on data, statistics & BI technology with expertise in consumer and … top 10 school in bangalore

bank-marketing-analysis · GitHub Topics · GitHub

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 … WebBusiness Analyst, Business Intelligence, Data Analyst, Reporting and Product Manager with advanced Excel, Tableau, Power BI, SQL, Python and R proficiency. Passionate Business Intelligence and Data Analyst with 6+ years of progressive hands-on advanced analytical and technical expertise in e-commerce and fin-tech industry. Proven track record in data … WebJun 25, 2024 · 2. Using Pandas the data set i.e. bank.csv is loaded using the command shown below: A quick glance at the data set set reveals that there are 17 columns in … top 10 school in ahmedabad

Exploratory Data Analysis (EDA): Python - Towards Data Science

Data Driven Approach to Predict Success of Bank- Marketing

WebThere are four datasets: 1) bank-additional-full.csv with all examples (41188) and 20 inputs, ordered by date (from May 2008 to November 2010), very close to the data analyzed in … WebApr 1, 2024 · About this file. This is the classic marketing bank dataset uploaded originally in the UCI Machine Learning Repository. The dataset gives information about a marketing campaign of a financial ... top 10 school in bangarmau unnaoWebAug 21, 2024 · EDA in Python uses data visualization to draw meaningful patterns and insights. It also involves the preparation of data sets for analysis by removing irregularities in the data. Based on the results of EDA, companies also make business decisions, which can have repercussions later. top 10 school districts in usa

"WebDec 23, 2024 · About the Dataset: As mentioned above, the dataset consists of direct marketing campaigns data of a banking institution. The dataset was picked from UCI … " - Bank marketing data set analysis in python

Bank marketing data set analysis in python

Banking marketing data set — Exploratory Data Analysis in Python

WebDec 10, 2024 · Python jinudaniel / bank-marketing-analysis Star 7 Code Issues Pull requests Use of machine learning to predict whether a customer would subscribe to a … WebAn experienced digital professional, I have spent the last 15 years developing my skills as a paid media and digital performance manager working across an array of marketing tech-stacks and brands including; Toyota, Coca-Cola, Stockland, Nike, UBER, OzLotteries, Tourism Australia, Westfield, Audible, National Broadband Network, …

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WebJun 20, 2024 · Analysis of Bank Marketing Dataset By using Support Vector Machine (SVM) Analysis to predict if the client will subscribe a term deposit… Use case: The … 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 …

WebDec 8, 2024 · Banking marketing data set — Exploratory Data Analysis in Python Design with Random image from Internet Before we dive into code, let’s see what exploratory … WebExplore and run machine learning code with Kaggle Notebooks Using data from Portuguese Bank Marketing Data Set . Explore and run machine learning code with Kaggle Notebooks Using data from Portuguese Bank Marketing Data Set ... 【ML Project】Bank Telemarketing Analysis Python · Portuguese Bank Marketing Data Set 【ML Project …

WebBank Marketing Analysis Python · Bank Marketing Dataset Bank Marketing Analysis Notebook Input Output Logs Comments (28) Run 21.7 s history Version 1 of 1 License … WebThe main feature of interest in the data set is the Loan Amount and the aim of the analysis was to confirm the factors in the dataset that have an influence on the loan amount. Data wrangling was done on select columns of interest using Python and Pandas and a new dataframe was created for analysis and visualization.

WebThe Bank Marketing Data Set considered for this project is a small portion (10%) of the entire available data set. The data set has about 4119 rows of data with 19 features and …

WebExplore and run machine learning code with Kaggle Notebooks Using data from Bank marketing campaigns dataset Opening Deposit Bank marketing campaigns dataset analysis Kaggle code pickering wayside real estateWebThe data relate to a phone‐based direct marketing campaign conducted by a bank in Portugal. The bank was interested in whether or not the contacts would subscribe to a term deposit account with the bank. The bank_marketing_training data set contains 26,874 records, while bank_marketing_test contains 10,255 records. Unlock full access. top 10 school in chennaiWebApr 11, 2024 · From the above plot we can observe that our dataset is highly imbalanced. Majority of the data points belong to no class. Ratio of No class to yes class is 8:1. top 10 school in jhansiWeb3.1 the bank marketing data set We will illustrate how to perform the first two phases of the Data Science Methodology using the bank_marketing_training and … top 10 school in chinaWebAug 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 … top 10 school in lucknowWebData analyst with 7 years of data analysis and 2 years of the machine learning experience. Currently, I am a consultant to help clients (commercial banks) to analyze marketing strategy, recognize ... top 10 school in jamshedpurWebMastering skills in Python, SQL, data analysis, data visualization, hypothesis testing, and machine learning. Capstone Projects: “Bank Marketing Campaign for Term Deposits of Portuguese Bank” pickering waste disposal site