Find Jobs
Hire Freelancers

Capstone Project

₹12500-37500 INR

Cerrado
Publicado hace más de 2 años

₹12500-37500 INR

Pagado a la entrega
A) Data Manipulation: a. Extract the 5th column & store it in ‘customer_5’ b. Extract the 15th column & store it in ‘customer_15’ c. Extract all the male senior citizens whose Payment Method is Electronic check & store the result in ‘senior_male_electronic’ d. Extract all those customers whose tenure is greater than 70 months or their Monthly charges is more than 100$ & store the result in ‘customer_total_tenure’ e. Extract all the customers whose Contract is of two years, payment method is Mailed check & the value of Churn is ‘Yes’ & store the result in ‘two_mail_yes’ f. Extract 333 random records from the customer_churn dataframe & store the result in ‘customer_333’ g. Get the count of different levels from the ‘Churn’ column B) Data Visualization: a. Build a bar-plot for the ’InternetService’ column: i. Set x-axis label to ‘Categories of Internet Service’ ii. Set y-axis label to ‘Count of Categories’ iii. Set the title of plot to be ‘Distribution of Internet Service’ iv. Set the color of the bars to be ‘orange’ b. Build a histogram for the ‘tenure’ column: i. Set the number of bins to be 30 ii. Set the color of the bins to be ‘green’ iii. Assign the title ‘Distribution of tenure’ c. Build a scatter-plot between ‘MonthlyCharges’ & ‘tenure’. Map ‘MonthlyCharges’ to the y-axis & ‘tenure’ to the ‘x-axis’: i. Assign the points a color of ‘brown’ ii. Set the x-axis label to ‘Tenure of customer’ iii. Set the y-axis label to ‘Monthly Charges of customer’ iv. Set the title to ‘Tenure vs Monthly Charges’ d. Build a box-plot between ‘tenure’ & ‘Contract’. Map ‘tenure’ on the y-axis & ‘Contract’ on the x-axis. C) Linear Regression: a. Build a simple linear model where dependent variable is ‘MonthlyCharges’ and independent variable is ‘tenure’ i. Divide the dataset into train and test sets in 70:30 ratio. ii. Build the model on train set and predict the values on test set iii. After predicting the values, find the root mean square error iv. Find out the error in prediction & store the result in ‘error’ v. Find the root mean square error D) Logistic Regression: a. Build a simple logistic regression model where dependent variable is ‘Churn’ & independent variable is ‘MonthlyCharges’ i. Divide the dataset in 65:35 ratio ii. Build the model on train set and predict the values on test set iii. Build the confusion matrix and get the accuracy score b. Build a multiple logistic regression model where dependent variable is ‘Churn’ & independent variables are ‘tenure’ & ‘MonthlyCharges’ i. Divide the dataset in 80:20 ratio ii. Build the model on train set and predict the values on test set iii. Build the confusion matrix and get the accuracy score E) Decision Tree: a. Build a decision tree model where dependent variable is ‘Churn’ & independent variable is ‘tenure’ i. Divide the dataset in 80:20 ratio ii. Build the model on train set and predict the values on test set iii. Build the confusion matrix and calculate the accuracy F) Random Forest: a. Build a Random Forest model where dependent variable is ‘Churn’ & independent variables are ‘tenure’ and ‘MonthlyCharges’ i. Divide the dataset in 70:30 ratio ii. Build the model on train set and predict the values on test set iii. Build the confusion matrix and calculate the accuracy
ID del proyecto: 31898304

Información sobre el proyecto

17 propuestas
Proyecto remoto
Activo hace 2 años

¿Buscas ganar dinero?

Beneficios de presentar ofertas en Freelancer

Fija tu plazo y presupuesto
Cobra por tu trabajo
Describe tu propuesta
Es gratis registrarse y presentar ofertas en los trabajos
17 freelancers están ofertando un promedio de ₹23.059 INR por este trabajo
Avatar del usuario
Hi, Hope you are doing well. I have over 6 years of rich experience in data science and machine learning. I have worked hands on in Python with different datasets for data wrangling, data manipulation, data analysis etc. I have worked on several kinds of ML techniques like regression, classification and clustering. I understand your problem completely. Since I have worked on such problems in the past, I am sure I would be able to deliver your work. Looking forward to work with you
₹20.000 INR en 3 días
5,0 (16 comentarios)
4,8
4,8
Avatar del usuario
Hey there! I have 5+ years of experience in python, machine learning can help you with it. Please message me so we can discuss it thanks
₹20.000 INR en 1 día
5,0 (13 comentarios)
4,1
4,1
Avatar del usuario
Hi, I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, I absolutely can do your project as you like. Please contact me to discuss more. Have a nice day
₹25.000 INR en 7 días
5,0 (10 comentarios)
4,0
4,0
Avatar del usuario
Hi Good Day! I have gone through your requirement. I have 4 years of experience in Data Science. I can work on your project and complete it ASAP with highest quality. Please let me know if you are intrested.
₹20.000 INR en 2 días
4,4 (1 comentario)
2,2
2,2
Avatar del usuario
MACHINE LEARING EXPERT EXPERT IN JAVASCRIPT, HTML5, CSS C, C++, PYTHON, JAVA AND PHP, BOT MAKING AND SCRIPTING, AUTOMATION,DATA SCIENCE, AI PHD DEGREE IN SOFWARE ENGINEERING AND ARCHITECTURE. HELLO DEAR CLIENT! Thank you for sharing your project details, after carefully reading them I can absolutely confirm that, I can do your project to perfection. I would like to work in hand with you to make your project a success. Please consider me by clicking on the CHAT button for clarification and provision of more details. I will work to your satisfaction by providing the best quality and communicate throughout the project.
₹37.000 INR en 7 días
1,0 (1 comentario)
2,7
2,7
Avatar del usuario
I am an engineer, I studied mathematics and I did a lot of projects using python. Also I am passionate about problem solving and coding which encourage me to work on this project.
₹37.500 INR en 7 días
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Hello Hope you are doing well! It's my pleasure to review your project requirement, I am more happy to help you to complete your project scope. I have 5+ years of strong experience as Python Developer. I have expertise with Python, AI, ML, Tensorflow, NLP, Deep Learning and Data Science. Regards, Naresh Kumar
₹35.000 INR en 4 días
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Hi, I'm a machine learning engineer from europe. I've analysed a lot of dataset like that. We can do it in a while! Hear you soon. Bye Vi
₹12.500 INR en 1 día
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Hello, I have fully taken time to go through analytical requirements and I have understand clearly what is expected. I am good in python as well as machine learning approaches. I have confident and time to work on this project. I am detail oriented with analytical mindset. I have accomplished similar project during my MSC. Data Analytics studies. Therefore expect nothing but the best if you hire this brain.
₹35.000 INR en 7 días
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Hello ! This was amazing file to make such data analysis job ! I am humble to inform you that this job is quite easy for me. Offering this job to me would not a bad choice for you and you would always get me supportive. Since, I have no experience in this website, I will do this job for a negotiable payment. Hope, you would not lose.
₹12.500 INR en 1 día
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Dear Sir, I have read the description of your project and I am very much interested to take this opportunity and work on this model. I am expert in machine learning projects and I will be waiting for your response. Thank you. Regards, Swapnil Khandke
₹12.500 INR en 2 días
0,0 (0 comentarios)
0,0
0,0

Sobre este cliente

Bandera de INDIA
Hyderabad, India
0,0
0
Miembro desde oct 23, 2021

Verificación del cliente

¡Gracias! Te hemos enviado un enlace para reclamar tu crédito gratuito.
Algo salió mal al enviar tu correo electrónico. Por favor, intenta de nuevo.
Usuarios registrados Total de empleos publicados
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Cargando visualización previa
Permiso concedido para Geolocalización.
Tu sesión de acceso ha expirado y has sido desconectado. Por favor, inica sesión nuevamente.