Python notebook project (ML)

The dataset contains data on customers. The data include customer demographic information , the customer's relationship with the shop and the customer response to the last campaign. Run models to answer various questions

Data Description:

The dataset contains data on 5000 customers. The data include customer demographic information (age, income, etc.), the customer's relationship with the bank (mortgage, securities account, etc.), and the customer response to the last personal loan campaign (Personal Loan). Among these 5000 customers, only 480 (= 9.6%) accepted the personal loan that was offered to them in the earlier campaign.


This case is about a bank (Thera Bank) whose management wants to explore ways of converting its liability customers to personal loan customers (while retaining them as depositors). A campaign that the bank ran last year for liability customers showed a healthy conversion rate of over 9% success. This has encouraged the retail marketing department to devise campaigns with better target marketing to increase the success ratio with a minimal budget.

Attribute Information:

ID: Customer ID

Age: Customer's age in completed years

Experience: #years of professional experience

Income: Annual income of the customer ($000)

ZIP Code: Home Address ZIP

Family: Family size of the customer

CCAvg: Avg. spending on credit cards per month ($000)

Education: Education Level. 1: Undergrad; 2: Graduate; 3: Advanced/Professional

Mortgage: Value of house mortgage if any. ($000)

Personal Loan: Did this customer accept the personal loan offered in the last campaign?

Securities Account: Does the customer have a securities account with the bank?

CD Account: Does the customer have a certificate of deposit (CD) account with the bank?

Online: Does the customer use internet banking facilities?

Credit card: Does the customer use a credit card issued by the bank?

Taidot: Python, Machine Learning (ML), Keinoäly, Algoritmi, Ohjelmointi

Näytä lisää: python java project responsibilities, google python outsourcing project, cover notebook project free, python twisted project, python small project, project pmb eat healthy food, python bid project, python biiding project, python programmer project, python programminghorseracing project, python timework project, python program project, python app project management, python development project, python flask project, flask python example project

Tietoa työnantajasta:
( 7 arvostelua ) Nuremberg, United States

Projektin tunnus: #29418176

Myönnetty käyttäjälle:


Hello Sir/Madam, I am a highly experienced and skilled Computer engineer. I have 9 years of experience in the navy as a network and information security officer. Also i have experience as a freelancer. I have Master Lisää

$100 USD 7 päivässä
(4 Arvostelua)

27 freelanceria on tarjonnut keskimäärin $149 tähän työhön

(48 arvostelua)

Hi, Greetings! ✅ I have checked and gone through the project details and I am very skilled in it. ✅Completed Time: In project deadline We have worked on 640 + Projects. I have 6 + years of the experience in sam Lisää

$220 USD 4 päivässä
(72 arvostelua)
(55 arvostelua)

What this model will exactly Predict here? I have understood the Data description and can easily build you ML model using Jupyter Notebook. If you are interested then message me. Best Regards Trinnovation Incorporate

$200 USD 999 päivässä
(33 arvostelua)
(40 arvostelua)
(91 arvostelua)

Hi, I am Ibrahim, and I am a data scientist, I can help you with python and its analysis, please share more info. Regards, Ibrahim Anjum

$30 USD 3 päivässä
(54 arvostelua)

Dear Client! I've read your all description carefully and understood your requirement, so i think i can do your project perfectly. Your project is very wonderful. I have good experience in this field. So far, I have ac Lisää

$140 USD 3 päivässä
(30 arvostelua)

Hello, I am Python and Machine Learning expert. I see these are instructions from a Kaggle competition. I guess you are looking for some unsupervised learning on your customer data? Best Regards, Borut

$200 USD 7 päivässä
(12 arvostelua)

Hi I read your project very carefully and I think it is an exciting project and I love to work on this project. I represent a team of developers. we have 3+ years of experience in development. We have been working wi Lisää

$222 USD 10 päivässä
(4 arvostelua)

I have been already been working on Machine Learning and Deep Learning Developer for the past 4 years, plus I am a Master's student, so won't charge you much compared to other developers. The quality of work will be s Lisää

$200 USD 5 päivässä
(6 arvostelua)

Hi, how are you? I am a data scientist with more than 6 years of experience, I have done several projects similar to yours. I am specialized in the following technologies: Python / Spark / Hadoop / TensorFlow / Lisää

$167 USD 10 päivässä
(4 arvostelua)

Hi, I am a machine learning engineer and a data analyst and have many experiences in different machine learning methods such as supervised learning, unsupervised learning, reinforcement learning, genetic algorithm, con Lisää

$250 USD 7 päivässä
(9 arvostelua)

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 manipulations, exploratory Lisää

$189 USD 5 päivässä
(4 arvostelua)

I am PhD scholar of computer science and professional ML and AI developer. plz provide me dataset and so that I check and develop models as per your mentioned details

$56 USD 1 päivässä
(18 arvostelua)

Hola! I can help you with this ML notebook project in the minimum price. I am a specialist in computer science & information security. I have experience of more than 10 years and 100s of projects. Please ping me for a Lisää

$75 USD 1 päivässä
(6 arvostelua)

Hi I am a Certified Python Expert. I have good experience dealing with python. I'm sure I will complete your project. Let's discuss a few points. I'll not disappoint you

$250 USD 15 päivässä
(6 arvostelua)

Hey [login to view URL] you in good health. I have read your project description ,I can work on it I am expertise in Python, C#,SQL,.NET,Full Stack Web Development,Unity3d,HTML,CSS,Blender,Android,Logo Design,Banners etc You Lisää

$100 USD 1 päivässä
(1 arvostelu)

Hi, Greetings from team Vokation. We are contacting you in regard to your recent post for a need of an expert that can work on a machine learning project. We are having our website as [login to view URL] Here you will find pr Lisää

$35 USD 2 päivässä
(1 arvostelu)

Hi, I am intrested with your project. I would like to discuss it with details. Hope to hear you soon

$80 USD 1 päivässä
(2 arvostelua)