Develop a neural network for regression problem

A classic regression problem solved with supervised machine learning.

Ark Bike is a ride sharing platform where customers can rent bikes on an hourly or daily basis. The goal of this project is to use machine learning and regression and develop an effective model that can predict the number of bikes that will be needed in any given time period, using historical data. This data is highly correlated to environmental and seasonal settings like weather conditions, precipitation, day of week, season, hour of the day, etc. which can affect the rental behavior. I will be applying different regression techniques (multi-linear regression) using the existing libraries in python. This project would also discuss some of the hypothesis that could influence the demand of the bikes. The proposed system involves a multilayer perceptron network with a feed forward and a back-propagation learning algorithm to meet the necessary outcome. Training data will be used to train the model and test data will be used to the predict the outcome. The Significance of this project is to help the business which oversee such kind of an observation and this also helps the bike manufacturing companies to have an idea on the production of bikes over four different seasons in a year.

Skills: Python, Machine Learning (ML), Algorithm, Software Architecture, Deep Learning

See more: develop social network jsp, neural network matlab nntools, artificial neural network connect game application, neural network regression python sklearn, neural network predict continuous value, cnn regression, neural network linear regression python, neural network regression python, neural network regression pytorch, neural network regression tensorflow, neural network regression keras, neural network delphi, captcha neural network samples java code, create neural network matlab nntool, ocr neural network delphi, multilayer neural network, multilayer neural network matlab, neural network matlab regression code, matlab neural network regression, multilayer perceptron neural network matlab

About the Employer:
( 0 reviews ) Dayton, United States

Project ID: #26583745

37 freelancers are bidding on average ₹7977 for this job


My profile is as follows:- 4 years of experience in using statistical analysis,machine learning and artificial intelligence to solve complex problems - Proficient in R programming  , Python, SQL,Matlab ; Hands on expe More

₹12500 INR in 7 days
(60 Reviews)
(44 Reviews)

Note: This work is really matching with my experience and I have done a lot of projects like this. Please let me talk further through chat so we will move forward and I will give you a solution as you needed. Greetin More

₹7000 INR in 3 days
(70 Reviews)

Hi. I think that will be able to do this. Please provide more information and I will tell if sure. Regards.

₹10000 INR in 4 days
(37 Reviews)

Hi, i hope you are doing well. I have 5 years of experience in machine learning and python. You can check my account that I only do machine learning projects. I hope you will satisfy with my service.

₹12500 INR in 7 days
(40 Reviews)

Hi, nice to e-meet you. We have a team of experience Python, Django developers. We have developed a sophisticated trading platform ([login to view URL]) using Python, Django, PostGreSQL. Apart from this we have built a number More

₹7000 INR in 15 days
(19 Reviews)

I have years of experience in the field of data analysis, AI, and computer vision.I have the attitude and the passion to excel in this role.

₹7000 INR in 4 days
(10 Reviews)
(11 Reviews)

Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many More

₹30000 INR in 7 days
(7 Reviews)

Dear Client Warm Greetings, I have been Python Developer for 3+ years and have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementa More

₹11111 INR in 2 days
(7 Reviews)

Hello, I am a Data Scientist/Machine Learning Engineer who has research and work experience on these field.I have very good python skills and worked famous libraries of it.I worked on large data sets especially in bank More

₹2000 INR in 7 days
(8 Reviews)

hi i can get this job done for you in the required time. Would like to have a discussion with you. my github: [login to view URL] my kaggle account: [login to view URL]

₹9000 INR in 7 days
(1 Review)

I have developed similar kind of regression project using deep neural networks with tensorflow and pytorch as backend and can develop a similar architecture that can produce best results. I have 4+ years of expertise i More

₹1500 INR in 1 day
(4 Reviews)

Hi there, I have been working on Python and Machine Learning for the last two years. I have worked on A House Price Prediction Artificial Neural Network Model and many such projects. I have complete knowledge of Mult More

₹3000 INR in 4 days
(3 Reviews)

Hi, I have 9 years of exp in Machine learing and deep learning. Builts many regression/classification models using RNN, LSTM and CNN. I see that you need multivariate time series prediction, which I have doen using RNN More

₹10000 INR in 7 days
(1 Review)

Hi, I am having more than 5 years of experience in Python and Machine Learning with Engineering background (Electronics Engineering). I have done Masters in Machine Learning and Artificial Intelligence. I can guarantee More

₹4000 INR in 7 days
(3 Reviews)

Hi, My name is Philipe. I have 3 ++ years of experience in using Python. At the moment, I am doing my full-time research work in a field of Surrogate Modeling based on AI to reduce the expensive model generated by CFD More

₹7000 INR in 7 days
(1 Review)

Artificial intelligence is defined as the branch of science and technology that is concerned with the study of software and hardware to provide machines the ability to learn insights from data and the environment, and More

₹7000 INR in 7 days
(1 Review)

I can get the job done. I am a machine learning expert. I have Masters in Mathematics and Computing at IIT Kharagpur. Feel free to message me. I have worked with time series data and have applied ARIMA models for capt More

₹3000 INR in 7 days
(2 Reviews)

-------- Pro Math/Algorithm/ Machine Learning/AI Expert! -------- Hi, Dear Your project is very attracting my mind because I have rich experiences and high skills on this project. I have been completed many similar p More

₹12500 INR in 7 days
(0 Reviews)