Develop a neural network for regression problem

₹1500-12500 INR

Closed

Posted

almost 4 years ago

₹1500-12500 INR

Paid on delivery

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.

Python

Machine Learning (ML)

Algorithm

Software Architecture

Deep Learning

Project ID: 26583745

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28 proposals

Remote project

Active 4 yrs ago

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28 freelancers are bidding on average ₹8,093 INR for this job

@HamzaBashirr

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.

₹12,500 INR in 7 days

4.9

(113 reviews)

6.2

@mza5ab8dc9be9a8c

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. Greetings! Welcome to DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE Developer by using Python! I hope you are doing good. Well, regarding this project, I have extensive 8+ years of experience in DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE projects using Python. I will work in an efficient and correct way. Give me work, I will surely complete work within the required time. I have been working for the following field related projects: Classification Regression Clustering Dimensionality Reduction Prediction Recognition Time Series Forecasting Recommender Systems Sentiment Analysis NLP(Natural Language Processing) Big Data Visualisation Data Mining Data Scraping Data Analysis Data warehousing Data Modelling So on . . . As I did MSCS (18 years of education in computer science) and Ph.D. student, I can do your project in a smart way. As you can see in my profile, I have been worked for different projects and got a response from employers by getting awesome feedback. Thanks for your response!

₹7,000 INR in 3 days

4.8

(85 reviews)

6.2

@VolKa

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

₹10,000 INR in 4 days

4.9

(47 reviews)

5.6

@kazemmojtama

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 experience practical and theoretical in implementation different algorithms (such as: heuristic optimization, fuzzy logic, neural network, deep learning and machine learning fields). I have read your project description and I can help you. Please send me the details of your project. Thanks for attention

₹30,000 INR in 7 days

5.0

(14 reviews)

4.7

@SourabhJha007

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 in developing and deploying machine learning and deep learning models.

₹1,500 INR in 1 day

5.0

(7 reviews)

3.8

@m7madtamer

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.

₹7,000 INR in 4 days

5.0

(10 reviews)

3.9

@Rajat6905

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 implementations . Expertise in Classification, Regression Clustering, Detection, CNN, ANN using Neural Networks, Random Forest, Gradient Boosting, Logistic Regression, K-Means and several other Algorithms. Hands on implementation with libraries like Tensorflow, Keras, Pandas, OpenCV etc. The budget is just a placeholder will be finalized once the requirements will be clear. I'm available for a discussion from 8:00 AM to 10:00 PM IST (GMT+5:30). However, you can let me know the time that works best for you so that I can plan accordingly. Looking forward to work with you. Rajat

₹11,111 INR in 2 days

5.0

(9 reviews)

3.8

@boss117

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 industry which is not clean data and used preprocessing to clean data.I worked projects such as credit scoring,churn prediction,Mc Kinsey customer acquisition and retention and applied various algorithms on them.I have worked on Tensorflow and Keras for model development.I read description and I will do it for sure.

₹2,000 INR in 7 days

5.0

(14 reviews)

3.9

@mnitin88

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(LSTM) Technique. Let me know if you would like to proceed.

₹10,000 INR in 7 days

3.8

(1 review)

2.7

@arnabm1729

Hello Sir, I saw your problem description and what I think is that you need careful feature engineering and artificial features to further boost the performance of ML models. Boosting algorithms will further squeeze out performance. I can assure you of doing this work, given my expertise and years of experience in ML domain and Kaggle. Please discuss the details over chat so that we can discuss about the possible solutions and then we can move forward with this project once you are satisfied about our approach.

₹4,000 INR in 3 days

0.0

(0 reviews)

0.0

@tanusharoyal21

Honestly, I possess all the skills technical that you're looking for. I am currently working with real-time data. I'm pretty confident that I am the best candidate for this job role.

₹7,000 INR in 7 days

0.0

(0 reviews)

0.0

@elyanonome

Hi, I have worked with many projects like this before. Including many techniques of improving the model hyperparameters, data improving, augmentation and using Keras or TensorFlow. to reach a successful point of prediction without any bias or variance. I am committed to any project I take. happy to hear from you. Bye.

₹7,000 INR in 7 days

0.0

(0 reviews)

0.0

@MugoyeMindtech

Hi, when do you want it done? I am a computer science academician and a data scientist with excellent understanding of python. I possess excellent skills. I am interested to offer my expertise in this work, so kindly furnish me with the necessary details.

₹12,000 INR in 4 days

0.0

(0 reviews)

0.0

@ferozabbasi1999

Hey! I am having more than 2 years of industry level experience in Natural Language Processing, Deep Learning, Machine Learning, and Computer Vision. Projects Done: Attendance by Face Recognition using OpenCV Python. Recommendation Engine for Planckly Android App. Image Captioning Using Deep learning. My skills: Python Supervised and Unsupervised Learning Text summarization, Text Classification, Sentiment Analysis, and Word2Vec Analytics CNN, RNN, ANN Algorithms Chatbot Development Sklearn, Keras, TensorFlow, and OpenCV Computer Vision Algorithms Data Analytics and Visualization Thank you Feroz Khan

₹7,000 INR in 7 days

0.0

(0 reviews)

0.0

@Tarunc997

Hello I have gone through the project and have understood the problem, However I would like more info into the data like the size of the data, types of data etc so that we can decide on the model we can use for the best results About me : I am a certified Data Scientist with experience in data analysis, data mining, machine learning you can go through my profile to see the projects I have worked on. Please message me so that we can discuss about the project further. Thank you Tarun

₹3,000 INR in 2 days

0.0

(0 reviews)

0.0

@Pragya22h

Hello, I am a Research Scholar with my area of expertise in Machine Learning and Deep Learning. I have implemented various Machine Learning and Deep Learning algorithms. I have read your requirements. I can provide you optimal results to the best of my knowledge. We can have a detailed conversation over chat. Bid amount is negotiable depending upon the task at hand. Looking forward to work with you. Thank You.

₹7,500 INR in 7 days

0.0

(0 reviews)

0.0

@mohanraj01y

Hello there, i can work with you on this forecasting problem (based on your problem statement), if required we can also explore other methods to solve this problem.

₹12,500 INR in 7 days

0.0

(0 reviews)

0.0

@nitinfaye35

In your project problem is need Arima model prophet and SARIMAX model for finding seasonality for rental bike in day wise or monthly or seasonally . for better prediction use Time series analysis will be need in my point of you . I will be done my sale forecasting using 5 ML algorithm for sale report in per day or number of day required. If you give me datasets and detail your problem I will submit project in 5 days with better accuracy and graphs .

₹7,000 INR in 7 days

0.0

(1 review)

0.0

@luisgustavob78

Hi mate, how are you? I have got your project objective and i believe that i really can help you. I have a good experience in python and data science, i have completed a lot of projects about regression problems using the most efficient machine learning algorithms, like linear regression, random forest, XGBoost, Neural Networks and so on. I studied at one of the greatest technology schools in Brazil, so let me use my skills to help you tto build great solutions to your project. Regards, Luis Gusavo.

₹7,000 INR in 7 days

0.0

(0 reviews)

0.0

@PRATHAM011

I think that I have the required skill and knowledge to carry on this project since I am proficient in various Machine Learning and Deep Learning Algorithms like - Regression, Classification, Clustering, creating effective Neural Networks and Convolution Neural Networks. I also have a strong grip on creating efficient Decision Trees and various other methods to solve your task and solve the task successfully.

₹1,500 INR in 2 days