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valuation of house prices using predictive techniques

₹400-750 INR / hour

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₹400-750 INR / hour

In this paper, we are predicting the sale price of the houses using various machine learning algorithms. Housing sales price are determined by numerous factors such as area of the property, location of the house, material used for construction, age of the property, number of bedrooms and garages and so on. This paper uses machine learning algorithms to build the prediction model for houses. Here, machine learning algorithms such as logistic regression and support vector regression, Lasso Regression technique and Decision Tree are employed to build a predictive model. We have considered housing data of 3000 properties. Logistic Regression, SVM, Lasso Regression and Decision Tree show the R-squared value of 0.98, 0.96,0.81 and 0.99 respectively. Further, we have compared these algorithms based on parameters such as MAE, MSE, RMSE and accuracy. This paper also represents significance of our approach and the methodology.
ID do Projeto: 17722403

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23 propostas
Projeto remoto
Ativo há 6 anos

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23 freelancers estão ofertando em média ₹749 INR/hora for esse trabalho
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
₹1.500 INR em 40 dias
4,7 (132 avaliações)
7,0
7,0
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I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for log on stock data and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam
₹1.500 INR em 40 dias
4,9 (87 avaliações)
7,0
7,0
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Predictive Model Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
₹700 INR em 40 dias
4,8 (56 avaliações)
6,4
6,4
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Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I am having 5+ year of experience in Data Science using tools like Python, R, Spark. I have worked on several similar projects before! Worked on multiple projects in various domains like life sciences, CPG, Insurance. I have completed Master of Technology in Machine Learning. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Work Areas - Image Processing(OpenCV), Text Mining(NLP), Supervised and Unsupervised Machine learning problem(Classification, Regression Clustering). Thanks, Abhyudaya D
₹500 INR em 40 dias
4,7 (68 avaliações)
5,9
5,9
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As a machine learner I can guarantee this job is done. Considering my many works on predictive modelling especially in area of stocks, I can say similar experience can be applied here to get very high accuracy result. I would use OOPs concept of python to achieve this result for you.
₹722 INR em 40 dias
5,0 (5 avaliações)
5,2
5,2
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Hello there, I am an analytics consultant with more than 6 years of experience working with clients across the globe on data driven decision making. Please ping for further details. Best, Yash
₹1.000 INR em 40 dias
5,0 (6 avaliações)
4,0
4,0
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I have 3 yrs of experience as statistical analyst. My skills include preprocessing, descriptive statistics, Testing hypothesis, predictive modeling/Machine learning, Dimension reduction using R, SPSS. I have strong knowledge of data analysis and my core strength is working on R, SPSS and excel. I can accomplish the tasks by quickly and clearly understanding the project requirements.
₹638 INR em 40 dias
4,8 (6 avaliações)
3,0
3,0
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Hi, we have experienced team of Engineers. We have understood that you need Machine Learning Expert. We offer our services for this project. We have made many Machine Learning based projects using Python as follows; • Classification of Iris data using SVM Classifier (SVC). • Classification of Muffin and Cupcake ingredient data using SVM Classifier (SVC). • Prediction of Solar Radiance using SVM regression (SVR). • Prediction of Solar Radiance using Bayesian Ridge regression. • Prediction of Solar Radiance using Linear regression. • Classification of Iris data using Decision Tree Classifier. • Classification of Iris data using Naïve Bayes Classifier. • Classification of size of person using KNN. • Classification of Milk, Sugar, Butter, Egg, Baking Powder, Vanilla, Salt using KNN. We ensure you to complete your project efficiently in time.
₹400 INR em 40 dias
4,4 (7 avaliações)
3,3
3,3
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I am a Python data science expert with experience in Classification and partitioning,Nureal Networks, Association rules. Also I am a Oracle Certified professional (OCP) with experience in Oracle,MySQL, SQL Server and MongoDB. I can help you with your requirements. Please initiate online chat.. so we can proceed with discussion
₹1.666 INR em 40 dias
5,0 (10 avaliações)
3,0
3,0
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Hello Sir/Madam, I am a highly experienced computer engineer with master's degree and Ph.D. Candidate. As i understand from our project you will prepare a scientific article. I have written 2 article and 1 master's thesis so far. I have experience on data mining and machine learning. I take part in many projects in these field and i am familiar with the algorithm that you mentioned. Most of the freelancers here does not have any idea about how to write scientific article. I know what you need and i can help you with your paper. For these reason i am the best freelancer for you. If you are interested in my proposal please contact me on online chat. Regards. I have Master Degree and PhD. candidate on Computer Engineering and Cyber Security. For these reasons you can trust my theoretical knowledge and practical experience and i believe that i am the best freelancer for you. Please feel free to ask and discuss the details of your project on the live chat. Regards.
₹666 INR em 30 dias
4,8 (1 avaliação)
2,1
2,1
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Salutations, I have been developing scripts in the python environment for many years. I can complete your project. 10 hours limit. I must have a milestone created and complete specifications sent before i can do anything at all. Kind Regards
₹911 INR em 10 dias
4,0 (1 avaliação)
2,6
2,6
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I have done a course on Business Analytics and have done similar kind of projects during the study. Hence should be able to pick this easily.
₹422 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0
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have working experience in c++ and c for more than 8 years with various mncs , executed couple of projects from scratch and delivered successfully.
₹555 INR em 20 dias
0,0 (0 avaliações)
0,0
0,0
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Hi. I have done Pg diploma in data science from St. Xavier's College, Mumbai.. I am planning to start my own firm. I have worked on lot on these types of datasets in my college.. Relevant Skills and Experience R, python, Shiny, binomial logistic regression , etc
₹833 INR em 20 dias
0,0 (0 avaliações)
0,0
0,0
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As I am already working over Regression problems using Tree based models like Xgboost, Catboost and Lightgbm. I am experienced in this domain to solve real world problems. Also I have experience working in ANN and SVMs. So, I would like to take this opportunity and will deliver the results before time.
₹638 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0
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recently has been working with tensorflow in projects and proof of concept in image recognition problems and in natural language processing, i have used many techniques in ml has worked as sysadmin and devops engineer, scripting experience. build containerized apps and networking knowledge, CD/CI with jenkins and build pipelines with groovy. Python and Shell.
₹400 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0
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I have been working on machine learning for past 1 year and i am very keen and interested in this topic
₹638 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0
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Willing to commit for the project Relevant Skills and Experience Worked on similar data in hackathon.
₹444 INR em 35 dias
0,0 (0 avaliações)
0,0
0,0
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I am proposing this project that, i will give 100% Data Science solution with in time using R and Python by applying Machine Learning, Deep Learning algorithms.
₹638 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0
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I have completed my certification program in business analytics by using R programming. I am looking for more tasks to do.
₹638 INR em 40 dias
0,0 (0 avaliações)
0,0
0,0

Sobre o cliente

Bandeira do(a) INDIA
Bengaluru, India
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Membro desde set. 7, 2018

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