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PREDICTION OF MORTALITY RATE FOR COVID-19 PATIENTS

₹1500-12500 INR

Fechado
Publicado há quase 2 anos

₹1500-12500 INR

Pago na entrega
The aim of this research project is to study and analyze the factors affecting the criticality of COVID-19 patients, and accurately predict the mortality rate of the patients ahead of time. In this paper, COVID-19 data from the National Center for Data of Health which consists of data from 2019 to 2022. Different visualization techniques were used to extract patterns from the demographic and the clinical data of patients to determine the factors affecting COVID-19 patients. Random Forest and Autoencoder neural networks were trained to predict the mortality rate of the patients. Predictions were evaluated using AUC, ROC and accuracy scores. Neural Network resulted in an accuracy of 71.10% and Random Forest gave an accuracy of around 53%.
ID do Projeto: 34277417

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8 propostas
Projeto remoto
Ativo há 2 anos

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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, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
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Hi, I am a senior software developer with 7 years of experience. I have worked on various projects related to Python, data visualization, machine learning, deep learning, data science and R programming. My priority is to complete the assignments on time to save my clients from the last-minute hassle. WHY YOU SHOULD HIRE ME 1. WELL RESEARCHED AND INFORMATIVE MATERIAL 2. 100% PLAGIARISM FREE CONTENT 3. FREE OF SPELLING AND GRAMMATICAL ERRORS 4. ON-TIME DELIVERY 5. EASY TO COMMUNICATE 6. UNLIMITED REVISIONS 7. QUALITY WORK AT REASONABLE RATES 8. CUSTOMER SATISFACTION IS MY PRIORITY I am sure you will be satisfied and happy with my work. Please leave a message if you are interested. Thank you.
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"We have just gone through the requirements and this task sounds really interesting and We would love to work on it. We are the team of IT professionals, with experience of 6+ years in Web technologies/Mobile Application development, Software development. We have successfully worked with PHP, Magento, Joomla, Java, ASP.net, C# and scripting platfrom(Node.js & AngularJS). We have an expert team for HTML5, CSS3, JavaScript and JQuery, Ajax, Bootstrap V1, V2, V3, PSD to HTML. Our Professional work Logo Designing, Mobile/Apps Designing, Illustration, Traditional Graphic Design & Conceptual Design, Logo Creation, Typography, Packaging, Branding, Advertising, Poster Design, Website Design, Application Design and more. We look forward to hear back for great opportunity to work with you. Client satisfaction is our primary goal."
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I am currently a student at the University of Illinois at Chicago doing a master's in Business Analytics. I am extremely passionate about solving problems Data analysis- data mining-forecasting using R and PYTHON. Machine learning- Decision Trees, Random Forests, Linear & Logistic Regression, SVM, KNN, PCA, Naïve Bayes, Gradient Boosting, XgBoost, Neural Networks, Regularization, Cross-validation, Clustering, Time Series, NLP, Convolution Neural Network LSTM, NLTK.
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Hi Greetings! I am available right now for the project discussion and can start the project on an immediate basis. I have understood your project requirement I have7++ experience in design and development. I can handle projects from small styling to full development from scratch. I will provide a good result in a short time and satisfy you fully. We have experienced developers in JavaScript Python Data Visualization Data Analysis D3.js WHY-ME: » Ready to Start as Immediate& Proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30-days FREE BUG-SUPPORT even after Project-Completion Please give me in touch and let's discuss more detail about your task via chat. Project milestones will be decided during chat Thanks and Regards Arpit Jain Black Grapes Softech
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My passion as a Data Scientist is leveraging the power of machine learning. I am a self-taught software developer who writes clean code. I enjoy solving real business problems by designing successful algorithms and machine learning models.
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I am dedicated, analytical, and most importantly, I spend sufficient time on the domain itself, making the results better for any analytics project. I also have worked in medical domain. I am proficient in Python as well as in Tableau, which provides me wide range of tools, and Tableau provides better platform to display the insights. Choosing me will gaurentee in getting the best results possible.
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Sobre o cliente

Bandeira do(a) INDIA
Mumbai, India
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Membro desde ago. 3, 2022

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