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Preprocessing data in Deep Learning using Deep Neural Network (DNN) and Python

$30-250 USD

Lezárt
Kiadva ekkor: körülbelül 4 évvel ezelőtt

$30-250 USD

Teljesítéskor fizetve
The project briefly, is about using Deep Neural Network (DNN) to detect sleep apnea and then classify the severity of this syndrome depending on one of the polysomnography (PSG) signals, which is the SpO2 in order to reduce the cost of diagnosis using the standard method. (Using Python language). The idea is nearly same like the one in the attached file. spo2 based sleep apnea detection using DL -------------- The needed data source:- Apnea System: *Apnea-ECG Database* [login to view URL] *St. Vincent's University Hospital / University College Dublin Sleep Apnea Database* [login to view URL] Here is a discussion of how to use the data:- [login to view URL] [login to view URL] ------------------------------------------------------------------ we will use two groups of data and we will make preprocessing for each upon the project idea. This paper used same data, we can make use of it spo2 based sleep apnea detection using DL --------------------------- - I already made a description of the project with a detailed report but (the methodology is not accurate enough and independable so it can be changed upon you see is best for the project idea) - I also have a code for a project similar to my idea --------------- The needed as follows:- - The proper data. - The Methodology + Implementation + Results + Discussion. - The full code (or modifying mine).
Projektazonosító: 23869578

A projektről

13 ajánlat
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Aktiválva: 4 évvel ezelőtt

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13 szabadúszó adott átlagosan $186 USD összegű árajánlatot erre a munkára
Felhasználó avatár
Hello, I can help you with your project - Preprocessing data in Deep Learning using Deep Neural Network (DNN) and Python I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$250 USD 4 napon belül
4,9 (99 értékelés)
6,9
6,9
Felhasználó avatár
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
$200 USD 7 napon belül
4,9 (50 értékelés)
6,0
6,0
Felhasználó avatár
I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. Skills - Highly proficient in Python and R. -Building end-to-end pipelines for Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations in Matplotlib, Plotly, Dash, Tableau, Shiny, Plotly, QlikSense. - Statistical Analysis o Regression (Linear, Logistic Regression, Multiple, GLM, Trees based Regression) o Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, GBM, Adaboost, XGBOOST, CATBOOST) o Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) o Expert in Tensorflow/Theano/Keras/Pytorch Frameworks o Image Processing w openCV o Time Series Forecasting Database Management System- MySQL, MongoDB o Natural Language Processing I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency, I can help you really quick, have been working with AI and Analytics Industries based across the world, primarily from the US, UK, and Europe. I have a preferred freelancer badge of Data Scientist on Freelancer.com, (Among top 3% percent). I would like to hear from you. Thanks Shivam
$250 USD 7 napon belül
4,6 (48 értékelés)
6,6
6,6
Felhasználó avatár
I can complete your task.I have an experience in machine learning and datascience recently I did a project on random forest regressor. Waiting for your response.
$111 USD 1 napon belül
4,9 (69 értékelés)
5,4
5,4
Felhasználó avatár
Hello! I'd like to deliver breathing disorder classification model with a code as well as an updated report. I'm familiar with sequence forecasting as well as theory of probabilities. I'll do the job blazingly fast. Please, give me a try!
$224 USD 1 napon belül
5,0 (12 értékelés)
5,3
5,3
Felhasználó avatár
Hi, I can start working on your project immediately. I have rich experience in developing projects in python using machine learning and deep learning concepts. Some of the projects which I have developed includes people counting algorithm over crowd images; vehicle detection and distance estimation using dash cams; virtual assistant using google cloud Speech to Text and Text to Speech. I even developed a meeting assistant, where the meeting was recorded, it was then transcribed using voice to text API, extracted keywords and action items and extracted summary from that meeting text. We can discuss more about your project requirements over chat. I look forward to hear from you. Thanks!
$140 USD 3 napon belül
5,0 (5 értékelés)
4,3
4,3
Felhasználó avatár
Dear Concered I read your project description. I believe i am thhe best fit for it as i hhave experiance working with machine learning algorithms and data processing is an important part for it. I have read the files and i believe i will be able to complete the project. I ahve experiacne working with images, string and signal data for machine learning and i can complete your task. Feel free to contact me for further details Thank you
$150 USD 9 napon belül
4,8 (9 értékelés)
4,0
4,0
Felhasználó avatár
Hello, dear! Nice to meet you! I have read your requirements carefully and I am very interested in your project. I am confident of this project as I'm a professional Python and Machine Learning expert with over 5 years of experience. It seems to be an interesting work and a good opportunity to show my skills to work with you in the future as well. I can start working now! Please feel free to contact me, to get the perfect result on your deadline with quality work. Best Regards!
$150 USD 3 napon belül
5,0 (3 értékelés)
3,0
3,0
Felhasználó avatár
I have experience in using AI for health applications. I have already developed models to detect Acute Myeloid, and EEG signals, so this task is easy. Though the basic model will be ready in 7 days, I know from experience that we only accuracy is not good enough in medical data. Therefore 14 days time to experiment and fine tune the system.
$250 USD 14 napon belül
5,0 (1 értékelés)
1,6
1,6
Felhasználó avatár
Hai. I am professional MATLAB and python developer especially for PhD scholar BE ME students. I will do your process ASAP kindly text me Thanks
$155 USD 3 napon belül
5,0 (1 értékelés)
1,3
1,3
Felhasználó avatár
I am very interested in your project. I read through the job details extremely carefully and I am absolutely sure that I can do the project very well. I have 2+ years of experience in Deep Learning (With both Python and Matlab) especially in the field of Medical. I have worked on similar projects to what you are looking for, and I am confident I can exceed your expectations. I can complete your project on time and achieve the results that you are asking. Here are some projects on which I already worked i. Predicting Heart Rate, Blood Pressure, SpO2 and Respiration Rate from PPG and ECG Signals using Deep Learning ii. 17 types of Arrhythmia detection from ECG Signals using Deep Learning iii. Hypertension detection from ECG and PPG Signals using Deep Learning iv. Myocardial Infraction detection from ECG signal using Deep Learning I would love to work on your project. Thank You
$190 USD 7 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Dear Employer, We are a team of Microsoft certified data scientists, having good amount of experience and expertise in executing ML projects for live clients across globe as well as to support research papers. We have just started connecting for exciting projects like yours on Freelancer with the only goal of establishing long term relations and credibility with strong recommendations, hence you can rest assured about the quality of work we intend to deliver. Coming to your project, below are some of the projects accomplished in same area: > Implementing Medical Diagnosis using ML along with Computer Vision through which ECG graphs for the patients could be generated without any medical equipment through facial readings of the patients. > Summary Extraction applied to Wikipedia data to generate abstract summary from the articles with BILSTM and CNN algorithms. We would further like to request a call to discuss the methodology for data gathering and understanding the outcome, and probable implementation taking your code into consideration. We would be implementing this in Python 3.6 using PyTorch or TensorFlow. Few reasons for considering us: > Microsoft GOLD Partner > Crew of Microsoft Certified data scientists > Proven industrial experience of delivering High Performance Computing solutions LIVE in use by Businesses > 25+ members in 1 year, strong financial base, state-of-art infrastructure > Customer Value Obsession Looking forward to hearing from you. Regards
$200 USD 7 napon belül
0,0 (0 értékelés)
0,0
0,0

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EGYPT zászlója
Giza, Egypt
5,0
33
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Tagság kezdete: szept. 20, 2018

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