data analysis (MAX $30) WILL NOT FUND MORE
$10-30 USD
Teslim sırasında ödenir
Hi, I have a big dataset of several years which consists of crop variables (for e.g A, B, C and D) each of these individual target variables needs to be predicted from a set of 30 independent variables.
I want to implement both statistical (for e.g huber regression, multiple linear regression, etc.. ) and machine learning models (random forest regression, KNN-regressor, XGBoost, etc) to predict the target variables. I will hire someone who has extensive knowledge in implementing machine learning codes in python environment. I will let you choose 4 best statistical models and 4 best machine learning models.
You will also be required to:
1. identify the best test split size for each of the target variables (is it 90:10, 80:20, 70:30, 60:40, 50:50?). For example you identified that 70:30 works best)
2. use this split size to train (70%) the model and test (30%)
3. perform cross-validation
4. hyperparameter tuning
5. minimize overfitting and other issues
6. Generate a table like table 4 in [login to view URL] showing the performance of all statistical and machine learning models using evaluation metrics (R2, RMSE, MAPE, MAE or other metrics)
7. A graph of predicted versus observed like graph of figure 6 in [login to view URL]
8. Finally a predictor importance figure like figure 7 in [login to view URL]
Deadline: 1 month from now (5 July 2023)
Useful reference articles are:
1. [login to view URL]
2. [login to view URL]
PLEASE NOTE THE PYTHON CODE IS READY AND YOU ONLY HAVE TO RUN AND GENERATE THE GRAPHS, TABLES (EXPORT DATA TO WORD AND BUILD SIMPLE TABLES). IMPLEMENT A CODE SIMPLE STATISTICAL ANALYSIS COMPARING TREATMENTS ETC.. DESCRIPTIVE STATISTICS
CONFIDENTIALITY SHOULD BE MAINTAINED AND DATASET SHOULD BE DELETED AFTER COMPLETION OF PROJECT NDA AND IP AGREEMENT WILL BE SIGNED
Thanks
Ryan
Proje NO: #36685321
Proje hakkında
Bu iş için 12 freelancer ortalamada $25 teklif veriyor
Hello there, I am a Data Analyst by practice, and by using appropriate statistical softwares, I can help you discover facts from your data pool. I run both quantitative and qualitative analysis professionally; I use Ms Daha Fazla
---------------- Hey, I'm interested in your project. Please send me a message so that we can discuss more. -------------------------
Hi Ryan, I am a professional Data Scientist, I can do the task for you, I have extensive knowledge of machine learning models. I can do it within your deadline of 1 month as well. Are you looking for specific accuracy? Daha Fazla
Hi sir Im Edvin I am completely in control of your project and I will do it for you completely and carefully I’m PhD in Machine Learning and Deep learning. senior data anlalyst &Scienctist. . 7 years of experience i Daha Fazla
Hi there! My name is Shahawar and I am a full stack developer with extensive experience in software development, architecture, HTML, CSS, JavaScript, Java and more. I have the knowledge and expertise necessary to help Daha Fazla
Hello, I'm lyan, a Computer Science graduate with all the needed skills and tools to help you with your project and I will make sure to submit it in less than a month Let's discuss the details via chat. Looking for Daha Fazla
Dear Client, This is the third project I am bidding for with this account and have hence bid with a lower amount so that you would give me priority. I am looking for experience and reviews right now. Our highly skill Daha Fazla
Data Scientist: Expert in statistical & ML models. Implementing Python code, evaluating performance, generating tables/graphs. Deadline: 5 July 2023. Confidentiality assured.
Hi, With over a year of hands-on experience in machine learning and a track record of successfully building numerous projects in this field, I am confident in my ability to complete your task. I am eager to get start Daha Fazla
Every one has some unique skills i hope am also like handling any projects on pressure i can complete it by within deadline and i have skills to execute the project with clearly and make it easy to understand for every Daha Fazla
Hi Ryan, I just read your job posting and it sounds like you need a regression model with best split for it's predictions with statistical analysis and visualization for it's evaluation metrics. From my past research Daha Fazla
