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Univariate Time Series forecasting

$10-30 USD

Completed
Posted over 3 years ago

$10-30 USD

Paid on delivery
I have a dataset with yearmonth and expense columns. My requirement is to apply all possible forecasting methods(eg: AR, MA, ARMA, ARIMA, SARIMA, linear models like XGBOOST etc). Deliverable should include one jupyter notebook with all possible models included. Results should include error metrics like MSE, RMSE, MAPE, MAE. Forecasting window: 6 months into the future. Hyperparameter optimization and back testing with "walk forward validation" is highly appreciable. Timeline : should be delivered by Jan 11, 2021 5:00 PM
Project ID: 28837537

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2 proposals
Remote project
Active 3 yrs ago

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*****Time series forecast****** Hi, I understand your problem statement and can be done. To have a brief about my background, Hi, I am Shubham, a driven and enthusiastic data scientist having a solid engineering background augmented with certification in Data science and a rich experience in AI research at INSAID - a Data Science and AI certification school. As researcher I have worked with India's top Data Science faculties to draft all-encompassing and industry streamlined product for Data Science, machine Learning and AI attracting business of over 1.7M$ over the duration of over past one year, built industry pertinent tools being utilised by over 700+ students. As part of the core responsibility, I have helped groom 1800+ Data Science paid registered students to thrive in various industries by keeping them updated with latest developments and trends in the space. While working at his current organization, I have attained around 1M INR cost saving by automating the repetitive tasks, achieved 1.2x sales growth over a period of 1 year. I do hold good experience in the leadership, as led the team of 7 members as the Senior Researcher along with recruitment for full time and internship in the Product and research Team while working directly and reporting to the CTO. I possess in current market standards tools such as Python, R and SAS and have been working over 2+ year on these and always looking to upscale my self-growth by learning.
$67 USD in 3 days
5.0 (2 reviews)
2.2
2.2
2 freelancers are bidding on average $49 USD for this job
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Hello! My name is Aldo. I am an actuarial student. I have many experience with R, Python, SQL, VBA, finances and statistics. I always deliver high quality work within accepted time limit and budget. Please start the chat so we can have detailed discussion. - Thanks
$30 USD in 7 days
5.0 (9 reviews)
3.6
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About the client

Flag of UNITED STATES
Irving, United States
5.0
3
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Member since Dec 4, 2020

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