Find Jobs
Hire Freelancers

Time series forecasting with Python -- 3

€30-250 EUR

Completed
Posted almost 2 years ago

€30-250 EUR

Paid on delivery
I would like four models in particular: - ARIMA - SVM - LSTM - Hybrid (deep learning) The scope of the project is to predict particle pollution, and specifically PM25 and PM10 for the region of [login to view URL] and PM25 are fine inhalable particles with diameters that are generally 2.5 and 10 micrometers (and smaller) respectively. Using the above data, we frame the following forecasting problem: based on the pollution of the previous hours, to predict the pollution in the next hour. The modelling approach involves statistical, machine learning as well as hybrid to be used. Namely Statistical model ARIMA - AutoCorrelation Function (ACF) - Partial AutoCorrelation Function (PACF) - plot_acf() και plot_pacf() libraries statsmodels ________________________________________ Machine learning model - SVM (Support vector machines) ________________________________________ Neural networks - LSTM (Long Short-Term Memory) ________________________________________ Hybrid - CNN (convolutional neural network) – LSTM(Long Short-Term Memory) OR - ARIMA – MLP (multi layer perceptron) The implementation should be in python using a jupyter notebook. Thanks,
Project ID: 34157148

About the project

39 proposals
Remote project
Active 2 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
Awarded to:
User Avatar
€0 EUR in 7 days
5.0 (60 reviews)
5.6
5.6
39 freelancers are bidding on average €166 EUR for this job
User Avatar
I'm expert in machine learning,, RNN , LSTM, GRU, CNN and ...........................................
€250 EUR in 7 days
5.0 (42 reviews)
6.5
6.5
User Avatar
I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf.
€140 EUR in 7 days
5.0 (30 reviews)
6.6
6.6
User Avatar
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
€500 EUR in 7 days
4.6 (121 reviews)
7.2
7.2
User Avatar
Hi Mate, I am a professional and Expert developer with 6+ years hands-on experience in Software Development. I'm very much confident to deliver the quality project as per your need. I do have the necessary skill set & resources to complete this project. Let's have a quick chat to discuss in detail. Feel free to check my profile at - https://www.freelancer.com/u/saubhagyamweb. Waiting for your earliest reply. Thank you Virang Bid Amount is just a placeholder, I will share you the best timeline and cost once we are on the same page.
€250 EUR in 7 days
4.9 (35 reviews)
6.6
6.6
User Avatar
My carrier starts as an Electrical Engineer, I developed an intuitive feeling about python programming. I can write clean validated python code and make a device-supported py. File. ?https://www.freelancer.com/projects/python/Project-for-Arm-32411503/reviews ?https://www.freelancer.com.bd/projects/python/need-Python-data-science-expert-29599523/reviews I have confidence and say I'm excellent for your project. Let's remark on your project within the message box. Regards Eng. Arm. masud
€250 EUR in 2 days
4.9 (29 reviews)
6.2
6.2
User Avatar
Hi, I hope you are doing fine. I am full time freelancer and you can get proper and full service from me and I am ready to start work any time. I have almost 4 years of experience in machine learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Matlab, Python (using tensorflow and pytorch) and etc. In addition I can implement various types of Neural Network algorithm including python and Matlab. Also I have done artificial intelligence algorithms including, computer vision, NLP (sequential to sequential models), GAN(DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Matlab, Python. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
€110 EUR in 1 day
5.0 (12 reviews)
4.9
4.9
User Avatar
hi, client! I am a probability and statistics expert. I have important skills such as NLP using machine and deep learning. Also I have mastered Python, Matlab and other Programming language. If you assign your project to me, you will get satisfactory result. I will complete the project perfectly. please contact me.
€140 EUR in 7 days
4.7 (27 reviews)
4.9
4.9
User Avatar
Hello, I understood your needs, but have few questions, message me for more discuss
€330 EUR in 5 days
4.3 (20 reviews)
5.4
5.4
User Avatar
time series forecasting with python High Quality + Fast Speed = Excellent Result + Business Success, this is my working style. I have gone through your Job post and I can understand your job requirement thoroughly. I have a total of 15 years of experience in Web Designing and Development, AI, Mobile Development and various exepertise in Graphic Development, Digital marketing too. and had completed a number of projects with some great graphics and User Interface so far. I have all the required skills and experience you need for the above Job. I have strong command over: * WordPress, PHP, Wordpress themeing, Plugin Development * Android and IOS all kind of mobile apps development *Responsive theme Design * HTML5, CSS3 , Jquery, Bootsrtap, Git, * Widget Development * Other CMS: Magento, Joomla, Expression Engine, Drupal etc. * I’m honest & trustworthy, dependable & fast learner. * I’ve over 7 years experience in Wordpress Website designing/development. * I am available 40 hours a week for your job. You can be assured of a quality communication and the quality of the work provided from my end. I’m looking forward to hearing from you soon. Thank you for considering my cover letter.
€90 EUR in 7 days
5.0 (18 reviews)
4.3
4.3
User Avatar
Hello there, I have reviewed your project requirements and understood your requirements as mentioned above. I have 5+ years of experience in this field. I believe in quality work with ontime delivery. Kindly initiate chat to discuss more. Thanks Shraboni Adhikary
€140 EUR in 7 days
5.0 (4 reviews)
4.0
4.0
User Avatar
Hi, I am Data Scientist , and most of my projects are related to machine leanring and deep learning and i have work on Deep learning for times series forcastingo, I think this project is perfect for my skill sets . So I can help you to build your four models. If you are interested please contact me for more details. Best regards
€100 EUR in 7 days
4.9 (19 reviews)
4.2
4.2
User Avatar
Hello! I am confident that I am the perfect candidate for this job, hence I would like to submit my proposal for your consideration. I have rich experience in In the two years I've been freelancing, I have written countless projects related to yours. I am confident that I can produce high-quality work for you. I'm sure that you will be impressed with the quality of my work, and I look forward to hearing from you soon. Thank you for your time
€150 EUR in 3 days
4.9 (18 reviews)
4.0
4.0
User Avatar
Hello I have expertise in the domain of Financial Economics. I also have 5 years of research experience working as a research associate (in the field of applied econometrics and statistics). Quantitative and Analytical skills - Worked on academic projects and performed analysis using advanced econometric and statistical techniques such as Time-Series, logistic regression, multiple regression, vector error correction model (VECM), co-integration, ARMA & ARIMA models. Statistical techniques like hypothesis testing, RMSE, RRMSE. I have also done GARCH modeling and CAPM beta calculation, VaR, and ES models in R. Recently completed Principal component regression & least absolute shrinkage and selection operator (LASSO) regression in R. Apart from these I have also performed NHANES survey data analysis in STATA. Done Fame-French 4-factor model in R for the fixed income securities. Certifications: 1. Financial engineering and risk management offered by Coursera 2. Financial Risk management with R offered by Coursera Programming Languages - Python, R-Studio, SPSS, Eviews, STATA, GRETL, JAMOVI. Please feel free to message me in case you have any further queries. Also, visit my profile to see the work done by me. Thank you
€150 EUR in 3 days
4.7 (8 reviews)
4.2
4.2
User Avatar
Hey!, sir. Glad to meet you. I have just noticed your project Time series forecasting with Python -- 3 and very interested in it. I'm a professional software developer developer. I'm majoring in C,C#,Java,python,Web and blockchain. I have developed many Desktop and GUI apps. Also I'm good at AI and ML. Now I am majoring in blockchain. I have developed many NFT minting and staking websites using web3 and smart contract. Please see my profile to know me in detail. Let's discuss in detail via chat. If you give me more details, I believe you that I will give you my best . Please pork me here. Looking forward to your response Thank you
€155 EUR in 7 days
4.1 (5 reviews)
4.7
4.7
User Avatar
I am an expert statistician and data analyst with more than five years of experience. I have full command of Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in time series, econometrics, logistic regression analysis, deep learning, classification, regression analysis, analysis, non-parametric, parametric analysis, ANOVA, normality analysis, time series analysis, correlation tests, descriptive analysis, etc. Readout your proposal is able to solve it. Assign me this task I will do it as your demand.
€180 EUR in 1 day
4.9 (9 reviews)
4.0
4.0
User Avatar
Hi, I am interested with your project. I would like to discuss it with more details. Hope to hear you soon Hi, I am interested with your project. I would like to discuss it with more details. Hope to hear you soon
€140 EUR in 7 days
4.4 (9 reviews)
3.8
3.8
User Avatar
Hello, If you are looking for ANDROID APP or iOS MOBILE APPLICATION DEVELOPMENT then you are in the right place. I will develop for you an awesome professionally developed cross-platform MOBILE app. Gone through your project details Time series forecasting with Python -- 3 can surely do it for you. My services: Custom Application Development Improve existing app Fix bugs Improve performance Improve firebase costs API Integration In-App Purchases app Fitness App E-commerce app Please contact me if you are interested in my services of app development Thanks.
€155 EUR in 4 days
5.0 (2 reviews)
3.0
3.0
User Avatar
My interest in working with you has been sparked by your job posting. As an AI/ML expert, I am very familiar with Python and its libraries, particularly Keras, TensorFlow, PyTorch and so on. My AI-related products include self-driven robots, face detection and recognition, object detection(SSDs, YOLO v4), chatbots that use GPT-3, price forecasting engines, and healthcare PMS systems. My last project involved forecasting torque based on historical data per machine. Also, I have a wealth of experience with cloud computing (AWS, Azure, GCP). I am interested in learning more about this role and your project. Best, Larry
€250 EUR in 7 days
5.0 (3 reviews)
2.4
2.4
User Avatar
Greetings sir, I am Irfan currently, working as a Mathematics Instructor at a University and a Data Analyst at a US-based Edtech company. I have eight years of experience in teaching mathematics and one year as a data analyst/ data scientist. Moreover, I am working on my blogging site, mostly focused on data science and analytics. I went through your project. You need help with the Time series forecasting in Python task. I am working as a business analyst/data scientist at a US-based Ad-tech company where I have to work with such kind of data on daily basis. So I guess it would not be a big deal for me as I am familiar with the techniques and the abilities you are currently looking for. I am really looking forward to hearing from you. Have a good day. Regards, Irfan
€140 EUR in 7 days
5.0 (3 reviews)
1.9
1.9
User Avatar
Dear client, I am a senior software engineer who has vast experience with tech stacks below for 12 years. - Python - Machine Learning - Deep Learning - Neural Networks - Algorithm - Artificial Intelligence - Data Structures - Competitive Programming - NLP - Computer Vision(OpenCV) - PyTorch - Tensorflow - Reinforcement Learning I'm familiar with agile project management tools including Slack, JIRA, Trello, Bitbucket, Github, etc. I ensure the highest quality of product and 100% satisfaction through my work. I can work on 7/24 for your project. I am innovative and strategic thinking professional with a proven track record of consistently going above and beyond in meeting customer needs and providing more value to the product than what the customer is paying for. For this very reason, they always get back to us again and again with promising ideas and projects. I hope we can discuss more details in chat. I'll look forward to hearing from you soon. Thanks so much. Kind Regards.
€140 EUR in 7 days
3.4 (3 reviews)
1.7
1.7

About the client

Flag of GREECE
Basel, Greece
5.0
2
Payment method verified
Member since Apr 4, 2020

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.