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Machine Learning to improve Arima/Garch forecasts

$30-250 USD

Completed
Posted about 5 years ago

$30-250 USD

Paid on delivery
This is a project to be coded in R. Using an advance output file of arima/garch log and sigmas return positions over next 10 days as well as inputs like loglikelihood and AIC on arima. We want to improve forecasts and maximum net profit using a backtest supplied in R . I want to use rule induction methods like decision trees so that We can understand the rules. The data can be preprocessed in the code, for example I have found that AIC as a filter helps forecasts we turn off the predictions when AIC is X standard deviations above it's average. Besides the backtest I want a forecast file with date, signal -1,0,1 short,flat, long outputted that I can use in a trading product like TradeStation. You must have experience in R and Machine Learning. This project can lead to many more projects. [login to view URL] is the file you are using for analysis.
Project ID: 18621350

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9 proposals
Remote project
Active 5 yrs ago

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I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam
$250 USD in 3 days
4.8 (69 reviews)
6.7
6.7
9 freelancers are bidding on average $212 USD for this job
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning Prediction Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$200 USD in 3 days
4.9 (73 reviews)
6.6
6.6
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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 and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$500 USD in 3 days
4.7 (139 reviews)
7.0
7.0
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Hello, Greetings of the day.!! Successfully delivered more than 50 AI/ML projects(R and Python) in last 5 Months with best rating and reviews. Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studio) and Python Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project.   If we get a chance to cooperate, I'll do my best to provide wonderful result. Some of the Projects I have worked upon - 1) Twitter Troll Classification using _Python_ 2) Story point prediction analyzing research pdf papers _ Regression model NLP 3) Face recognition using OpenCV / Python 4) Neural Network for stock price prediction using Python 5) Employee Churn prediction Model using _Python_(2 Projects) 6) R programming real time assignment _R_ 7) Twitter Sentiment Analysis using Python _R_ 8) Youtube video Nostalgic Analysis _Python_Tensorflow 9) Python Online Hackathon _Python_ 10) MSC thesis Project on Heart disease prediction using Sklearn and Keras _Python_ 11) Build a XGBoost model to increase the accuracy of a ML model _Python_ 12) Credit card fraud Detection _Python_ 13) Predict the categories to review using R and Python 14) Electricity Load forecasting using Deep Learning models using _Python(Keras)_Tensorflow You can check my all projects and detailed portfolio on my profile || Link -  https://www.freelancer.com/u/invincible1428 Ping me for more details. Lets Discuss....! Thanks, Abhyudaya D
$211 USD in 2 days
4.7 (49 reviews)
5.6
5.6
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HELLO! ----------------------------------------------------------------------------------------------------- As an: - Bachelor of Applied Mathematics - Engineer in Statistics and Applied Economics - Microsoft Office Technician (Microsoft Graduate: MOS Diploma), - I have skills in programming language R, Python, Minitab, SPSS I am able, available and ready to do this kind of work in the best conditions, -------------------------------------------------------------------------------------------------------------------------
$120 USD in 4 days
5.0 (64 reviews)
5.4
5.4
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I am an experienced professional in R programming language , predictive analytics ,SQL and statistics . I am also proficient in visualization dashboards using various tools like tableau , power bi .
$72 USD in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
branford, United States
5.0
14
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Member since Jan 12, 2001

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