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Price Prediction Algo - R and/or Tensorflow

$2-8 AUD / hour

Closed
Posted over 5 years ago

$2-8 AUD / hour

Looking to build a model that gives a daily price prediction for 2 stocks using tensorflow and python or R. The two stocks we wish to predict are SQQQ and TQQQ on the NASDAQ. At 10.00pm Sydney time each night I want a direction prediction and a price prediction for both SQQQ & TQQQ. They are 3x leveraged ETFs which are driven by the change in the NASDAQ top 100 stocks. The 100 stocks form the NASDAQ-100 which is an index based on the weighted contribution of each of the 100 stocks market cap (the total value of the number of stocks issued x price) Changes in price and volume of each of the 100 will have a certain effect on the price of SQQQ& TQQQ My hypothesis is that SQQQ and TQQQ are lagging behind the index as they are a few steps removed from the source and the leverage is created by using options, the market takes time to adjust the price of SQQQ and TQQQ to catch up to the underlying stocks. Effectively the change in SQQQ and TQQQ is driven by the index which is driven by the change and volume of 100 stocks prices. Change in price and volume in individual stocks are important predictors of Nasdaq100, other interesting data includes the % of short sales for each stock (this is when speculators bet that the stock is going to drop in price, higher % of short sales indicates the markets feel strongly the stock is going to drop in price) Your job is to predict the next days price and direction for SQQQ and TQQQ I have some partially finished code in R which you are welcome to use, it loads data and performs some ML work We have access to historical data on each of the stocks Regular work improving the model will be available for the successful freelancer who can deliver a working model. Possible profit share available if this turns into a successful partnership. Terms - - You must commit all work to github & update your progress to me via Slack DAILY - You must display the 100 stocks and their increase/decrease (green/red color coded) and the predicted direction for SQQQ and TQQQ and the price prediction - By bidding, you agree to assign all copyright in the work you deliver to me. Autobids will be deleted Data sources [login to view URL] [login to view URL] [login to view URL] [login to view URL] (note stocks are added or removed based on the change of their value a few times a year, your model should change the stocks on the day that they are added or removed from the index
Project ID: 18316578

About the project

10 proposals
Remote project
Active 5 yrs ago

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10 freelancers are bidding on average $13 AUD/hour for this job
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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
$50 AUD in 40 days
4.6 (152 reviews)
7.2
7.2
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Hello, Hope you are doing well. I can help with you in your project Price Prediction Algo - R and/or Tensorflow. I can assure you the quality job. I have good experience in Machine Learning, Python, R Programming Language, Statistics, Tensorflow. We have worked on several similar projects before! We have worked on 400+ Projects. Please check the profile reviews. I can deliver your job with in your deadline. Please ping me for more discussion. I can assure the 100% job satisfaction. Thanks,
$8 AUD in 40 days
4.9 (84 reviews)
6.8
6.8
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Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks . .
$5 AUD in 1500 days
4.9 (28 reviews)
6.4
6.4
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Hello, there, I am very happy to put my bid on your project. I am an expert of prediction algorithm and senior python developer, so I am interested in and confident to do this project. I hope to discuss everything of the project in detail with you and work on this project with you. Regards.
$10 AUD in 40 days
4.8 (72 reviews)
6.6
6.6
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Hello, dear! I am interested in your project. I have extensive experience in data analysis such as stock market prediction, time series analysis, data forecasting, missing data imputation, data visualization, classification and clustering, feature selection, dimensional reduction using Python, R, Tensorflow, LSTM, Kmeans and SVK. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.
$20 AUD in 40 days
5.0 (16 reviews)
5.4
5.4
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Dear Hiring Manager, I am very interested in the job posted. I have the required skillset for this position. Thanks for your consideration. Youguang Liu
$5 AUD in 40 days
5.0 (1 review)
1.4
1.4
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Dear Prospect Hiring Manager. Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned I have checked your requirements. We have right skills to work on this assignment. We are a team of professionals including experienced analysts, designers, project managers, developers and QA people having great expertise in web applications development mainly on core PHP, PHP with open sources (Joomla, Wordpress, Codeigniter, Cake PHP), .NET, Asp.NET, Vb.NET, HTML 5 etc. and mobile applications on ios and Android platform. Our award = superb result = happy client. In a good partnership, good results happen. Good cooking makes good eating!BWe consider our client as our partner. I am ready to discuss with you with best Regards
$5 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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My team are most talented and well experienced researchers and developers in data analysis you can ever find. having a project but it is very difficult to choose who is capable of doing your work as the way you wanted? Looking for freelancer, who can manage anything that comes up with great response and quality work but for fair price? We will try our best effort to provide good solution and if we are hired you'll definitely receive outstanding result before the project deadline. Look no further, and feel free to contact us. Talking about skills, my team can manage anything that comes up with data science such as data analysis and mining including image processing, Machine learning algorithm and developing the Python, R, hadoop,Sas, Weka, Martlab, Labview.
$22 AUD in 40 days
0.0 (1 review)
0.0
0.0

About the client

Flag of AUSTRALIA
Freemans Reach, Australia
5.0
19
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Member since Jun 14, 2013

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