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Price Prediction Model - Python/R Tensorflow

$30-250 AUD

Closed
Posted over 5 years ago

$30-250 AUD

Paid on delivery
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 stock QQQ which is an ETF that represents 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 QQQ My hypothesis is that SQQQ and TQQQ are lagging behind QQQ 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 QQQ which is driven by the change and volume of 100 stocks prices. Change in price and volume in individual stocks are important predictors of QQQ, 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 for the SQQQ and TQQQ 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 your work to me. -Please provide one example of your algo or tensorflow work Autobids will be deleted Data sources [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: 18181472

About the project

10 proposals
Remote project
Active 5 yrs ago

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10 freelancers are bidding on average $210 AUD for this job
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I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without changing my bid or playing games. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly and at my FIRST BID. I promise to deliver 100% Satisfaction.I have more than 5 year of experience in Data Mining, Python, R Programming Language, Statistics, Tensorflow. Please ping me for more discussion.
$250 AUD in 5 days
4.9 (105 reviews)
7.0
7.0
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Hi Nice to meet you. I'm python expert and my last project on freelancer.com is also python scraping task. My past works: Youtube comment scrapping Real estate property list to csv Job-site content to csv And scrap posts from facebook, twitter, instagram using scrapy. I can help you related with python. Let me know if you are interested in me. Regards.
$150 AUD in 3 days
4.9 (70 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 machine learning 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.
$250 AUD in 5 days
4.8 (42 reviews)
6.1
6.1
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Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
$140 AUD in 2 days
4.7 (36 reviews)
5.6
5.6
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A Data Scientist with experience in Python, R programming, R Shiny, R studio and anything related to data science and python Master in Engineering, Electrical and Electronic Engineer, who is dynamic, reliable, resourceful, committed and organized with enthusiastic approach to succeed with a pleasant attitude. Possessing excellent analytical skill and good research background. I have successfully completed IELTS with an overall band of 7 and have a good proficiency in English COMPLETED PROJECTS • FM radio. • VHDL Design of an Up/Down Counter. • Design of Up/Down Counter using PIC. • Duck Shooter Program using C. • Pointer movement controller on 2-dimentional axis using C. • LCD display Manipulation projects including: o Text Display o Volt-Meter • Analog to Digital Conversion (8-bit). • Sound to Light Color Organ Design and Development. • Minesweeper Player Creation using PIC. • Simulation of an End to End Communication System with MATLAB. • (BENG Individual Project) (MENG Part A). • (MENG Individual Project) (MENG Part B). • (MENG Group Project).
$30 AUD in 3 days
4.9 (17 reviews)
4.7
4.7
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I have 6 years of working experience in R. Some of the work that I have done in R includes - 1) Time series analysis- ARIMA, MDFA 2) Machine Learning projects - RF, NN, GBM etc 3) Data Analytics Projects using integration with SQL 4) Packages used - RMD, Shiny, rvest etc 5) Bayes Regression
$250 AUD in 3 days
5.0 (10 reviews)
4.4
4.4
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I keep producing the projects of this kind, got the system that either doubles accounts or loses them. But the ratio of 2x vs 0 events is 2.63 and I keep improving the system. Can take on the project and sugest solution in case I get 250 USD + certain amount for interactyive system tuning and checking it while trading live. Can code in MT4/Mt5, eSignal EFS and many other trading system development languages. Please see the CV attached in Portfolio section.
$250 AUD in 3 days
5.0 (3 reviews)
3.6
3.6
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Hi we are expert in python we are working for machine learning and data science supervised and unsupervised algorithms e.g Decision trees, SVM, Random forest, KNN, Regression, Clustering, ANN, RNN and specifically in data science and all the data related issue file handling and file extractions, i hope we will have a good working relation and it will be a long lasting
$222 AUD in 3 days
5.0 (4 reviews)
2.2
2.2
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Hi there, An interesting project you have here. I have carefully read your requirements and I will get this done for you, professionally, in 2 days. I have experience developing in Python and Django, and given my added business background I will deliver a solution that makes business sense to you. This will include more discussions to better refine the requirements. I'm available to get started immediately. Do get in touch so we can discuss further and get started. Looking forward to hearing from you. Thank you, Davies Ray.
$388 AUD in 2 days
0.0 (0 reviews)
0.0
0.0
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My team are most talented and well experienced researchers and developers 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, Sas, Weka, Martlab, Labview. Kind Regards, numpy, pandas scikitlearn, tensorflow, mxnet, keras,spark, hadoop
$166 AUD in 3 days
0.0 (1 review)
0.0
0.0

About the client

Flag of AUSTRALIA
Freemans Reach, Australia
5.0
22
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Member since Jun 14, 2013

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