Price Prediction Model - Python/R Tensorflow

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.


- - 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

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[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

Kemahiran: Perlombongan Data, Python, Bahasa Pengaturcaraan R, Statistik, Tensorflow

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Tentang Majikan:
( 18 ulasan ) Freemans Reach, Australia

ID Projek: #18181472

14 pekerja bebas membida secara purata $218 untuk pekerjaan ini


My profile is as follows:- 4 years of experience in data science,machine learning and artificial intelligence solving complex problems - Proficient in R, Python, SQL,Matlab ; Hands on experience with VBA & Tabl Lagi

$250 AUD dalam 3 hari
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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 Lagi

$250 AUD dalam 5 hari
(51 Ulasan)

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 sc Lagi

$150 AUD dalam 3 hari
(28 Ulasan)

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 dis Lagi

$250 AUD dalam 5 hari
(31 Ulasan)

Hi, there - My name is Phong. I read your job description and I am very interested in this project because I have good experience with machine learning prediction algorithm and python programming. I would love to spe Lagi

$250 AUD dalam 5 hari
(29 Ulasan)

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 dalam 2 hari
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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, resou Lagi

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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 integ Lagi

$250 AUD dalam 3 hari
(7 Ulasan)

Hello sir. I'm excited about your project, because I've really rich experience in Price Prediction Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonde Lagi

$200 AUD dalam 3 hari
(13 Ulasan)

I have being working in the analytics/data science field for 5+ years now . I am expert in R /Python . Worked on various supervised /Unsupervised techniques like linear/logistic regression , random forest , decision tr Lagi

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$388 AUD dalam 2 hari
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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 solut Lagi

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