Machine Learning Predict Stock Price

$250-750 USD

Cancelled

Posted

over 5 years ago

$250-750 USD

Paid on delivery

I am looking for an expert who has some deep knowledge in machine learning to help me set up an algorithm for stock price prediction and predict if a stock will go Up or Down. Technology: Python using Sklearn module, RNN, LSTM or similar ( Preferred ) Experience using hyper parameters - like Adam Optimizer. H2o (automl) ( [login to view URL] ) I will deliver : Sample Code to Download Data Technical Indicators Code Calculation. The person should be able: Setup whole machine learning project with the following deliverables : 1. Download EOD daily OHLC and populate CSV / DB Preferrred. Datasource to be used Yahoo, AlphaVantage, EOD Historical Data. ex. Download data from Datasource, if error, try another datasource. Check if filepath exists, if not create it . If file doesnt exist, save data to file, If file exist, load from csv . 2. For each Stock Ticker calculate Pivot Points 3. Create Dataframe with Technical Indicators and Plot 4. Clean and Normalize Data. 5. Using Machine Learning, and Dataframe for all Tickers, predict next OHLC day and Plot Next 7 days Closing price and populate CSV. 6. Create Signal Strategy based on Technical Indicators. ( Buy / Sell ) 7. Store all predictions (OHLC) and signal for all tickers to reference / analyze on later date. 8. For Signals with the Highest probability of Executing. Print recommendations to file ('%m-%d-%[login to view URL]') 9. Backtest our strategy with historical data and show Annualized return using our trading algorithm strategy. Requirements: - Examples of some work you have done on Machine Learning - Proof of other algorithms similar to this project (own made) Note: New Github website will be setup so I can monitor your work progress. Please bid the actual cost estimate for this work. No price negotiating will be done nor accepted after assigning project. This will be an ongoing project. After initial project is delivered, maintenance / tune in will be done every quarter. Also, more features and values will be added to our dataframe to increase accuracy.

Algorithm

Data Mining

Machine Learning (ML)

Python

Software Architecture

Project ID: 18139871

About the project

21 proposals

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Active 5 yrs ago

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Awarded to:

@crazyglasses

Hi I have done my internship in a hedge fund where I had similar work done. I wont be able to share the code / project outcome as its a proprietary project. But since I am very familiar with the stock market and strategies, I can build it out for you in the way that you need.

$722 USD in 10 days

0.0

(0 reviews)

0.0

21 freelancers are bidding on average $719 USD for this job

@Yknox

Good Day Sir! I read your post. But I have something to ask you. Your idea is amazing and it will change the world! I am a magic talented developer in your skill. If you wanna be the success, hire me I am looking forward to keeping touch with you Thanks

$555 USD in 10 days

4.9

(361 reviews)

8.5

@AwaisChaudhry

Hi there, I have checked the details I have rich experienced with Algorithm, Data Mining, Machine Learning, Python, Software Architecture. Please initiate chat so we can discuss this job.

$555 USD in 10 days

4.9

(66 reviews)

7.8

@shivampanchal

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 log on stock data 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

$500 USD in 10 days

4.7

(108 reviews)

7.4

@schoudhary1553

Hello, Hope you are doing well. I can help with you in your project Machine Learning Predict Stock Price. I can assure you the quality job. I have good experience in Algorithm, Data Mining, Machine Learning, Python, Software Architecture. 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,

$750 USD in 10 days

4.9

(131 reviews)

7.2

@dinhfreedom

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 USD in 7 days

4.8

(95 reviews)

6.9

@murtaza1122

Hi We can make use of RNN as you mentioned specifically LSTM. What accuracy threshold you need? I do have experience of applying Inception, DenseNet, ResNet on different data sets. I have been working on Machine Learning algorithms like Regression, SVM, Decsion Trees and Deep Learning RNN, CNN and GANs Lets discuss

$3,000 USD in 40 days

4.9

(11 reviews)

6.4

@davidngo817

Hello, dear! I am interested in your project. I have extensive experience in data analysis such as stock price prediction, classification and clustering, feature selection, dimensional reduction, time series analysis, data forecasting, missing data imputation, data visualization using LSTM, RNN, Tensorflow, Keras and etc. 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.

$300 USD in 10 days

5.0

(35 reviews)

6.1

@uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards

$250 USD in 5 days

4.9

(72 reviews)

6.1

@invincible1428

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studion) and Python Programming. I am having 7+ years of experience in Data Science using tools like Python, R, Spark. I have worked on several similar projects before! 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. Some of the Projects I have worked upon - 1) Twitter Troll Classification using _Python_ 2) Horse Race Prediction using _R_ 3) Electricity Load forecasting using Deep Learning models using _Python(Keras)_ 4) Feature selection using BORUTA and prediction in _R_ 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_ 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_ You can check my all projects and detailed portfolio on my profile. Ping me for more details. Lets Discuss....! Thanks, Abhyudaya D

$666 USD in 5 days

4.7

(73 reviews)

6.2

@DarkKnight2206

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.

$500 USD in 2 days

4.7

(40 reviews)

5.6

@suyashdhoot

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

$1,500 USD in 10 days

4.0

(43 reviews)

6.1

@MathsMasterA

Very interesting project! If you see my profile, you can know I am a mathematics professional. I major in analysis, calculus, statistics, numerical computation, fractal geometry and chaos dynamics as well as elementary algebra(i.e Linear Algebra) and abstract algebra(i.e Group and Ring theory). I can complete your project in 3~4 days. If you have a chance to discuss with me, you will get the best result all the time in the future. Budgets will be determined after we discuss in detail. Regards.***

$600 USD in 3 days

5.0

(16 reviews)

4.8

@inspiredwhiz

I am an engineer and confident of what I can do and deliver. I can work on Arduino, Java, C++, Python, Matlab, among others. I am asking for a chance to work with you on your project.

$250 USD in 1 day

4.2

(13 reviews)

5.0

@saledddar

Hello I am new here on freelancer, but i have 7 years experience in programing and 4 years+ working with python. - I developed a number of TRADING BOTS for cryptocurrency and implemented trading algorithms on python. - I have developed some trading algorithms on QUANTOPIAN(an online algorithmic trading platform). - I am familiar with version control systems like Git. - I work constantly with ML using SKLEARN, i am also familiar with the theoretical background. - Familiar with UNIT TESTING(i have actually my own unit testing package for python) - I did write both PLOTTING and BACK-TESTING mechanisms for bots i created for my clients. - I can send PROOF of all the above - I have some valuable ideas (from my previous works) that i can share in the future. - I will be working on this full time until done(8 hours a day) You have certainly noticed that i am new on freelancer, so i am in for the feedback, this is a lengthy work (40H at least if done properly) and the price i offer is actually low, but as i said, i am looking for reviews. I am willing to start working on this without an official order and we can have an order here after two days. Message me for proof of my previous works. Have a nice day, Sal.

$555 USD in 10 days

5.0

(5 reviews)

3.4

@hanyutong

The normal use of the lstm model solves the typos of Chinese addresses and other standardized problems. The amount of data required for labeling is about 100k. The model is very suitable for natural language understanding. For stock price forecasting, lstm must be used to solve the problem of data standardization. Then, the standard is used. The network nerve completes the price prediction; if the data is standardized, the end-to-end learning model can be established to provide external product services.

$555 USD in 10 days

0.0

(0 reviews)

0.0

@cyash61

Hello there, I am an analytics consultant with more than 6 years of experience working with clients across the globe on statistical data analysis projects and machine learning projects. Please ping for further discussion. Thank You Yash

$555 USD in 10 days