Part 1: Data Collection
• Technical historical (price, volume, OHLC changed percentage)
• Technical Indicators (MA, MACD, Momentum, CCI, RSI, …)
• Fundamental data (Key ratios, finance statement)
• Macroeconomics ratios (GDP, CPI, Job, Interest rate, …)
• Sentiment data (Google news, Social networks)
Part 2: Data Preprocessing
• Dummy variables
• Concatenate data frames
• Missing data
• Scaling data
• Feature processing using ensemble feature selection
o Increase the dimension
o Reduce the dimension
o Avoid overfitting
o Select the optimal feature selection. Since then we also find out some strategies (Decision tree/Association Rules, etc.
Part 3: Machine Leaning and DL Models
1. ML model
• Random Forest
• Deep Learning (LTSM,HTM, Tensorfow, etc)
Part 4: Portfolio Construction/Optimization
• Portfolio Combination and permutation
• Portfolio Allocation
• Portfolio Optimization
Part 5: Backtest
Require freelancer have experienced in Quantitative Trading.
Prefer Academic professional in Quants/Machine Learning in Finance
If you are confident please inbox direct to me.
28 freelance font une offre moyenne de $621 pour ce travail
Hello sir. As a machine learning/deep learning expert, I'm glad to see your project. If you check my profile i think you can know me with my good skills. I read your description carefully. I think your project is v Plus
Dear sir. Your project attracted my attention at first glance, because I've really rich experience in Deep Learning & Stock Prediction Programming. I'm really confident about your project, and very eager to join your Plus
I have a good hands on working with Advanced Excel, R and Python and BI tools and technologies, AI, Big Data. Relevant Skills and Experience I have a good hands on working with Advanced Excel, R and Python and BI tool Plus
Hello! Being one of the most experienced Statistician/Mathematician on this website with around half thousand excellent reviews and proven track record, I would love to work on this project. I am experienced data analy Plus
I am a data scientist with more than 4 years of experience in building statistical and predictive models using machine learning and deep learning techniques in R and Python. I have worked on various projects for price Plus
I'm an Engineer in Statistics and Applied Economics, i've got many skills and expertise that will allow me achieving perfectly all the projects and assignments because my priority is your satisfaction I am a master of Plus
I have did similar project have 3 years experience in data science field, I`m interested in large-scale data mining and machine learning, I have experience building really fast and accurate machine-learning and deep-l Plus
Hi, I am an expert in machine learning and stock prediction. I am very familiar with Regression, KNN, Random Forest, SVM, ANN and Deep Learning. I can do your project perfectly. Thanks.
I have previously worked on stock market prediction as well as a digital intelligent stock buyer using artificial intelligence and reinforcement learning. I am starting my PhD this year at the University of Arizona. I Plus
Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I have worked on several similar projects before! Plus
I am a full-time freelancer looking for a long term business alliance. I have a 5 star rated profile in [login to view URL] too. [login to view URL]~0167b98b2888b11ab6 If you are looking for top notch work then Plus
Hi !! Nice to E-meet you We have a team of experienced python, django developers. We have developed a sophisticated trading platform ([login to view URL]) using python, django, postgresql. Our python/django de Plus
I have finished a staggering course of action undertaking on Data Science, Financial Analysis, Machine Learning, Python, Statistical Analysis, Data Processing, Mathematics, SPSS Statistics, Statistical Analysis, Statis Plus
I am [login to view URL] from IIT Delhi. I have done specialisations in machine learning and deep learning. I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems. Some of the samp Plus
Hello. I have experience with Machine Learnin using scikit-learn and tensorflow. I have experience in dowload data from API and crawll text from news sites to make sontiment analisys. I think that for this price we Plus
Greetings, I have experience with machine learning / deep learning and financial modelling. Please see my certifications and portfolio.
Hello I have own automatically python trading bot, with 15 strategies and hosted on AWS EC2 and at the moment work. I can help you with you job.