Deep Learning for Stock Prediction/ Quantitative Trading Strategies

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

• Regression


• Random Forest



• Deep Learning (LTSM,HTM, Tensorfow, etc)

2. Evaluation

Part 4: Portfolio Construction/Optimization

• Strategies

• Portfolio Combination and permutation

• Portfolio Allocation

• Portfolio Optimization

Part 5: Backtest

Quantopian Zipline

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.

Ujuzi: Data Science, Tathmini ya Fedha, Machine Learning (ML), Python, Uchanganuzi wa Takwimu

Angalia zaidi: deep learning algorithmic trading, deep learning trading github, lstm trading, applying deep learning to enhance momentum trading strategies in stocks, deep learning stock prediction, neural network trading strategy, high-frequency trading strategy based on deep neural networks, deep learning trading python, trading strategies, example trading strategies, freelance programmer wanted writing trading strategies mql4, quantitative trading getafreelancer, afl trading strategies, auto trading strategies ninja, backtesting trading strategies excel, outsourced backtesting trading strategies, stock trading data collection mining output, trading strategies afl, binary option trading strategies, means clustering quantitative trading

Kuhusu Muajiri:
( Maoni 1 ) TP, Taiwan

Kitambulisho cha Mradi: #17328560

26 freelancers are bidding on average $640 for this job


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 Zaidi

$555 USD kwa siku 10
(Maoni 94)

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 Zaidi

$750 USD kwa siku 10
(Maoni 43)

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 Zaidi

$700 USD kwa siku 10
(Maoni 61)

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 Zaidi

$600 USD kwa siku 10
(Maoni 45)

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 Zaidi

$611 USD kwa siku 10
(Maoni 13)

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 Zaidi

$555 USD kwa siku 10
(Maoni 34)

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 Zaidi

$750 USD kwa siku 10
(Maoni 32)

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! Zaidi

$722 USD kwa siku 10
(Maoni 49)

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.

$555 USD kwa siku 10
(Maoni 24)

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 Zaidi

$400 USD kwa siku 10
(Maoni 16)

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 Zaidi

$555 USD kwa siku 10
(Maoni 4)

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 Zaidi

$722 USD kwa siku 10
(Maoni 5)
$722 USD kwa siku 20
(Maoni 9)

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 Zaidi

$250 USD kwa siku 2
(Maoni 7)

Greetings, I have experience with machine learning / deep learning and financial modelling. Please see my certifications and portfolio.

$500 USD kwa siku 10
(Maoni 10)

Hi, 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 got Rich experience in Jooml Zaidi

$555 USD kwa siku 10
(Maoni 0)

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.

$1111 USD kwa siku 3
(Maoni 0)
$555 USD kwa siku 10
(Maoni 0)
$555 USD kwa siku 15
(Maoni 0)

hello, i have done stock prediction in deep learning before so all the description that you have mentioned i am really familier with it and also all the ML algorithms as well. I really think i am perfect for this proje Zaidi

$666 USD kwa siku 4
(Maoni 0)