Stock Prices Prediction Using Machine Learning and Deep Learning Techniques (with Python codes)
₹500-700 INR / hour
Terminado
Publicado hace casi 4 años
₹500-700 INR / hour
Hi
Want- AI/ML & big data-analytics programmer
Area: Forex market trading
Context: I have bot (EA) with anti-martingale strategy In Mt4 Trading Forex Platform in 1 min chart and doing profit in USA trading time 5:30 pm to 11:30 pm and given good profit in trendy market but not work in sideways market and other than USA market most of days.
Explain the solution with application of ML ,AI and Big data analytics
Solution should give two answer
1 Suitable time to trade (based on historical data and future forcast) ?
2. Suggest suitable trading strategy for a. trendy market b. sideways market
3. What will change in side- ways market get good amount of Profit?
Any Question you can ask.
Approach:
1. Data cleaning: Using basic signal processing algorithms to feed the cleanest input values
2. Data addition- Adding other relevant data if possible: Bid , Ask, Volume, Open, Close etc
3. Feature engineering 1- Using time series mathematical transformations like skew, deviation, lagged values, rolling window variables, time-based feature like vol_afternoon, mathematical transformation like logs etc.
[login to view URL] known indicators to be fed into the algorithm like Bollinger bands, MFI, PCR etc
5. Feature reduction: PCA/t-SNE/UMAP to remove collinearity so that the Neural Network doesn’t get confused with too many dependent variables
6. Unsupervised learning to make clusters of the data before feeding it to the neural networks
7. Hyperparameter Tuning: Looping over hyperparameters to get best AUC values for best performance in production
8. Model Optimization: Looping around data techniques with hyperparameters to optimize the Neural Network
9. Algorithmic visualization: Using visualization tools in Python, we will try to makes sense of algorithm based on the practical understanding of the market and options considered
10. Going a layer deeper, we will segregate types and traits op options where out algorithm gives us best efficiencies to develop more trust in the algorithm
Hi
I am data scientist and having 5 years of experience in this field.
I read your JD . I can help you with all the method approach .
I have experience in stock and forex .
We can discuss in details.
Thanks and Regards
Hello,
How are you?
I am very interested to your job as machine learning expert, who has 7+ years of R&D experiences in ASR, automatic trading indicator, time series prediction.
I've inspected and realized many this like trading algorithm with python on Linux and Windows.
I think we can discuss more about it on live chat.
Thank you.
₹600 INR en 40 días
5,0 (4 comentarios)
3,6
3,6
15 freelancers están ofertando un promedio de ₹960 INR /hora por este trabajo
Dear sir.
Your project attracted my attention at first glance, because I've extensive experience in Python, Machine Learning Programming, NLP, AI.
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.
Looking forward to your response.
Best Regards.
Hi, there
I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields.
If we have a chance to cooperate, I'll do my best to provide wonderful result.
Looking forward to your response.
Regards.
I am a Data Scientist with years of experience in various domains such as Machine Learning , Natural Language Processing , Analysis & Visualisation
I have done multiple projects of similar kind on topics like diabetes prediction, income prediction and many more wherein I have pre processed the data, applied machine learning algorithms and successfully predicted the outcomes.
Owing to my immense knowledge in the domain of machine learning as well as my knowledge in stocks markets, I think I am best fitted for this role and can execute it well.
I would be looking forward to connecting with you for discussing more
Greeting,
i have good experience in digital signal processing and image processing.
i am data scientist using seveal approach
-run-length approch
-MLP-method
deep learning.
i will deliver premium quality work on the time.
Dear employer,
I'm a fresh freelancer, just joined freelancer.com. I'm a python guru and I have solid experience in machine learning and deep learning algorithms and techniques. I'm finishing Udacity Professional Data Analysis Nanodegree.
Similar previous projects;
1. Clustering apartments for real estate using unsupervised KMean algorithm.
2. Sentiment classification for customer reviews using word embedding and LSMT deep network.
3. Cleaning, feature engineering, and Statistical analysis of The Movie Database.
5. Hyperparameter Tuning of Deep Learning Networks (I took Andrew NG course on Coursera).
The steps to follow to accomplish the project at hand:
1. Data cleaning.
2. Data addition - Adding other relevant data if possible.
3. Feature engineering.
2. Calculating known indicators.
5. Feature reduction.
6. Unsupervised learning to make clusters of the data.
7. Hyperparameter tuning in order to reach the algorithm best performance.
8. Model optimization.
9. Model evaluation and performance visualization.
I'm looking forward to hearing from you.
Best regards
Osama
Hi I am a Full time data scientist by profession with overall experience of over 5 years . I have had created a stock prediction model in the past . Also I have gone through the image shared and have understood most of the problem statement and approach.
Yet I have few questions, Do connect to me so that we can start this work ASAP.