You will get great model using python, tensorflow and deep learning concepts
Project details
The cryptocurrency price prediction project aims to combine RNN and ARIMA models to analyze historical data, including prices and trading volumes, for precise monthly forecasts. RNN will identify long-term trends, while ARIMA focuses on short-term variations. Additionally, Monte Carlo-based VaR calculation will be incorporated for risk assessment.
Machine Learning Tools
ChatGPT, Keras, Python, PyTorch, scikit-learn, SciPy, SQLWhat's included
| Service Tiers |
Starter
$200
|
Standard
$600
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 2 days | 14 days | 30 days |
Number of Revisions | 5 | 5 | 5 |
Number of Model Variations | 2 | 2 | 2 |
Number of Scenarios | 5 | 5 | 3 |
Number of Graphs/Charts | 5 | 5 | 10 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
About Prabhat
Technical and Business Writer with Advanced Technical Skills
Kolkata, India - 4:53 am local time
Content Writing and Editing: I handle various writing assignments, including text and video edits. Utilizing our extensive domain knowledge in business, finance, tech, and startups, we ensure the highest quality of content. This includes crafting compelling articles, blog posts, white papers, and marketing materials tailored to the specific needs of our clients.
Online Training: I conduct online training sessions in data science, AI/ML, finance, and technology subjects. These sessions are designed to impart practical knowledge and skills, helping participants stay ahead in their respective fields. My training programs are customized to meet the learning objectives of different audiences, from beginners to advanced professionals.
Literature-Based Assignments: I take on various literature-based projects in both Hindi and English. This includes scriptwriting, lyrics writing, and other creative literary works. My contributions in this area help bridge cultural narratives and provide enriching content for diverse audiences.
By integrating these activities, I contribute to the growth and development of both the business and the literary worlds, ensuring a balanced and impactful professional journey.
Steps for completing your project
After purchasing the project, send requirements so Prabhat can start the project.
Delivery time starts when Prabhat receives requirements from you.
Prabhat works on your project following the steps below.
Revisions may occur after the delivery date.
Get historical data of stocks, build portfolio and calculate historical VaR
Based on the mean and standard deviation of historical VaR, calculate random everyday return and recalculate VaR on this new data set. That's Monte Carlo-based VaR.