You will get Time Series Analysis in Python and R using ARIMA and FB Prophet's model
Project details
In today's fast-paced business environment, time is a critical component for success. The ability to predict future trends and events is essential for staying ahead of the competition. With the emergence of machine learning, advanced time series analysis has become a powerful tool for businesses to unlock valuable insights and make data-driven decisions.
As an experienced professional in time series analysis and forecasting, I am excited to offer my services to help you gain a competitive edge. My expertise encompasses a broad range of techniques and methodologies, including:
Time series decomposition, trend/seasonality analysis
Univariate/multivariate time series modeling (ARIMA, GARCH, etc.)
Resampling techniques (bootstrapping, Monte Carlo simulations)
Financial risk forecasting (VaR, ES, backtesting)
Non-linear models, dynamic regression, state space models
I am committed to delivering tailored, professional services to meet your specific needs. Please feel free to reach out to discuss how my expertise can benefit your business.
As an experienced professional in time series analysis and forecasting, I am excited to offer my services to help you gain a competitive edge. My expertise encompasses a broad range of techniques and methodologies, including:
Time series decomposition, trend/seasonality analysis
Univariate/multivariate time series modeling (ARIMA, GARCH, etc.)
Resampling techniques (bootstrapping, Monte Carlo simulations)
Financial risk forecasting (VaR, ES, backtesting)
Non-linear models, dynamic regression, state space models
I am committed to delivering tailored, professional services to meet your specific needs. Please feel free to reach out to discuss how my expertise can benefit your business.
Machine Learning Tools
pandas, Python, RWhat's included
| Service Tiers |
Starter
$150
|
Standard
$250
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 4 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - |
About Mounish
Data Scientist | Marketing, Manufacturing, Health Sciences, Retail
Cincinnati, United States - 4:42 pm local time
Prior to my master's, I worked at various capacities such as Data Scientist and Data Analyst for 4+ years. I graduated with a BTech in mechanical engineering from SASTRA University. Post that my passion for decision science persuaded me to join the analytics field.
Technical Skills:
Languages: Python (Scikit Learn, Keras, Plotly, NLTK, Beautiful Soup), R (forecast, ggplot2, dplyr, tidyr, regex), SQL.
Tools: Azure ML, Data Factory & Databricks, Alteryx, Power BI, Tableau, Advanced Microsoft Excel, and PowerPoint.
Technical Expertise: EDA, Hypothesis Testing, Data Manipulation, ML, Model Evaluation, Statistical Inference, Time Series Modelling and Market Basket Analysis.
Feel free to reach out to me at mounishsunkara23@gmail.com
Steps for completing your project
After purchasing the project, send requirements so Mounish can start the project.
Delivery time starts when Mounish receives requirements from you.
Mounish works on your project following the steps below.
Revisions may occur after the delivery date.
Understanding Client Requirements ?
Knowing Complete requirements for Clients .
Data Scraping (Little bit expensive) , if data is not available ?
Collecting data from different sources