I will do predictive analytics using machine learning
About this Gig
Time series data such as share price, sales, profit, demand, and other metrics follow a simple but powerful principle: future outcomes are shaped by historical patterns. This makes time series analysis a critical tool for decision makers who need to plan strategy and take informed action.
In this gig, my main goal is to help clients analyze their data and extract insights that inform future outcomes and business decisions.
Basic Package
I analyze and process your time series data to uncover its core characteristics. Through decomposition and visualization, we break the data down into its key components, giving you the insights needed for solid decision making. This step helps identify trends, detect anomalies, and select the most suitable forecasting model, such as ARIMA or SARIMA.
Advanced Package
For deeper analysis, I use state of the art machine learning frameworks to generate highly accurate forecasts. This includes models such as LSTM, Transformer, and Prophet. I also run comparative analysis across these models to ensure the most accurate and reliable predictions for your decision making needs.
I'm here to help you and your business extract meaningful insights from data
Expertise:
Predictive analysis
Programming language:
Python
•
R
Frameworks:
Scikit-learn
•
PyTorch
Tools:
Jupyter Notebook

