I will do time series forecasting and anomaly detection using lstm and python
Certified Data Analyst Expert in R and Power BI
About this Gig
Are you struggling with messy time series data, missing values, or unpredictable forecasts? I deliver production-ready machine learning pipelines that turn raw sensor or business data into actionable insights.
What I Offer:
Basic ARIMA/SARIMA forecasting with a clean dataset & Python script
Standard Multivariate LSTM + anomaly detection + confidence intervals + PDF report.
Premium Full pipeline: KNN imputation + stacked LSTM/GRU + XAI attention matrix + premium case study
Why Choose Me:
Pearson Certified Data Analytics Specialist
Deep Learning models with Explainable AI (XAI)
Professional PDF reports included
Clean, well-documented Python code delivered
Tools & Technologies: Python | TensorFlow | Scikit-Learn | LSTM | GRU | ARIMA | SARIMA | KNN Imputer | Matplotlib
Message me before ordering to discuss your dataset!
Programming language:
Python
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
Colab
FAQ
What data format do you need?
Any common format works — CSV, Excel (XLSX), JSON, or plain text. Just share your file and I'll handle the rest!
My dataset has missing values, can you still work?
Yes! All packages include data preprocessing and cleaning. Advanced KNN imputation for complex missing data is available in the Premium package.
Do you provide the source code?
Yes, a clean Python script is included in all packages.
Can you work with my specific industry data?
Yes — finance, energy, healthcare, IoT sensors, sales data — all compatible.
What if I am not satisfied?
Revisions included as per the package. Message me first, and we will sort it out!

