I will do time series forecasting and anomaly detection using lstm and python

Alcune informazioni sono riportate in lingua inglese.
Muhammad Hammad

Pakistan

Parlo Inglese, Urdu, Tedesco

Certified Data Analyst Expert in R and Power BI

Hi, I'm Muhammad Hammad, a Pearson Certified IT Specialist in Data Analytics. I specialize in turning messy, raw data into clean, actionable insights and stunning interactive dashboards. With strong e...
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Informazioni su questo servizio

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!


Sample forecast report available message me before ordering and I'll send you a demo output.

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do time series forecasting and anomaly detection using lstm and python
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Expertise:

Apprendimento delle funzioni

•

Classificazione

•

Churn

+4 in più

Linguaggio di programmazione:

Python

Framework:

Scikit-learn

•

keras

•

PyTorch

•

Panda

Strumenti:

Quaderno jupyter

•

tensorflow

•

Excel

•

Colab

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