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Predicting electricity consumption in Algeria using time series forecasting

Predicting electricity consumption in Algeria using time series forecasting

by admin | Jan 11, 2026 | Case Studies

Predicting electricity consumption in Algeria using time series forecasting is no longer optional for energy stakeholders, it is a strategic necessity. Rapid urbanization, extreme climate conditions, and rising residential and industrial demand are putting...
How to train, test & evaluate ML models step-by-step

How to train, test & evaluate ML models step-by-step

by admin | Jan 4, 2026 | Coding, Tutorials and Resources

How to train, test & evaluate ML models is the foundation of every successful machine learning project, yet it remains one of the most misunderstood steps for beginners. Many models fail not because of algorithms, but because of poor evaluation strategies. In this...
Fraud detection with machine learning: practical Python case study

Fraud detection with machine learning: practical Python case study

by admin | Dec 28, 2025 | Case Studies

Fraud detection with machine learning is no longer optional for data-driven organizations; it’s a critical capability for protecting revenue and trust at scale. In this hands-on case study, you’ll see how Python, data science workflows, and ML models come together to...
GitHub for students: How to build a portfolio that gets recruiters “attention”

GitHub for students: How to build a portfolio that gets recruiters “attention”

by admin | Dec 25, 2025 | Tutorials and Resources

If you’re looking to break into tech, mastering GitHub for students is one of the fastest ways to get noticed by recruiters. Your GitHub profile is more than a code repository, it’s your public engineering identity. In a competitive market like Algeria, a strong...
Building Dashboards with Python : Plotly, Dash & Streamlit for DZ businesses

Building Dashboards with Python : Plotly, Dash & Streamlit for DZ businesses

by admin | Dec 23, 2025 | Data Visualization

Building dashboards with Python is now essential for Algerian companies seeking faster decision-making and real-time visibility. Whether you’re in telecom, finance, retail, logistics, or energy, teams increasingly need interactive data tools, not static reports....
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