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...
by admin | Jan 8, 2026 | Tutorials and Resources
Python and data science are dominating tech hiring pipelines, and free python & data science certifications 2026 are becoming a powerful way to validate skills without financial barriers. If you are a student, engineer, or tech professional in Algeria, this guide...
by admin | Jan 6, 2026 | Data Visualization
Matplotlib vs seaborn vs plotly is no longer a theoretical debate in 2026, it’s a practical decision that directly affects how you explore data, communicate insights, and deploy analytics in production. Whether you’re running exploratory data analysis (EDA), building...
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...
by admin | Jan 1, 2026 | Mathematics and Statistics
Before diving deep, let’s be clear: statistical distributions for data science are the backbone of probabilistic modeling, inference, and decision-making. If you misread a distribution, your model, metrics, and conclusions collapse. This guide gives you intuition,...
