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I’d already had an interest in data science for multiple years when I graduated from a computer science Bachelor’s program. I took all the relevant Bachelor-level courses available and learned a bit on my own as well. So naturally, once I graduated, I started looking for a job as a data engineer or data scientist.
Even before starting my studies as a Mathematical Statistics student, I had a clear goal in mind – to get an internship as early as possible. My aim was to become a Data Scientist, and my school program focused mainly on theoretical mathematics skills and statistical methods. Still, an internship would provide me with an
Rocketing energy prices and growing energy security concerns have grown the interest in solar and wind production immensely. ROI calculations of these investments rely on a robust assessment of production outcomes and historical energy price data without any realistic outlook to future. Production of renewable energy relies on uncontrollable weather conditions. Incorrect production estimates cause
Rising energy consumption globally is leading to increased demand for renewable energy sources. Efforts to replace fossil fuels with renewables raise numerous issues – high energy prices, the complexity of selling to the grid for renewable energy producers, and increasing frequency volatility in the grid. This instability is largely caused by the unpredictable nature of
In recent years, issues surrounding energy consumption and production have become an important matter for all of us. Optimizing energy consumption is not only beneficial for our budget, but also for the environment. Simple practices such as turning off lights when leaving the house or office are a step in the right direction. To truly make
The advances in information technology allow people to develop accurate machine learning models that can learn from collected data. The application of such models helps to predict the demand for various products, such as goods sold in grocery stores. Retail chains sell a wide range of products which are ordered using different algorithms. One of