Download PDF Introduction Feature engineering and selection are crucial for optimizing machine learning models. Through thoughtful feature engineering, models can capture essential insights from the data, which may otherwise remain hidden, thereby improving the predictive accuracy. On the other hand, effective feature selection reduces model complexity, which not only speeds Read more…
Download PDF Introduction In the rapidly evolving media landscape, the emergence of streaming as the primary battleground for viewer attention has ushered in a new era of competition and consolidation among media giants. As traditional broadcast and cable television give way to on-demand digital content, companies like Netflix[NASDAQ: NFLX], Disney[NYSE: Read more…
Download PDF Introduction Renewable energy sources are finally gaining traction, pushed by the international community rushing to slow down climate change before consequences become unrepairable. But the shift towards clean energy has much deeper and structural roots from geopolitics to economics, that explain why certain countries have invested with more Read more…
Download PDF Introduction Covid-19 and the policy measures put in place to contain its spread have not only resulted in significant operational disruption for companies, e.g. reductions in demand from customers and failing supply chain with reduced inventories available for sale, but have also created serious issues for companies across Read more…
Alphabet Inc. (GOOGL) – Market cap as of 6/10/16: $542.35bn Fiat Chrysler Automobiles N.V. (FCA) – Market cap as of 6/10/16: €7.55bn Apple Inc. (AAPL) – Market cap as of 6/10/16: $613.96bn Introduction The automotive industry is one of the businesses which is going to be affected the most by Read more…
Teva Pharmaceutical Industries ; Market Cap (as of 25/04/2015): $62,67bn Mylan Pharmaceuticals ; Market Cap (as of 25/04/2015): $36,06bn Introduction In the healthcare industry, the saying “eat or be eaten” no longer applies. Instead, the adage of “make a bid or wait for an offer” would be more appropriate Read more…