The Complete Beginner's Guide to Machine Learning Therefore, It is essential to figure out if the algorithm is fit for new data. Also, generalisation refers to how well the model predicts outcomes for a new set of data. Amid the enthusiasm, companies will face many of the same challenges presented by previous cutting-edge, fast-evolving technologies. New challenges include adapting legacy infrastructure...