Solving the Data Science Mystery

To top this, many practical applications of Machine Learning are enabled by Deep Learning that extends the overall field of Artificial Intelligence. Deep Learning breaks down tasks in ways that makes all kinds of machine assists seem likely. At present, deep learning has moved beyond academic applications and is finding its way into our daily lives. Everything we discussed - Driverless cars, better preventive healthcare, even better movie recommendations, are all here today and will only improve given the rapid rate of advancement. Deep learning avoids the necessity of human-coded features and instead incorporates the feature engineering, feature selection, and model fitting into one step. Feature engineering & selection are fundamental to any application of Deep Learning that you can think off.