Machine learning has great potential for improving products, processes and research. But computers usually do not explain their predictions which is a barrier to the adoption of machine learning. This book is about making machine learning models and their decisions interpretable.Read more.
The techniques and tools covered in Interpretable Machine Learning are most similar to the requirements found in Data Scientist job advertisements.