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.阅读更多.
The techniques and tools covered in Interpretable Machine Learning are most similar to the requirements found in 数据科学家 data science job advertisements.
