TuneIn Logo
Feature Engineering for Beginners-logo

Feature Engineering for Beginners

Chuck Sherman

Unravel the art and science behind effective data analysis with this comprehensive guide to feature engineering. Crafted for beginners, this book is your gateway to understanding the pivotal role of features in extracting meaningful insights from...

Ask host to enable sharing for playback control
Play Button
Premium Chapters
Premium
Ask host to enable sharing for playback control

Opening Credits

1/2/2026
Ask host to enable sharing for playback control

Introduction

1/2/2026
Ask host to enable sharing for playback control

Chapter 1 the foundation of feature

1/2/2026
Ask host to enable sharing for playback control

Chapter 2 types of features

1/2/2026
Ask host to enable sharing for playback control

Chapter 3 handling missing data

1/2/2026
Ask host to enable sharing for playback control

Chapter 4 feature transformation

1/2/2026
Ask host to enable sharing for playback control

Chapter 5 feature selection

1/2/2026
Ask host to enable sharing for playback control

Chapter 6 feature engineering for

1/2/2026
Ask host to enable sharing for playback control

Chapter 7 advanced feature engineering

1/2/2026
Ask host to enable sharing for playback control

Chapter 8 putting it all together

1/2/2026
Ask host to enable sharing for playback control

Conclusion

1/2/2026
Ask host to enable sharing for playback control

Opening credits

1/2/2026
Ask host to enable sharing for playback control

Chapter 1 foundations of machine

1/2/2026
Ask host to enable sharing for playback control

Chapter 2 data preprocessing and

1/2/2026
Ask host to enable sharing for playback control

Chapter 3 feature engineering

1/2/2026
Ask host to enable sharing for playback control

Chapter 4 model selection and

1/2/2026
Ask host to enable sharing for playback control

Chapter 5 building scalable machine

1/2/2026
Ask host to enable sharing for playback control

Chapter 6 model deployment and

1/2/2026
Ask host to enable sharing for playback control

Chapter 7 interpretable machine learning

1/2/2026
Ask host to enable sharing for playback control

Chapter 8 handling streaming data in

1/2/2026
Ask host to enable sharing for playback control

Chapter 9 ethical considerations and

1/2/2026
Ask host to enable sharing for playback control

Chapter 10 future trends in machine

1/2/2026
Ask host to enable sharing for playback control

The impact on model performance

1/2/2026
Ask host to enable sharing for playback control

Methods of scaling data

1/2/2026
Ask host to enable sharing for playback control

Challenges and pitfalls in data scaling

1/2/2026
Ask host to enable sharing for playback control

Normalization techniques

1/2/2026
Ask host to enable sharing for playback control

Advanced techniques in data

1/2/2026
Ask host to enable sharing for playback control

Implementing data scaling and

1/2/2026
Ask host to enable sharing for playback control

Best practices and tips for data

1/2/2026
Ask host to enable sharing for playback control

Future trends in data scaling and

1/2/2026
Ask host to enable sharing for playback control

Case studies

1/2/2026
Ask host to enable sharing for playback control

Foundations of data scaling and

1/2/2026
Ask host to enable sharing for playback control

Ending Credits

1/2/2026