Book

Data Augmentation with Python

The book helps you grasp images, text, audio, and tabular augmentation methods using real-world datasets from the Kaggle website. Throughout the chapters, you’ll discover augmentation concepts and techniques, a review of available open source augmentation libraries, and a reinforcement learning section through Python Notebook coding exercises.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
13h8m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 13h8m total length

1. Data Augmentation Made Easy
2. Biases in Data Augmentation
3. Image Augmentation for Classification
4. Image Augmentation for Segmentation
5. Text Augmentation
6. Text Augmentation with Machine Learning
7. Audio Data Augmentation
8. Audio Data Augmentation with Spectrogram
9. Tabular Data Augmentation

On this page

Ready to Train Your Team?

Need training for your whole team? Get bulk pricing, LMS integration, and dedicated support.

Trusted by Leading Organizations Worldwide

Join thousands of companies that trust Calibr to power their learning and development initiatives.

Chalet Hotels logo
Pernod Ricard logo
ProMobi logo
Metrique logo
K Raheja Corp logo
Spyne.AI logo
VuNet Systems logo
Procurement Partners logo
vEngage.AI logo
1218 Global logo
TRADEJINI logo
Oben Electric logo
IIT STartups logo
EdTech Digit logo
MindSkillz logo
NewportMed logo

Request Access For Your Organization

Start training your team in minutes!

No credit card required

Related Resources