Welcome to the Python Glossary for Artificial Intelligence (AI)! This comprehensive resource is designed to equip both aspiring and experienced AI practitioners with a thorough understanding of the terminology, concepts, and tools essential for mastering Python in the context of AI development.
Python stands as the lingua franca of AI and machine learning, thanks to its simplicity, versatility, and the vast ecosystem of libraries and frameworks it supports.
Whether you’re delving into machine learning models, exploring neural networks, or developing sophisticated AI applications, this glossary provides clear definitions and insights into the critical terms that form the backbone of Python-based AI. From foundational programming concepts to advanced AI techniques, each entry in our glossary is crafted to enhance your understanding and proficiency in this dynamic field.
A
- Abstract Base Classes (ABCs)
- API (Application Programming Interface)
- Argparse
- Asynchronous Programming (asyncio)
B
C
D
- Data Loader
- Data Pipeline
- Decorator
- Dependency Injection
- Docker
E
- Early Stopping
- Epoch
- Exception Handling
F
- Flask
G
H
I
J
J
L
M
N
O
P
Q
R
- R-CNN (Region-based Convolutional Neural Networks)
- Regular Expression (RegEx)
- Reinforcement Learning
- REST API
- ROC Curve
S
- Scikit-Learn
- Sequential Model
- Serialization
- Softmax Function
- Static Method
- Support Vector Machine (SVM)
