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Artificial Intelligence - Coggle Diagram
Artificial Intelligence
Machine Learning (ML)
Supervised Learning
Regression
Classification
Unsupervised Learning
Clustering
Dimensionality Reduction
Reinforcement Learning
Agents & Environments
Rewards & Policies
Deep Learning (DL)
Neural Networks
Feedforward NN
Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs)
Training
Backpropagation
Gradient Descent
Frameworks
TensorFlow
PyTorch
Natural Language Processing (NLP)
Tasks
Text Classification
Named Entity Recognition
Sentiment Analysis
Machine Translation
Techniques
Tokenization
Lemmatization
Transformers (e.g. BERT, GPT)
Computer Vision
Tasks
Image Classification
Object Detection
Image Segmentation
Techniques
CNNs
Transfer Learning
Expert Systems
Knowledge Base
Inference Engine
Applications
Medical Diagnosis
Rule-Based Systems
AI Tools & Applications
Robotics
Chatbots & Virtual Assistants
Autonomous Vehicles
Recommendation Systems
AI in Healthcare, Finance, etc.