🤖 Artificial Intelligence
Explore the fascinating world of AI, machine learning, and deep learning.
📚 Core Concepts
Machine Learning Fundamentals
Supervised, unsupervised, and reinforcement learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Neural Networks
Artificial neural networks and deep learning
Perceptrons
Backpropagation
Activation Functions
Deep Learning
Advanced neural network architectures
CNNs
RNNs
LSTMs
Transformers
Natural Language Processing
Text processing and language understanding
Text Preprocessing
Word Embeddings
BERT
GPT
🛠️ Tools & Frameworks
Scikit-learn
Traditional machine learning algorithms
TensorFlow
Deep learning framework by Google
PyTorch
Deep learning framework by Facebook
Pandas
Data manipulation and analysis
📈 Progress Tracking
Machine Learning Fundamentals
80% CompleteNeural Networks
70% CompleteDeep Learning
60% Complete"Artificial intelligence is the new electricity." - Andrew Ng