Artificial Intelligence & Machine Learning
Concept
- Basics of Deep Learning
- Training algorithm
- Loss Function
- Optimizers
- Momentum
- ANN, DNN, CNN, RNN, LSTM
- Small Language Model
Software
- Python or C/C++
- TensorFlow/PyTorch
- Numpy
- Pandas
- Keras
- Small Language Model
Hardware
- CPU
- GPU
- DSP
- TPU
- NPU
- FPGA
- RISC-V or ARM MCU
- Raspberry Pi
- Other Specialized AI Accelerators