[START]
Machine Learning Foundations
Core supervised learning concepts, model families, and evaluation basics.
0/16 complete
CLASSIFICATION
5 tracks / 48 lessons
TRACKS
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Deep Learning and Neural Networks
Neural network training, deep architectures, representation learning, and deployment patterns.
0/32 complete
[LOCKED]
Multimodal Foundations and Vision-Language Models
Multimodal encoders, contrastive learning, grounding, and vision-language model design.
0/0 complete
[LOCKED]
World Models and Model-Based Agents
Latent dynamics, predictive state, imagination-based planning, and model-based agent architectures.
0/0 complete
[LOCKED]
Diffusion, Audio, Video, and Generative Media
Diffusion models, latent media generation, controllability, and evaluation across image, audio, and video systems.
0/0 complete