\( \newcommand{\vect}[1]{\mathbf{#1}} \newcommand{\mat}[1]{\mathbf{#1}} \newcommand{\R}{\mathbb{R}} \newcommand{\E}{\mathbb{E}} \newcommand{\Prob}{\mathbb{P}} \newcommand{\T}{^{\top}} \newcommand{\norm}[1]{\lVert #1 \rVert} \newcommand{\abs}[1]{\lvert #1 \rvert} \newcommand{\ihat}{\mkern1mu\hat{\boldsymbol{\imath}}\mkern2mu} \newcommand{\jhat}{\mkern1mu\hat{\boldsymbol{\jmath}}\mkern2mu} \newcommand{\pd}[2]{\frac{\partial #1}{\partial #2}} \newcommand{\argmax}{\operatorname*{arg\,max}} \newcommand{\argmin}{\operatorname*{arg\,min}} \newcommand{\cdata}[1]{\class{c-data}{#1}} \newcommand{\cmodel}[1]{\class{c-model}{#1}} \newcommand{\ctruth}[1]{\class{c-truth}{#1}} \newcommand{\cgrad}[1]{\class{c-grad}{#1}} \newcommand{\closs}[1]{\class{c-loss}{#1}} \newcommand{\cparam}[1]{\class{c-param}{#1}} \newcommand{\csecond}[1]{\class{c-second}{#1}} \renewcommand{\,}{\mkern3mu} \)

Track DL · Deep Learning

The Deep Learning track of Applied AI Mastery: 10 free, illustrated courses and 94 modules, L2 to L4. Build a neural network by hand, then climb to transformers, diffusion models and open theory questions.

Track DL L2 to L4 · Intermediate to Expert 10 courses · 94 modules

Build a neural network by hand, then climb to transformers, diffusion models and open theory questions.

Course	Level	Modules	Status
DL01 Neural Network Foundations	Level L2	Modules 10	Status Planned · Ring 2
DL02 Training Deep Networks	Level L2	Modules 11	Status Planned · Ring 2
DL03 Convolutional Networks	Level L2	Modules 9	Status Planned · Ring 2
DL04 Sequence Models	Level L2	Modules 8	Status Planned · Ring 2
DL05 Transformers	Level L3	Modules 11	Status Planned · Ring 2
DL06 Generative Models I	Level L3	Modules 9	Status Planned · Ring 3
DL07 Generative Models II: Diffusion and Flow Matching	Level L3 to L4	Modules 10	Status Planned · Ring 4
DL08 Representation and Self-Supervised Learning	Level L3	Modules 8	Status Planned · Ring 3
DL09 Graph and Geometric Deep Learning	Level L3 to L4	Modules 8	Status Planned · Ring 4
DL10 Deep Learning Theory and Frontiers	Level L4	Modules 10	Status Planned · Ring 4

See how this track connects to the others in the curriculum overview.