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

Track P · Programming and Data

The Programming and Data track of Applied AI Mastery: 8 free, illustrated courses and 70 modules, L0 to L3. From a first line of Python to GPU computing and data pipelines.

Track P L0 to L3 · Foundation to Advanced 8 courses · 70 modules

From a first line of Python to GPU computing and data pipelines.

Course	Level	Modules	Status
P01 Python from Zero	Level L0	Modules 10	Status Planned · Ring 1
P02 Scientific Python: NumPy, pandas and Plotting	Level L1	Modules 9	Status Planned · Ring 1
P03 SQL and Databases	Level L1	Modules 8	Status Planned · Ring 3
P04 Data Visualization and Communication	Level L1 to L2	Modules 8	Status Planned · Ring 3
P05 Algorithms and Data Structures for Data Science	Level L2	Modules 10	Status Planned · Ring 3
P06 Software Engineering for Data Science	Level L1 to L2	Modules 8	Status Planned · Ring 3
P07 Data Engineering	Level L2 to L3	Modules 9	Status Planned · Ring 3
P08 High-Performance and GPU Computing	Level L3	Modules 8	Status Planned · Ring 4

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