Lecture Slides (Latest)

ML Systems Lecture Slides

Complete slide decks for the ML Systems curriculum.

Volume I (17 decks): Introduction through Conclusion — single-machine ML systems
Volume II (18 decks): Introduction through Conclusion — distributed ML at scale
TinyML (5 chapters): HarvardX Professional Certificate — edge & embedded ML

Vol I/II decks include speaker notes, active learning exercises, and original SVG diagrams.

Downloads — PDF

• MLSysBook-Slides-All-PDF.zip — All 35 Vol I/II decks
• MLSysBook-Slides-Vol1-PDF.zip — Volume I only
• MLSysBook-Slides-Vol2-PDF.zip — Volume II only

Downloads — PowerPoint

Image-based PPTX (not editable text) — use for presenter mode and annotations.

• MLSysBook-Slides-All-PPTX.zip — All 35 Vol I/II decks
• MLSysBook-Slides-Vol1-PPTX.zip — Volume I only
• MLSysBook-Slides-Vol2-PPTX.zip — Volume II only

Downloads — TinyML (HarvardX edX)

• MLSysBook-TinyML-All.zip — All slides, readings, and supplementary materials
• MLSysBook-TinyML-Slides.zip — 178 slide decks only
• MLSysBook-TinyML-Readings.zip — 127 readings only

Individual Vol I/II chapter files (PDF + PPTX) are also attached below.

Source

• Vol I/II LaTeX source: slides/
• TinyML courseware: tinyMLx/courseware