v0.3.0

Key Highlights

• Major Updates to Chapters:

  • Comprehensive revisions to Chapter 3, focusing on ML systems.
  • Major changes introduced in Chapter 4, highlighting deep learning architectures.
  • Rewrites and enhancements in Chapter 5 for improved clarity and depth.
  • Updates and feedback revisions in Chapters 8, 10, 11, 12, 13, 14, 15, 16, and 18 based on student and contributor feedback.
  • Conclusion revised for better alignment with the updated content.

• New Content and Features:

  • Addition of a Mobile ML section to ML Systems.
  • New sections added on Model Serving in MLOps and Sustainable AI.
  • Raspberry Pi SLM and Wake Vision labs included as exercises.
  • A new reading guide for learners to enhance usability.

• Enhancements to Presentation and Formatting:

  • PDF styling updated to adhere to Edward Tufte's style.
  • Improved formatting with consistent styles and proper alignment of margin notes.
  • Use of grid tables for bullet points and enhanced table formatting.
  • Fixed rendering issues for various figures, links, and TOC spacing.

• Bug Fixes and Typos:

  • Addressed broken links, duplicate titles, and rendering errors.
  • Fixed numerous typos across chapters for improved accuracy.
  • Resolved issues with improperly formatted subtitles and section headers.

• Privacy and Security Updates:

  • Significant enhancements to the Privacy and Security chapter, including secure boot updates.
  • Renamed image filenames for consistency and added additional notes to strengthen content.

• Sustainability and Responsible AI:

  • Proofread and improved the sustainability section.
  • Added new observations in Responsible AI and other critical areas.

• General Improvements:

  • Clean-up of PR templates for contributors.
  • Division of content into "Labs" and "Core Theory Concepts" for better organization.
  • Adjusted badge labels for clearer presentation.

• New Contributors:

  • Welcomed several new contributors who provided meaningful updates and enhancements to the project.

What's Changed

• Fixed video 3.1 link by @emmanuel2406 in #293
• adds wake vision colab as an exercise by @colbybanbury in #298
• fix a bug with user_full_name by @Naeemkh in #318
• chapter 3 revisions by @jasonjabbour in #316
• Iss304 add references by @FinAminToastCrunch in #306
• 310 Updated PDF to follow Edward Tufte style by @profvjreddi in #333
• Updated Credit -> Source: and fixed formatting style to be consistent by @profvjreddi in #334
• 335 Use Grid tables for proper formatting of bullets by @profvjreddi in #336
• 326 PDF video links are broken by @profvjreddi in #337
• 326 PDF video links are broken by @profvjreddi in #342
• 331 Marginnotes needs to be left aligned, but they seem to be justified by @profvjreddi in #341
• 321 student feedback chapter 4 by @jasonjabbour in #343
• 322 student feedback chapter 6 by @jasonjabbour in #344
• 346 2 typos in frameworks.qmd by @profvjreddi in #350
• 320 Add date to YML by @profvjreddi in #352
• Enhancements and Revisions to efficient_ai.qmd with Professor Vijay's Feedback by @Sara-Khosravi in #313
• Chapter 8 Sarah Updates by @jasonjabbour in #356
• 324 student feedback chapter 7 by @jasonjabbour in #349
• Edited the Privacy and Security Section (First 26 Pages) by @Sara-Khosravi in #317
• 358 Typos in "data_engineering.qmd" by @profvjreddi in #360
• 351 Fix section header spacing by @profvjreddi in #365
• Add Wake Vision to zoo_datasets.qmd by @colbybanbury in #367
• 368 Some typos and a suggestion to look for more by @profvjreddi in #370
• 369 Missing format ...maybe by @profvjreddi in #371
• 372 Slowdown after changing "header-includes.tex" by @profvjreddi in #373
• 374 CO2 (2 as a subscript) by @profvjreddi in #375
• Update Branch 353 by @jasonjabbour in #379
• 353 student feedback chapter eight by @jasonjabbour in #357
• 380 Self-evident in hw_acceleration.qmd by @profvjreddi in #381
• 388 Superfluous hyphens by @profvjreddi in #392
• 389 Typo in efficient_ai.qmd by @profvjreddi in #391
• 386 Duplicate title by @profvjreddi in #390
• 387 Please update info... by @profvjreddi in #393
• 385 Bad link in hw_acceleration.qmd / Section 10.6 by @profvjreddi in #394
• 395 Typo: Chapter 13.2.2 by @profvjreddi in #396
• 402 Note on first 4 chapter of "benchmarking.qmd" by @profvjreddi in #403
• Edit privacy security by @Sara-Khosravi in #399
• Student Feedback Chapter 9 by @jasonjabbour in #401
• 366 labs raspi support by @Mjrovai in #376
• 417 Notes In "ondevice_learning.qmd" by @profvjreddi in #418
• 419 Notes on the first part of "ops.qmd" by @profvjreddi in #420
• 366 labs raspi support by @Mjrovai in #416
• 366 labs raspi support - format and text review by @Mjrovai in #422
• 424 Last part of "ops.qmd" by @profvjreddi in #425
• 421 Add Model Serving section to MLOps by @profvjreddi in #423
• 427 Incomplete or awkward sentence in the Industrial IoT section by @profvjreddi in #429
• Chapter 10 Student Feedback by @jasonjabbour in #430
• 431 Notes in "privacy_security.qmd" by @profvjreddi in #433
• 432 Images in PDF version without reference when on the left by @profvjreddi in #435
• 436 Some points in responsible_ai.qmd by @profvjreddi in #437
• 438 Points to review in "sustainable_ai.qmd" by @profvjreddi in #439
• 440 First part of "robust_ai.qmd" by @profvjreddi in #441
• 442 Observations in the second part of "robust_ai.qmd" by @profvjreddi in #443
• Upload the Object Detection Lab by @Mjrovai in #444
• 445 Notes in "ai_for_good.qmd" by @profvjreddi in #446
• 447 In "conclusion.qmd" by @profvjreddi in #448
• Proofreading the sustainability section - fixing typos by @bilgeacun in #451
• 366 labs raspi support by @Mjrovai in #454
• First 9 chapters in correct format by @fatimajshah in #415
• Edit2 privacy security by @Sara-Khosravi in #453
• 455 Link for Video 3.1 on 3 DL Prime is broken by @profvjreddi in #458
• 457 Clean-up PR template by @profvjreddi in #459
• 449 Some notes on "Labs" by @profvjreddi in #462
• 452 Notes in "seeed/xiao_esp32s3/image_classification/image_classification.qmd" by @profvjreddi in #461
• 456 Other notes on labs by @profvjreddi in #460
• 463 2 notes and 2 warnings by @profvjreddi in #464
• privacy security changes- add few lines by @Sara-Khosravi in #472
• Including the Raspberry Pi SLM lab by @Mjrovai in #473
• Privacy & Security Update - Secure Boot Enhancements by @Sara-Khosravi in #478
• 475 Some notes in llm and other generic issues by @profvjreddi in #480
• rename images file name for privacy and security chapter figures by @AbenezerKb in #479
• 481 I was too hasty and drastic... by @profvjreddi in #487
• 485 Only 2 notes by @profvjreddi in #486
• 471 Go through all figures by @profvjreddi in #491
• 494 Split content into labs / core theory concepts by @profvjreddi in #495
• 492 Table empty in PDF by @profvjreddi in #496
• Add MLPerf Power to benchmarking by @aryatschand in #489
• 498 Some new issues by @profvjreddi in #499
• 474 Bad rendering for some links by @profvjreddi in #505
• 501 One section is mistakenly bold by @profvjreddi in #504
• 488 Problems about "Parts" by @profvjreddi in #503
• 506 TOC spacing is messed up -- too close to titles when section numbers are big in count by @profvjreddi in #507
• 510 Create a reading guide for learners by @profvjreddi in #511
• Edit security chapter f by @Sara-Khosravi in #516
• Final edit to Security Chapter - Today's Changes Only by @Sara-Khosravi in #515
• README updated with quarto rendering to EPUB by @vitasam in #517
• Student feedback Chapter 11 by @jasonjabbour in #518
• Chapter 12 Student Feedback by @jasonjabbour in #519
• 468 Rewrite introduction by @profvjreddi in #520
• Getting ready for major v0.3 release by @profvjreddi in #521
• Student Feedback Chapter 13 by @jasonjabbour in #522
• Student Feedback Chapter 15 by @jasonjabbour in #523
• Student Feedback Chapter 16 by @jasonjabbour in #526
• Student Feedback Chapter 19 by @jasonjabbour in #528
• Student Feedback Chapter 14 by @jasonjabbour in #527
• 531 A warning and a few typos by @profvjreddi in #532
• 536 Badge images not visible in pdf by @profvjreddi in #538
• 537 Sub-titles marked as normal text in bold by @profvjreddi in #539
• 549 typo "browserAchi" in socratiq.qmd by @profvjreddi in #550
• 482 Add Mobile ML section to ML Systems by @profvjreddi in #551
• Gen ai lab chapters by @Mjrovai in #547
• 554 Rewrite chapter 3 with a ML systems focus by @profvjreddi in #557
• Primer chapters review by @Mjrovai in #560
• Updated purpose for all chapters - first draft by @profvjreddi in #561
• 559 New chapter 4 - DL architectures -- MAJOR CHANGES by @profvjreddi in #564
• 563 Some points in ml_systems and dl_primer. by @profvjreddi in #565
• Update Chapter 17 Branch by @jasonjabbour in #566
• Add badge labels by @Naeemkh in #567
• 555 Figure 2.7 is not rendered correctly (dev version only) by @profvjreddi in #568
• Conclusion Revisions by @jasonjabbour in #573
• 570 Improve/rewrite chapter 5 by @profvjreddi in #574
• Chapter 18 (old chapter 17) Feedback Revisions by @jasonjabbour in #571
• 572 Bad link in \cs249r_book\index.qmd and others by @profvjreddi in #575
• 577 Notes in _quarto and in dnn_architectures.qmd by @profvjreddi in #578
• Preparing major v0.3.0 release by @profvjreddi in #579

New Contributors

• @emmanuel2406 made their first contribution in #293
• @jasonjabbour made their first contribution in #316
• @FinAminToastCrunch made their first contribution in #306
• @bilgeacun made their first contribution in #451
• @fatimajshah made their first contribution in #415
• @AbenezerKb made their first contribution in #479
• @aryatschand made their first contribution in #489

Full Changelog: v0.2.0...v0.3.0