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Last Updated: Feb 07, 2025

2025 Changes

📅 Published on Feb 02, 2025

🔗 View Full Diff --- 20 files updated (2076 lines added, 1555 lines removed)

**Major Updates**
  • Benchmarking AI: +++-- (917 lines added, 785 lines removed)
  • Acknowledgements: +++--- (198 lines added, 198 lines removed)
  • Efficient AI: +++-- (130 lines added, 95 lines removed)
  • AI Training: +++-- (800 lines added, 403 lines removed)
**Minor Updates**
  • DNN Architectures: ++---- (2 lines added, 4 lines removed)
  • AI Frameworks: +++--- (2 lines added, 2 lines removed)
  • AI for Good: +---- (1 lines added, 3 lines removed)
  • Data Engineering: +---- (1 lines added, 3 lines removed)
  • DL Primer: +---- (1 lines added, 3 lines removed)
  • AI Acceleration: +---- (1 lines added, 3 lines removed)
  • Introduction: ++---- (8 lines added, 16 lines removed)
  • ML Systems: +---- (6 lines added, 13 lines removed)
  • On-Device Learning: +---- (1 lines added, 3 lines removed)
  • ML Operations: +---- (1 lines added, 3 lines removed)
  • Model Optimizations: +---- (1 lines added, 3 lines removed)
  • Security & Privacy: +---- (1 lines added, 3 lines removed)
  • Responsible AI: +---- (1 lines added, 3 lines removed)
  • Robust AI: +---- (1 lines added, 3 lines removed)
  • Sustainable AI: +---- (1 lines added, 3 lines removed)
  • AI Workflow: +---- (2 lines added, 6 lines removed)

📅 Published on Jan 28, 2025

🔗 View Full Diff --- 1 files updated (52 lines added, 52 lines removed)

**Minor Updates**
  • Acknowledgements: +++--- (52 lines added, 52 lines removed)

📅 Published on Jan 28, 2025

🔗 View Full Diff --- 16 files updated (4127 lines added, 2219 lines removed)

**Major Updates**
  • AI Training: +++-- (1711 lines added, 963 lines removed)
  • Efficient AI: ++++- (824 lines added, 411 lines removed)
  • AI Frameworks: +++-- (546 lines added, 306 lines removed)
  • AI for Good: ++++- (655 lines added, 298 lines removed)
**Minor Updates**
  • Acknowledgements: +++-- (83 lines added, 69 lines removed)
  • AI Acceleration: +++--- (1 lines added, 1 lines removed)
  • Model Optimizations: ++---- (2 lines added, 4 lines removed)
  • Painting Pots: ++++++ (2 lines added, 0 lines removed)
  • PhD Survival Guide: +++++ (73 lines added, 1 lines removed)
  • Introduction: +++--- (3 lines added, 3 lines removed)
  • Data Engineering: ++--- (94 lines added, 98 lines removed)
  • Object Detection: +++--- (2 lines added, 2 lines removed)
  • DNN Architectures: +++-- (17 lines added, 15 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • ML Systems: ++++- (91 lines added, 40 lines removed)
  • AI Workflow: ++++- (22 lines added, 7 lines removed)

📅 Published on Jan 17, 2025

🔗 View Full Diff --- 12 files updated (1976 lines added, 1477 lines removed)

**Major Updates**
  • DNN Architectures: +++-- (125 lines added, 120 lines removed)
  • AI Frameworks: +++-- (1556 lines added, 994 lines removed)
  • DL Primer: ++--- (116 lines added, 194 lines removed)
**Minor Updates**
  • Acknowledgements: +++-- (60 lines added, 59 lines removed)
  • Small Language Models (SLM): ------ (0 lines added, 2 lines removed)
  • Benchmarking AI: +++--- (1 lines added, 1 lines removed)
  • SocratiQ AI: +++-- (14 lines added, 9 lines removed)
  • ML Systems: +++--- (86 lines added, 86 lines removed)
  • Introduction: +++--- (3 lines added, 3 lines removed)
  • About the Book: ++++++ (1 lines added, 0 lines removed)
  • Vision-Language Models (VLM): +++--- (3 lines added, 3 lines removed)
  • Data Engineering: +++-- (11 lines added, 6 lines removed)

📅 Published on Jan 12, 2025

🔗 View Full Diff --- 5 files updated (221 lines added, 253 lines removed)

**Major Updates**
  • Data Engineering: +++-- (124 lines added, 107 lines removed)
**Minor Updates**
  • Acknowledgements: +++-- (63 lines added, 62 lines removed)
  • Introduction: ++--- (21 lines added, 22 lines removed)
  • ML Systems: +++++ (7 lines added, 1 lines removed)
  • AI Workflow: ----- (6 lines added, 61 lines removed)

📅 Published on Jan 11, 2025

🔗 View Full Diff --- 4 files updated (154 lines added, 103 lines removed)

**Minor Updates**
  • Acknowledgements: +++--- (56 lines added, 56 lines removed)
  • ML Systems: ++++- (95 lines added, 39 lines removed)
  • AI Workflow: ------ (0 lines added, 2 lines removed)
  • Data Engineering: ++---- (3 lines added, 6 lines removed)

📅 Published on Jan 11, 2025

🔗 View Full Diff --- 5 files updated (907 lines added, 535 lines removed)

**Major Updates**
  • Data Engineering: +++-- (686 lines added, 413 lines removed)
**Minor Updates**
  • Acknowledgements: +++--- (31 lines added, 31 lines removed)
  • Introduction: +++-- (95 lines added, 79 lines removed)
  • About the Book: +++++ (21 lines added, 2 lines removed)
  • SocratiQ AI: +++++ (74 lines added, 10 lines removed)

📅 Published on Jan 09, 2025

🔗 View Full Diff --- 8 files updated (56 lines added, 58 lines removed)

**Minor Updates**
  • Data Engineering: ------ (0 lines added, 2 lines removed)
  • AI Frameworks: ------ (0 lines added, 2 lines removed)
  • Acknowledgements: +++--- (31 lines added, 31 lines removed)
  • AI Acceleration: +++--- (5 lines added, 5 lines removed)
  • Responsible AI: +++--- (1 lines added, 1 lines removed)
  • AI Training: +++--- (1 lines added, 1 lines removed)
  • AI Workflow: +++--- (1 lines added, 1 lines removed)
  • Introduction: +++-- (17 lines added, 15 lines removed)

📅 Published on Jan 07, 2025

🔗 View Full Diff --- 5 files updated (254 lines added, 149 lines removed)

**Minor Updates**
  • Acknowledgements: +++--- (72 lines added, 72 lines removed)
  • Author's Note: +++--- (2 lines added, 2 lines removed)
  • DL Primer: ++++- (108 lines added, 51 lines removed)
  • DNN Architectures: ++++- (30 lines added, 11 lines removed)
  • Introduction: ++++- (42 lines added, 13 lines removed)

📅 Published on Jan 03, 2025

🔗 View Full Diff --- 7 files updated (38 lines added, 36 lines removed)

**Minor Updates**
  • Acknowledgements: +++--- (26 lines added, 26 lines removed)
  • Data Engineering: +++--- (1 lines added, 1 lines removed)
  • Introduction: +++--- (2 lines added, 2 lines removed)
  • ML Systems: +++--- (1 lines added, 1 lines removed)
  • SocratiQ AI: +++-- (6 lines added, 4 lines removed)
  • Conclusion: +++--- (1 lines added, 1 lines removed)
  • DNN Architectures: +++--- (1 lines added, 1 lines removed)

📅 Published on Jan 02, 2025

🔗 View Full Diff --- 4 files updated (66 lines added, 127 lines removed)

**Minor Updates**
  • Acknowledgements: +++--- (53 lines added, 53 lines removed)
  • DNN Architectures: ----- (5 lines added, 57 lines removed)
  • Generative AI: ------ (0 lines added, 9 lines removed)
  • Conclusion: +++--- (8 lines added, 8 lines removed)

📅 Published on Jan 01, 2025

🔗 View Full Diff --- 45 files updated (8282 lines added, 4753 lines removed)

**Major Updates**
  • Acknowledgements: +++--- (108 lines added, 108 lines removed)
  • AI Workflow: +++-- (835 lines added, 473 lines removed)
  • ML Systems: +++-- (614 lines added, 389 lines removed)
  • DNN Architectures: +++-- (954 lines added, 892 lines removed)
  • DL Primer: ----- (40 lines added, 405 lines removed)
  • About the Book: +---- (185 lines added, 377 lines removed)
  • Dl Architectures: +++++ (816 lines added, 64 lines removed)
  • Acknowledgements: +++-- (202 lines added, 188 lines removed)
  • Nn Primer: ++++- (551 lines added, 184 lines removed)
  • Nn Primer}: ----- (7 lines added, 707 lines removed)
  • Dl Primer New: ++++- (2181 lines added, 522 lines removed)
  • Vision-Language Models (VLM): ++++++ (1194 lines added, 0 lines removed)
**Minor Updates**
  • About the Book: +++++ (112 lines added, 4 lines removed)
  • Conclusion: +---- (9 lines added, 19 lines removed)
  • Robust AI: +---- (37 lines added, 92 lines removed)
  • Security & Privacy: +---- (7 lines added, 17 lines removed)
  • Author's Note: +++-- (76 lines added, 47 lines removed)
  • SocratiQ AI: +++--- (3 lines added, 3 lines removed)
  • Introduction: +++-- (18 lines added, 17 lines removed)
  • Preface: ++++++ (28 lines added, 0 lines removed)
  • References: ++++++ (4 lines added, 0 lines removed)
  • Acknowledgements: (0 lines added, 0 lines removed)
  • SocratiQ AI: (0 lines added, 0 lines removed)
  • Dnn Architectures}: (0 lines added, 0 lines removed)
  • AI for Good: ++++- (8 lines added, 2 lines removed)
  • Benchmarking AI: ++++-- (4 lines added, 2 lines removed)
  • Data Engineering: ++++- (9 lines added, 3 lines removed)
  • Efficient AI: ++++- (7 lines added, 3 lines removed)
  • AI Frameworks: +++-- (13 lines added, 9 lines removed)
  • AI Acceleration: +++++- (5 lines added, 1 lines removed)
  • On-Device Learning: +++++- (5 lines added, 1 lines removed)
  • ML Operations: +++++- (5 lines added, 1 lines removed)
  • Model Optimizations: +++++- (5 lines added, 1 lines removed)
  • Responsible AI: +++++- (5 lines added, 1 lines removed)
  • Sustainable AI: ++++- (8 lines added, 2 lines removed)
  • AI Training: +++-- (9 lines added, 5 lines removed)
  • DL Primer: ------ (0 lines added, 158 lines removed)
  • Dl Primer}: +++--- (2 lines added, 2 lines removed)
  • Ann Primer: +---- (2 lines added, 6 lines removed)
  • Ann Primer}: +++--- (1 lines added, 1 lines removed)
  • DL Primer: (0 lines added, 0 lines removed)
  • DL Primer: +++++ (159 lines added, 1 lines removed)
  • Overview: +++-- (17 lines added, 15 lines removed)
  • Raspberry Pi: +++-- (13 lines added, 9 lines removed)
  • SocratiQ AI: +++-- (24 lines added, 22 lines removed)

2024 Changes

📅 Published on Nov 19, 2024

🔗 View Full Diff --- 2 files updated (74 lines added, 65 lines removed)

**Minor Updates**
  • Acknowledgements: ++--- (59 lines added, 60 lines removed)
  • SocratiQ AI: ++++- (15 lines added, 5 lines removed)

📅 Published on Nov 19, 2024

🔗 View Full Diff --- 6 files updated (474 lines added, 331 lines removed)

**Major Updates**
  • Acknowledgements: +++--- (114 lines added, 114 lines removed)
  • SocratiQ AI: ++++- (230 lines added, 63 lines removed)
**Minor Updates**
  • Security & Privacy: ++--- (69 lines added, 103 lines removed)
  • AI for Good: +++-- (15 lines added, 11 lines removed)
  • Sustainable AI: ++++-- (12 lines added, 6 lines removed)
  • Responsible AI: +++--- (34 lines added, 34 lines removed)

📅 Published on Nov 16, 2024

🔗 View Full Diff --- 4 files updated (502 lines added, 106 lines removed)

**Major Updates**
  • Acknowledgements: ++++- (249 lines added, 55 lines removed)
  • About the Book: +++++ (212 lines added, 20 lines removed)
**Minor Updates**
  • Introduction: +++--- (1 lines added, 1 lines removed)
  • Responsible AI: +++-- (40 lines added, 30 lines removed)

📅 Published on Nov 15, 2024

🔗 View Full Diff --- 35 files updated (74 lines added, 162 lines removed)

**Minor Updates**
  • Responsible AI: +++-- (5 lines added, 3 lines removed)
  • ML Operations: +---- (30 lines added, 120 lines removed)
  • AI Workflow: +++--- (1 lines added, 1 lines removed)
  • Introduction: +++--- (5 lines added, 5 lines removed)
  • AI for Good: +++--- (1 lines added, 1 lines removed)
  • Benchmarking AI: +++--- (1 lines added, 1 lines removed)
  • Conclusion: +++--- (1 lines added, 1 lines removed)
  • Data Engineering: +++--- (1 lines added, 1 lines removed)
  • DL Primer: +++--- (1 lines added, 1 lines removed)
  • Efficient AI: +++--- (1 lines added, 1 lines removed)
  • AI Frameworks: +++--- (1 lines added, 1 lines removed)
  • AI Acceleration: +++--- (1 lines added, 1 lines removed)
  • ML Systems: +++--- (1 lines added, 1 lines removed)
  • On-Device Learning: +++--- (1 lines added, 1 lines removed)
  • Model Optimizations: +++--- (1 lines added, 1 lines removed)
  • Security & Privacy: +++--- (1 lines added, 1 lines removed)
  • Robust AI: +++--- (1 lines added, 1 lines removed)
  • Sustainable AI: +++--- (1 lines added, 1 lines removed)
  • AI Training: +++--- (1 lines added, 1 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • Keyword Spotting (KWS): +++--- (1 lines added, 1 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (1 lines added, 1 lines removed)
  • Object Detection: +++--- (1 lines added, 1 lines removed)
  • Setup: +++--- (1 lines added, 1 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • Small Language Models (SLM): +++--- (1 lines added, 1 lines removed)
  • Object Detection: +++--- (1 lines added, 1 lines removed)
  • Setup: +++--- (1 lines added, 1 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • Keyword Spotting (KWS): +++--- (1 lines added, 1 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (1 lines added, 1 lines removed)
  • Object Detection: +++--- (1 lines added, 1 lines removed)
  • Setup: +++--- (1 lines added, 1 lines removed)
  • DSP Spectral Features: +++--- (1 lines added, 1 lines removed)
  • KWS Feature Engineering: +++--- (3 lines added, 3 lines removed)

📅 Published on Nov 15, 2024

🔗 View Full Diff --- 86 files updated (3636 lines added, 1991 lines removed)

**Major Updates**
  • Introduction: +++-- (654 lines added, 350 lines removed)
  • Benchmarking AI: ++--- (121 lines added, 162 lines removed)
  • Contributors: +++--- (202 lines added, 202 lines removed)
  • Small Language Models (SLM): +++++ (1454 lines added, 136 lines removed)
**Minor Updates**
  • AI for Good: ----- (1 lines added, 13 lines removed)
  • Data Engineering: ----- (1 lines added, 13 lines removed)
  • DL Primer: ----- (1 lines added, 8 lines removed)
  • Efficient AI: ----- (1 lines added, 11 lines removed)
  • AI Frameworks: ----- (2 lines added, 14 lines removed)
  • AI Acceleration: ----- (1 lines added, 8 lines removed)
  • ML Systems: ----- (1 lines added, 10 lines removed)
  • On-Device Learning: ++--- (39 lines added, 50 lines removed)
  • ML Operations: ----- (2 lines added, 12 lines removed)
  • Model Optimizations: ----- (1 lines added, 10 lines removed)
  • Security & Privacy: +---- (9 lines added, 19 lines removed)
  • Responsible AI: ----- (1 lines added, 12 lines removed)
  • Robust AI: ----- (1 lines added, 11 lines removed)
  • Sustainable AI: ----- (1 lines added, 10 lines removed)
  • AI Training: +++--- (1 lines added, 1 lines removed)
  • AI Workflow: ----- (1 lines added, 10 lines removed)
  • Acknowledgements: +---- (1 lines added, 3 lines removed)
  • SocratiQ AI: ++++++ (84 lines added, 0 lines removed)
  • SocratiQ AI: +++--- (9 lines added, 9 lines removed)
  • LABS: +---- (32 lines added, 103 lines removed)
  • Overview: ++++++ (84 lines added, 0 lines removed)
  • About the Book: +++--- (67 lines added, 67 lines removed)
  • Case Studies: +++--- (8 lines added, 8 lines removed)
  • Community: +++--- (50 lines added, 50 lines removed)
  • Conventions: +++--- (68 lines added, 68 lines removed)
  • Copyright: +++--- (15 lines added, 15 lines removed)
  • Dedication: +++--- (7 lines added, 7 lines removed)
  • Author's Note: (0 lines added, 0 lines removed)
  • Front: +++--- (2 lines added, 2 lines removed)
  • Learning Resources: +++--- (46 lines added, 46 lines removed)
  • Summary: +++--- (3 lines added, 3 lines removed)
  • Tools: +++--- (46 lines added, 46 lines removed)
  • Zoo Datasets: +++--- (35 lines added, 35 lines removed)
  • Zoo Models: +++--- (1 lines added, 1 lines removed)
  • Acknowledgements: (0 lines added, 0 lines removed)
  • AI for Good: (0 lines added, 0 lines removed)
  • Benchmarking AI: (0 lines added, 0 lines removed)
  • Conclusion: (0 lines added, 0 lines removed)
  • Data Engineering: (0 lines added, 0 lines removed)
  • DL Primer: (0 lines added, 0 lines removed)
  • Efficient AI: (0 lines added, 0 lines removed)
  • AI Frameworks: (0 lines added, 0 lines removed)
  • Generative AI: (0 lines added, 0 lines removed)
  • AI Acceleration: (0 lines added, 0 lines removed)
  • Introduction: (0 lines added, 0 lines removed)
  • ML Systems: (0 lines added, 0 lines removed)
  • On-Device Learning: (0 lines added, 0 lines removed)
  • ML Operations: (0 lines added, 0 lines removed)
  • Model Optimizations: (0 lines added, 0 lines removed)
  • Security & Privacy: (0 lines added, 0 lines removed)
  • Responsible AI: (0 lines added, 0 lines removed)
  • Robust AI: (0 lines added, 0 lines removed)
  • Sustainable AI: (0 lines added, 0 lines removed)
  • AI Training: (0 lines added, 0 lines removed)
  • AI Workflow: (0 lines added, 0 lines removed)
  • AI for Good: +++--- (2 lines added, 2 lines removed)
  • Robust AI: ++--- (24 lines added, 26 lines removed)
  • Sustainable AI: ++++-- (4 lines added, 2 lines removed)
  • Responsible AI: +++--- (1 lines added, 1 lines removed)
  • Security & Privacy: +++-- (49 lines added, 44 lines removed)
  • ML Operations: +++-- (6 lines added, 4 lines removed)
  • On-Device Learning: +++-- (22 lines added, 16 lines removed)
  • Benchmarking AI: +++-- (31 lines added, 20 lines removed)
  • AI Acceleration: +++-- (21 lines added, 18 lines removed)
  • Nicla Vision: +++--- (6 lines added, 6 lines removed)
  • Image Classification: +++--- (36 lines added, 36 lines removed)
  • Raspberry Pi: +++--- (10 lines added, 10 lines removed)
  • Setup: +++--- (52 lines added, 52 lines removed)
  • Keyword Spotting (KWS): +++--- (6 lines added, 6 lines removed)
  • Setup: +++--- (12 lines added, 12 lines removed)
  • XIAO ESP32S3: +++--- (8 lines added, 8 lines removed)
  • Model Optimizations: +++-- (67 lines added, 48 lines removed)
  • Object Detection: +++--- (2 lines added, 2 lines removed)
  • Efficient AI: ++--- (6 lines added, 8 lines removed)
  • AI Training: +++-- (5 lines added, 3 lines removed)
  • AI Frameworks: +++-- (39 lines added, 26 lines removed)
  • Data Engineering: +++-- (32 lines added, 21 lines removed)
  • AI Workflow: +++-- (9 lines added, 7 lines removed)
  • DL Primer: +++-- (59 lines added, 41 lines removed)
  • ML Systems: +++-- (62 lines added, 41 lines removed)
  • Introduction: ++++- (10 lines added, 4 lines removed)
  • Keyword Spotting (KWS): +++--- (2 lines added, 2 lines removed)

📅 Published on Sep 20, 2024

🔗 View Full Diff --- 1 files updated (1 lines added, 1 lines removed)

**Minor Updates**
  • Introduction: +++--- (1 lines added, 1 lines removed)

📅 Published on Sep 20, 2024

🔗 View Full Diff --- 43 files updated (4718 lines added, 3227 lines removed)

**Major Updates**
  • Image Classification: +++++ (1553 lines added, 14 lines removed)
  • Setup: +++++ (606 lines added, 22 lines removed)
  • Data Engineering: ++--- (197 lines added, 246 lines removed)
  • AI Acceleration: +++-- (159 lines added, 114 lines removed)
  • Model Optimizations: ++--- (157 lines added, 203 lines removed)
  • AI Training: +++-- (271 lines added, 201 lines removed)
  • AI Frameworks: +++-- (270 lines added, 157 lines removed)
  • ML Operations: +++-- (145 lines added, 89 lines removed)
  • Security & Privacy: +++-- (150 lines added, 120 lines removed)
  • DSP Spectral Features: ------ (0 lines added, 623 lines removed)
  • Image Classification: ------ (0 lines added, 518 lines removed)
  • Robust AI: +++-- (121 lines added, 101 lines removed)
**Minor Updates**
  • DL Primer: +++-- (119 lines added, 70 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (19 lines added, 19 lines removed)
  • AI for Good: +++-- (29 lines added, 22 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (35 lines added, 35 lines removed)
  • Object Detection: +++--- (36 lines added, 36 lines removed)
  • Getting Started: ++++-- (28 lines added, 14 lines removed)
  • Object Detection: +++--- (5 lines added, 5 lines removed)
  • Setup: +++--- (6 lines added, 6 lines removed)
  • Image Classification: +++--- (11 lines added, 11 lines removed)
  • Raspberry Pi: +++++ (30 lines added, 1 lines removed)
  • Keyword Spotting (KWS): +++--- (4 lines added, 4 lines removed)
  • Introduction: ++--- (36 lines added, 40 lines removed)
  • Efficient AI: +++-- (95 lines added, 61 lines removed)
  • On-Device Learning: +++-- (109 lines added, 69 lines removed)
  • AI Workflow: ++++- (62 lines added, 30 lines removed)
  • Sustainable AI: +++-- (60 lines added, 56 lines removed)
  • Benchmarking AI: ++--- (42 lines added, 45 lines removed)
  • ML Systems: +++-- (65 lines added, 44 lines removed)
  • Object Detection: +++-- (71 lines added, 53 lines removed)
  • Conclusion: +++--- (8 lines added, 8 lines removed)
  • Image Classification: +++--- (55 lines added, 55 lines removed)
  • Keyword Spotting (KWS): +++--- (28 lines added, 28 lines removed)
  • Nicla Vision: +++--- (2 lines added, 2 lines removed)
  • Setup: +++--- (31 lines added, 31 lines removed)
  • LABS: +++-- (19 lines added, 10 lines removed)
  • Small Language Models (SLM): ++++++ (6 lines added, 0 lines removed)
  • XIAO ESP32S3: +++-- (12 lines added, 7 lines removed)
  • DSP Spectral Features: +++--- (21 lines added, 21 lines removed)
  • KWS Feature Engineering: +++--- (10 lines added, 10 lines removed)
  • Shared: +++--- (1 lines added, 1 lines removed)
  • Responsible AI: +++-- (34 lines added, 25 lines removed)

📅 Published on Sep 12, 2024

🔗 View Full Diff --- 7 files updated (1561 lines added, 86 lines removed)

**Major Updates**
  • Object Detection: +++++ (1481 lines added, 1 lines removed)
**Minor Updates**
  • Conclusion: +++--- (7 lines added, 7 lines removed)
  • ML Operations: +++--- (2 lines added, 2 lines removed)
  • AI for Good: +++-- (8 lines added, 6 lines removed)
  • Image Classification: +++--- (19 lines added, 19 lines removed)
  • Robust AI: ++--- (19 lines added, 27 lines removed)
  • Sustainable AI: +++-- (25 lines added, 24 lines removed)

📅 Published on Sep 06, 2024

🔗 View Full Diff --- 1 files updated (8 lines added, 10 lines removed)

**Minor Updates**
  • Responsible AI: ++--- (8 lines added, 10 lines removed)

📅 Published on Sep 04, 2024

🔗 View Full Diff --- 20 files updated (78 lines added, 82 lines removed)

**Minor Updates**
  • Introduction: +++--- (1 lines added, 1 lines removed)
  • Security & Privacy: +++--- (16 lines added, 16 lines removed)
  • AI for Good: +++--- (2 lines added, 2 lines removed)
  • Benchmarking AI: +++--- (4 lines added, 4 lines removed)
  • Conclusion: +++--- (1 lines added, 1 lines removed)
  • Data Engineering: +++--- (1 lines added, 1 lines removed)
  • DL Primer: ++--- (3 lines added, 5 lines removed)
  • AI Frameworks: +++--- (2 lines added, 2 lines removed)
  • AI Acceleration: ++--- (20 lines added, 22 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • KWS Feature Engineering: +++--- (1 lines added, 1 lines removed)
  • ML Systems: +++--- (2 lines added, 2 lines removed)
  • On-Device Learning: +++--- (2 lines added, 2 lines removed)
  • ML Operations: +++--- (7 lines added, 7 lines removed)
  • Model Optimizations: +++--- (3 lines added, 3 lines removed)
  • Responsible AI: +++--- (1 lines added, 1 lines removed)
  • Robust AI: +++--- (4 lines added, 4 lines removed)
  • Sustainable AI: +++--- (3 lines added, 3 lines removed)
  • AI Training: +++--- (3 lines added, 3 lines removed)
  • Efficient AI: +++--- (1 lines added, 1 lines removed)

📅 Published on Sep 02, 2024

🔗 View Full Diff --- 5 files updated (218 lines added, 179 lines removed)

**Minor Updates**
  • AI Acceleration: +++-- (61 lines added, 53 lines removed)
  • ML Systems: +++--- (2 lines added, 2 lines removed)
  • ML Operations: +++-- (82 lines added, 56 lines removed)
  • Setup: +++-- (44 lines added, 42 lines removed)
  • Image Classification: +++-- (29 lines added, 26 lines removed)

📅 Published on Aug 29, 2024

🔗 View Full Diff --- 5 files updated (1568 lines added, 34 lines removed)

**Major Updates**
  • Image Classification: +++++ (1532 lines added, 1 lines removed)
**Minor Updates**
  • ML Operations: ++--- (9 lines added, 11 lines removed)
  • LABS: +++-- (15 lines added, 8 lines removed)
  • On-Device Learning: ++--- (11 lines added, 13 lines removed)
  • KWS Feature Engineering: +++--- (1 lines added, 1 lines removed)

📅 Published on Aug 27, 2024

🔗 View Full Diff --- 10 files updated (225 lines added, 245 lines removed)

**Major Updates**
  • Model Optimizations: ++--- (99 lines added, 154 lines removed)
**Minor Updates**
  • Benchmarking AI: ++--- (16 lines added, 20 lines removed)
  • Efficient AI: +++-- (39 lines added, 23 lines removed)
  • AI Frameworks: ++++- (19 lines added, 8 lines removed)
  • Security & Privacy: +++--- (12 lines added, 12 lines removed)
  • ML Operations: ++--- (3 lines added, 5 lines removed)
  • LABS: ++++- (16 lines added, 7 lines removed)
  • XIAO ESP32S3: +++-- (11 lines added, 6 lines removed)
  • AI Acceleration: +++--- (8 lines added, 8 lines removed)
  • Sustainable AI: +++--- (2 lines added, 2 lines removed)

📅 Published on Aug 22, 2024

🔗 View Full Diff --- 6 files updated (14 lines added, 21 lines removed)

**Minor Updates**
  • LABS: ++---- (8 lines added, 16 lines removed)
  • Setup: ++++-- (2 lines added, 1 lines removed)
  • Raspberry Pi: +++--- (1 lines added, 1 lines removed)
  • AI for Good: +++--- (1 lines added, 1 lines removed)
  • AI Acceleration: +++--- (1 lines added, 1 lines removed)
  • Sustainable AI: +++--- (1 lines added, 1 lines removed)

📅 Published on Aug 21, 2024

🔗 View Full Diff --- 18 files updated (720 lines added, 1217 lines removed)

**Major Updates**
  • DSP Spectral Features: ------ (0 lines added, 623 lines removed)
  • Image Classification: ------ (0 lines added, 518 lines removed)
  • Setup: ++++++ (576 lines added, 0 lines removed)
**Minor Updates**
  • Model Optimizations: +++--- (18 lines added, 18 lines removed)
  • LABS: +++-- (22 lines added, 12 lines removed)
  • Getting Started: ++++- (27 lines added, 13 lines removed)
  • Image Classification: ++++++ (5 lines added, 0 lines removed)
  • Small Language Models (SLM): ++++++ (6 lines added, 0 lines removed)
  • Object Detection: ++++++ (4 lines added, 0 lines removed)
  • Raspberry Pi: ++++++ (29 lines added, 0 lines removed)
  • Data Engineering: +++--- (7 lines added, 7 lines removed)
  • AI Frameworks: +++--- (1 lines added, 1 lines removed)
  • AI Acceleration: +++--- (3 lines added, 3 lines removed)
  • On-Device Learning: +++--- (5 lines added, 5 lines removed)
  • ML Operations: +++--- (1 lines added, 1 lines removed)
  • Security & Privacy: +++--- (3 lines added, 3 lines removed)
  • AI Training: +++--- (12 lines added, 12 lines removed)
  • ML Systems: +++--- (1 lines added, 1 lines removed)

📅 Published on Aug 15, 2024

🔗 View Full Diff --- 3 files updated (3 lines added, 6 lines removed)

**Minor Updates**
  • AI Acceleration: +++--- (1 lines added, 1 lines removed)
  • ML Operations: +---- (1 lines added, 3 lines removed)
  • Security & Privacy: ++---- (1 lines added, 2 lines removed)

📅 Published on Aug 15, 2024

🔗 View Full Diff --- 22 files updated (363 lines added, 239 lines removed)

**Minor Updates**
  • Robust AI: +++--- (8 lines added, 8 lines removed)
  • ML Operations: +++-- (26 lines added, 16 lines removed)
  • Security & Privacy: +++-- (72 lines added, 45 lines removed)
  • AI Training: +++-- (70 lines added, 38 lines removed)
  • AI for Good: +++--- (2 lines added, 2 lines removed)
  • Benchmarking AI: +++--- (10 lines added, 10 lines removed)
  • Data Engineering: +++--- (10 lines added, 10 lines removed)
  • DL Primer: +++--- (8 lines added, 8 lines removed)
  • Efficient AI: +++--- (3 lines added, 3 lines removed)
  • AI Frameworks: +++--- (11 lines added, 11 lines removed)
  • AI Acceleration: ++++- (62 lines added, 29 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • Introduction: +++--- (4 lines added, 4 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)
  • ML Systems: +++--- (5 lines added, 5 lines removed)
  • On-Device Learning: +++-- (28 lines added, 15 lines removed)
  • Model Optimizations: +++--- (10 lines added, 10 lines removed)
  • Responsible AI: +++-- (20 lines added, 11 lines removed)
  • Sustainable AI: +++--- (7 lines added, 7 lines removed)
  • AI Workflow: +++--- (3 lines added, 3 lines removed)
  • Keyword Spotting (KWS): +++--- (1 lines added, 1 lines removed)
  • Image Classification: +++--- (1 lines added, 1 lines removed)

📅 Published on Aug 15, 2024

🔗 View Full Diff --- 3 files updated (188 lines added, 164 lines removed)

**Major Updates**
  • AI Training: +++-- (173 lines added, 152 lines removed)
**Minor Updates**
  • Efficient AI: +++-- (13 lines added, 10 lines removed)
  • AI Frameworks: +++--- (2 lines added, 2 lines removed)

📅 Published on Aug 06, 2024

🔗 View Full Diff --- 14 files updated (279 lines added, 279 lines removed)

**Minor Updates**
  • DSP Spectral Features: +++--- (21 lines added, 21 lines removed)
  • Image Classification: +++--- (49 lines added, 49 lines removed)
  • Image Classification: +++--- (49 lines added, 49 lines removed)
  • Keyword Spotting (KWS): +++--- (26 lines added, 26 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (32 lines added, 32 lines removed)
  • Object Detection: +++--- (34 lines added, 34 lines removed)
  • Setup: +++--- (30 lines added, 30 lines removed)
  • Image Classification: +++--- (2 lines added, 2 lines removed)
  • Keyword Spotting (KWS): +++--- (1 lines added, 1 lines removed)
  • Motion Classification and Anomaly Detection: +++--- (1 lines added, 1 lines removed)
  • Object Detection: +++--- (1 lines added, 1 lines removed)
  • Setup: +++--- (4 lines added, 4 lines removed)
  • DSP Spectral Features: +++--- (21 lines added, 21 lines removed)
  • KWS Feature Engineering: +++--- (8 lines added, 8 lines removed)

📅 Published on Aug 06, 2024

🔗 View Full Diff --- 27 files updated (1182 lines added, 810 lines removed)

**Major Updates**
  • AI Frameworks: +++-- (225 lines added, 133 lines removed)
  • Data Engineering: +++-- (217 lines added, 164 lines removed)
**Minor Updates**
  • ML Operations: +++-- (57 lines added, 33 lines removed)
  • Robust AI: +++-- (92 lines added, 64 lines removed)
  • AI Workflow: +++-- (93 lines added, 53 lines removed)
  • DL Primer: ++++- (82 lines added, 39 lines removed)
  • Security & Privacy: +++-- (78 lines added, 69 lines removed)
  • Image Classification: +++--- (4 lines added, 4 lines removed)
  • Image Classification: +++--- (4 lines added, 4 lines removed)
  • Setup: +++--- (1 lines added, 1 lines removed)
  • Object Detection: +++--- (1 lines added, 1 lines removed)
  • AI for Good: +++-- (7 lines added, 4 lines removed)
  • AI Acceleration: +++--- (11 lines added, 11 lines removed)
  • Keyword Spotting (KWS): +++--- (2 lines added, 2 lines removed)
  • On-Device Learning: +++-- (55 lines added, 33 lines removed)
  • Responsible AI: +++-- (6 lines added, 4 lines removed)
  • AI Training: +++-- (52 lines added, 35 lines removed)
  • Efficient AI: +++-- (69 lines added, 52 lines removed)
  • ML Systems: +++-- (48 lines added, 36 lines removed)
  • Model Optimizations: +++-- (58 lines added, 49 lines removed)
  • Nicla Vision: +++--- (2 lines added, 2 lines removed)
  • Shared: +++--- (1 lines added, 1 lines removed)
  • Benchmarking AI: +++--- (5 lines added, 5 lines removed)
  • XIAO ESP32S3: +++--- (1 lines added, 1 lines removed)
  • Sustainable AI: +++-- (9 lines added, 8 lines removed)
  • Introduction: +++--- (1 lines added, 1 lines removed)
  • Keyword Spotting (KWS): +++--- (1 lines added, 1 lines removed)

📅 Published on Jun 25, 2024

🔗 View Full Diff --- 1 files updated (1 lines added, 1 lines removed)

**Minor Updates**
  • DL Primer: +++--- (1 lines added, 1 lines removed)

📅 Published on Jun 20, 2024

🔗 View Full Diff --- 2 files updated (4 lines added, 5 lines removed)

**Minor Updates**
  • ML Systems: ++--- (2 lines added, 3 lines removed)
  • Shared: +++--- (2 lines added, 2 lines removed)

📅 Published on Jun 19, 2024

🔗 View Full Diff --- 58 files updated (6625 lines added, 2899 lines removed)

**Major Updates**
  • Benchmarking AI: +++-- (341 lines added, 332 lines removed)
  • Introduction: +++++ (199 lines added, 15 lines removed)
  • Image Classification: +++++ (547 lines added, 21 lines removed)
  • Image Classification: +++++ (388 lines added, 53 lines removed)
  • Keyword Spotting (KWS): +++++ (711 lines added, 70 lines removed)
  • Motion Classification and Anomaly Detection: +++++ (555 lines added, 63 lines removed)
  • Object Detection: +++++ (380 lines added, 28 lines removed)
  • Setup: +++++ (291 lines added, 55 lines removed)
  • KWS Feature Engineering: +++--- (149 lines added, 149 lines removed)
  • Kws Nicla: +++--- (373 lines added, 373 lines removed)
  • Motion Classify Ad: +++--- (412 lines added, 412 lines removed)
  • Niclav Sys: +++--- (311 lines added, 311 lines removed)
  • Object Detection Fomo: ------ (0 lines added, 313 lines removed)
  • DSP Spectral Features: ++++++ (619 lines added, 0 lines removed)
  • Object Detection Fomo: ++++++ (313 lines added, 0 lines removed)
**Minor Updates**
  • Data Engineering: +++-- (26 lines added, 24 lines removed)
  • AI Acceleration: +++-- (22 lines added, 18 lines removed)
  • Model Optimizations: +++--- (9 lines added, 9 lines removed)
  • Robust AI: +++-- (51 lines added, 48 lines removed)
  • Acknowledgements: +++++- (5 lines added, 1 lines removed)
  • AI for Good: +++-- (16 lines added, 14 lines removed)
  • Conclusion: +++--- (7 lines added, 7 lines removed)
  • DL Primer: ++--- (26 lines added, 27 lines removed)
  • Efficient AI: +++--- (8 lines added, 8 lines removed)
  • AI Frameworks: +++-- (41 lines added, 30 lines removed)
  • Image Classification: +++--- (17 lines added, 17 lines removed)
  • Keyword Spotting (KWS): +++-- (44 lines added, 32 lines removed)
  • Motion Classification and Anomaly Detection: +++-- (58 lines added, 50 lines removed)
  • Nicla Vision: +++-- (52 lines added, 41 lines removed)
  • Object Detection: +++-- (20 lines added, 16 lines removed)
  • Setup: +++-- (24 lines added, 18 lines removed)
  • Getting Started: ++++- (81 lines added, 20 lines removed)
  • KWS Feature Engineering: +++-- (45 lines added, 41 lines removed)
  • ML Systems: ++++- (108 lines added, 34 lines removed)
  • On-Device Learning: ++--- (20 lines added, 21 lines removed)
  • ML Operations: +++-- (28 lines added, 26 lines removed)
  • Security & Privacy: +++--- (17 lines added, 17 lines removed)
  • Responsible AI: +++-- (47 lines added, 45 lines removed)
  • Sustainable AI: +++-- (16 lines added, 13 lines removed)
  • AI Training: +++-- (46 lines added, 44 lines removed)
  • AI Workflow: +++-- (13 lines added, 12 lines removed)
  • DSP Spectral Features: +++++- (5 lines added, 1 lines removed)
  • XIAO ESP32S3: ++++- (34 lines added, 12 lines removed)
  • LABS: ++++- (115 lines added, 50 lines removed)
  • DSP Spectral Features: +++--- (1 lines added, 1 lines removed)
  • Shared: ++++++ (11 lines added, 0 lines removed)
  • Kws}: +++--- (1 lines added, 1 lines removed)
  • Motion Classification}: +++--- (1 lines added, 1 lines removed)
  • Object Detection}: +++--- (1 lines added, 1 lines removed)
  • Setup}: +++--- (1 lines added, 1 lines removed)
  • DSP Spectral Features: (0 lines added, 0 lines removed)
  • KWS Feature Engineering: (0 lines added, 0 lines removed)
  • Generative AI: +++--- (3 lines added, 3 lines removed)
  • Nicla Vision}: (0 lines added, 0 lines removed)
  • Xiao Esp32S3}: (0 lines added, 0 lines removed)
  • Xiao Esp32S3}: (0 lines added, 0 lines removed)
  • Arduino Niclavision: ++++++ (13 lines added, 0 lines removed)
  • Seeed Xiao Esp32S3: ++++++ (3 lines added, 0 lines removed)

📅 Published on Jun 11, 2024

🔗 View Full Diff --- 18 files updated (518 lines added, 204 lines removed)

**Minor Updates**
  • AI Acceleration: ++++- (39 lines added, 13 lines removed)
  • AI for Good: ++++- (34 lines added, 14 lines removed)
  • Benchmarking AI: +++-- (15 lines added, 9 lines removed)
  • Data Engineering: +++-- (24 lines added, 17 lines removed)
  • DL Primer: ++++- (41 lines added, 12 lines removed)
  • Efficient AI: ++++- (9 lines added, 3 lines removed)
  • AI Frameworks: +++-- (16 lines added, 10 lines removed)
  • ML Systems: ++++- (13 lines added, 6 lines removed)
  • On-Device Learning: ++++- (33 lines added, 12 lines removed)
  • ML Operations: +++++ (46 lines added, 9 lines removed)
  • Model Optimizations: ++++- (24 lines added, 11 lines removed)
  • Security & Privacy: ++++- (39 lines added, 16 lines removed)
  • Responsible AI: ++++- (18 lines added, 5 lines removed)
  • Robust AI: +++-- (25 lines added, 15 lines removed)
  • Sustainable AI: +++-- (14 lines added, 8 lines removed)
  • AI Training: ++++- (105 lines added, 34 lines removed)
  • AI Workflow: ++++- (10 lines added, 4 lines removed)
  • Generative AI: ++++- (13 lines added, 6 lines removed)

📅 Published on Jun 01, 2024

🔗 View Full Diff --- 19 files updated (401 lines added, 404 lines removed)

**Minor Updates**
  • AI for Good: +++--- (23 lines added, 23 lines removed)
  • Benchmarking AI: +++--- (21 lines added, 21 lines removed)
  • Data Engineering: +++--- (34 lines added, 34 lines removed)
  • DL Primer: ++--- (28 lines added, 30 lines removed)
  • AI Frameworks: +++--- (27 lines added, 27 lines removed)
  • AI Acceleration: +++--- (16 lines added, 16 lines removed)
  • ML Systems: +++--- (17 lines added, 17 lines removed)
  • On-Device Learning: +++-- (29 lines added, 28 lines removed)
  • ML Operations: +++--- (15 lines added, 15 lines removed)
  • Model Optimizations: +++--- (30 lines added, 30 lines removed)
  • Security & Privacy: +++--- (21 lines added, 21 lines removed)
  • Robust AI: ++--- (38 lines added, 40 lines removed)
  • Sustainable AI: +++--- (21 lines added, 21 lines removed)
  • AI Training: +++--- (39 lines added, 39 lines removed)
  • Efficient AI: +++-- (12 lines added, 11 lines removed)
  • Generative AI: ++---- (1 lines added, 2 lines removed)
  • Responsible AI: +++--- (10 lines added, 10 lines removed)
  • AI Workflow: +++--- (10 lines added, 10 lines removed)
  • Introduction: +++--- (9 lines added, 9 lines removed)

📅 Published on May 26, 2024

🔗 View Full Diff --- 29 files updated (9908 lines added, 8688 lines removed)

**Major Updates**
  • Model Optimizations: +++-- (174 lines added, 114 lines removed)
  • Robust AI: +++-- (5894 lines added, 4852 lines removed)
  • Conclusion: ++++- (307 lines added, 150 lines removed)
  • DL Primer: +++-- (167 lines added, 140 lines removed)
  • On-Device Learning: +++-- (215 lines added, 159 lines removed)
  • Sustainable AI: +++-- (238 lines added, 218 lines removed)
  • Efficient AI: +++-- (115 lines added, 106 lines removed)
  • Data Engineering: ++--- (212 lines added, 218 lines removed)
  • AI Training: +++-- (372 lines added, 276 lines removed)
  • AI Frameworks: +++-- (252 lines added, 248 lines removed)
  • ML Operations: +++-- (310 lines added, 276 lines removed)
  • Security & Privacy: +++-- (297 lines added, 266 lines removed)
  • Benchmarking AI: +++-- (247 lines added, 225 lines removed)
  • AI Acceleration: +++-- (300 lines added, 285 lines removed)
  • ML Systems: ----- (82 lines added, 456 lines removed)
  • Responsible AI: +++-- (126 lines added, 124 lines removed)
  • Embedded Ml: ----- (15 lines added, 306 lines removed)
  • Ml Systems}: +++++ (248 lines added, 21 lines removed)
**Minor Updates**
  • Acknowledgements: +++++ (37 lines added, 6 lines removed)
  • AI Workflow: +++-- (54 lines added, 52 lines removed)
  • AI for Good: +++-- (104 lines added, 80 lines removed)
  • Generative AI: +++--- (2 lines added, 2 lines removed)
  • Introduction: ++++- (49 lines added, 24 lines removed)
  • DSP Spectral Features: +++--- (5 lines added, 5 lines removed)
  • Image Classification: +++--- (10 lines added, 10 lines removed)
  • KWS Feature Engineering: +++--- (34 lines added, 34 lines removed)
  • Motion Classify Ad: +++--- (26 lines added, 26 lines removed)
  • Niclav Sys: +++--- (6 lines added, 6 lines removed)
  • Embedded Sys: ++++- (10 lines added, 3 lines removed)

📅 Published on Mar 21, 2024

🔗 View Full Diff --- 17 files updated (860 lines added, 374 lines removed)

**Minor Updates**
  • Data Engineering: +++-- (65 lines added, 36 lines removed)
  • AI for Good: ++++- (38 lines added, 15 lines removed)
  • Benchmarking AI: ++++- (40 lines added, 18 lines removed)
  • DL Primer: +++-- (48 lines added, 28 lines removed)
  • Efficient AI: +++++ (39 lines added, 5 lines removed)
  • Embedded Ml: ++++- (83 lines added, 31 lines removed)
  • Embedded Sys: +++-- (48 lines added, 37 lines removed)
  • AI Frameworks: ++++- (57 lines added, 25 lines removed)
  • AI Acceleration: +++++ (29 lines added, 3 lines removed)
  • On-Device Learning: ++++- (53 lines added, 22 lines removed)
  • ML Operations: ++++- (74 lines added, 22 lines removed)
  • Model Optimizations: +++-- (54 lines added, 32 lines removed)
  • Security & Privacy: ++++-- (44 lines added, 22 lines removed)
  • Responsible AI: ++++- (44 lines added, 21 lines removed)
  • Sustainable AI: ++++- (42 lines added, 19 lines removed)
  • AI Training: ++++- (61 lines added, 20 lines removed)
  • AI Workflow: ++++- (41 lines added, 18 lines removed)

📅 Published on Mar 12, 2024

🔗 View Full Diff --- 0 files updated (0 lines added, 0 lines removed)

📅 Published on Mar 12, 2024

🔗 View Full Diff --- 18 files updated (606 lines added, 290 lines removed)

**Minor Updates**
  • AI Acceleration: ++--- (21 lines added, 32 lines removed)
  • Niclav Sys: +++--- (6 lines added, 6 lines removed)
  • Embedded Ml: +++-- (53 lines added, 41 lines removed)
  • AI Frameworks: ++++- (66 lines added, 23 lines removed)
  • Data Engineering: ++++- (94 lines added, 34 lines removed)
  • AI for Good: ++++- (17 lines added, 6 lines removed)
  • Benchmarking AI: +++-- (32 lines added, 18 lines removed)
  • DL Primer: +++++ (25 lines added, 1 lines removed)
  • Embedded Sys: +++++ (21 lines added, 2 lines removed)
  • On-Device Learning: ++++- (23 lines added, 5 lines removed)
  • ML Operations: +++-- (47 lines added, 29 lines removed)
  • Security & Privacy: ++++- (29 lines added, 12 lines removed)
  • Responsible AI: +++++ (18 lines added, 1 lines removed)
  • Sustainable AI: +++-- (49 lines added, 34 lines removed)
  • AI Training: ++++- (22 lines added, 6 lines removed)
  • AI Workflow: ++++- (28 lines added, 13 lines removed)
  • Model Optimizations: ++++- (50 lines added, 22 lines removed)
  • Efficient AI: +++--- (5 lines added, 5 lines removed)

📅 Published on Feb 03, 2024

🔗 View Full Diff --- 8 files updated (35 lines added, 35 lines removed)

**Minor Updates**
  • Benchmarking AI: ++--- (3 lines added, 5 lines removed)
  • On-Device Learning: +++-- (8 lines added, 6 lines removed)
  • ML Operations: +++--- (1 lines added, 1 lines removed)
  • Security & Privacy: +++--- (4 lines added, 4 lines removed)
  • AI Acceleration: +++--- (3 lines added, 3 lines removed)
  • DL Primer: +++--- (1 lines added, 1 lines removed)
  • AI for Good: +++--- (4 lines added, 4 lines removed)
  • Sustainable AI: +++--- (11 lines added, 11 lines removed)

📅 Published on Feb 02, 2024

🔗 View Full Diff --- 14 files updated (310 lines added, 315 lines removed)

**Minor Updates**
  • AI for Good: +++-- (7 lines added, 6 lines removed)
  • AI Acceleration: ++--- (51 lines added, 59 lines removed)
  • ML Operations: +++-- (34 lines added, 24 lines removed)
  • Security & Privacy: +++--- (39 lines added, 39 lines removed)
  • Sustainable AI: ++--- (42 lines added, 44 lines removed)
  • Data Engineering: +++-- (18 lines added, 12 lines removed)
  • Responsible AI: ++--- (9 lines added, 10 lines removed)
  • Benchmarking AI: ++--- (31 lines added, 36 lines removed)
  • Model Optimizations: ++--- (34 lines added, 36 lines removed)
  • On-Device Learning: ++--- (27 lines added, 31 lines removed)
  • Embedded Sys: +++--- (1 lines added, 1 lines removed)
  • AI Training: +++--- (12 lines added, 12 lines removed)
  • Embedded Ml: +++--- (1 lines added, 1 lines removed)
  • DL Primer: +++--- (4 lines added, 4 lines removed)

📅 Published on Jan 02, 2024

🔗 View Full Diff --- 2 files updated (1 lines added, 3 lines removed)

**Minor Updates**
  • Niclav Sys: ------ (0 lines added, 2 lines removed)
  • AI Frameworks: +++--- (1 lines added, 1 lines removed)

2023 Changes

📅 Published on Dec 19, 2023

🔗 View Full Diff --- 1 files updated (135 lines added, 103 lines removed)

**Major Updates**
  • Model Optimizations: +++-- (135 lines added, 103 lines removed)

📅 Published on Dec 18, 2023

🔗 View Full Diff --- 3 files updated (43 lines added, 19 lines removed)

**Minor Updates**
  • Benchmarking AI: +++--- (2 lines added, 2 lines removed)
  • Sustainable AI: ++++- (35 lines added, 11 lines removed)
  • Model Optimizations: +++--- (6 lines added, 6 lines removed)

📅 Published on Dec 13, 2023

🔗 View Full Diff --- 1 files updated (1 lines added, 1 lines removed)

**Minor Updates**
  • AI Frameworks: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 13, 2023

🔗 View Full Diff --- 1 files updated (1 lines added, 1 lines removed)

**Minor Updates**
  • Efficient AI: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 12, 2023

🔗 View Full Diff --- 1 files updated (2 lines added, 2 lines removed)

**Minor Updates**
  • Benchmarking AI: +++--- (2 lines added, 2 lines removed)

📅 Published on Dec 12, 2023

🔗 View Full Diff --- 2 files updated (2 lines added, 2 lines removed)

**Minor Updates**
  • AI Training: +++--- (1 lines added, 1 lines removed)
  • Model Optimizations: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 12, 2023

🔗 View Full Diff --- 1 files updated (1 lines added, 1 lines removed)

**Minor Updates**
  • Model Optimizations: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 11, 2023

🔗 View Full Diff --- 0 files updated (0 lines added, 0 lines removed)

📅 Published on Dec 11, 2023

🔗 View Full Diff --- 10 files updated (18 lines added, 121 lines removed)

**Minor Updates**
  • DL Primer: ------ (0 lines added, 12 lines removed)
  • AI Training: ++++++ (6 lines added, 0 lines removed)
  • Generative AI: ----- (2 lines added, 61 lines removed)
  • Robust AI: ----- (2 lines added, 40 lines removed)
  • Benchmarking AI: +++--- (3 lines added, 3 lines removed)
  • Data Engineering: +++--- (1 lines added, 1 lines removed)
  • Embedded Ml: +++--- (1 lines added, 1 lines removed)
  • Embedded Sys: +++--- (1 lines added, 1 lines removed)
  • AI Acceleration: +++--- (1 lines added, 1 lines removed)
  • On-Device Learning: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 11, 2023

🔗 View Full Diff --- 10 files updated (36 lines added, 36 lines removed)

**Minor Updates**
  • Benchmarking AI: +++--- (4 lines added, 4 lines removed)
  • Data Engineering: +++--- (4 lines added, 4 lines removed)
  • Embedded Sys: +++--- (5 lines added, 5 lines removed)
  • AI Frameworks: +++--- (4 lines added, 4 lines removed)
  • AI Acceleration: +++--- (3 lines added, 3 lines removed)
  • Image Classification: +++--- (2 lines added, 2 lines removed)
  • Kws Nicla: +++--- (1 lines added, 1 lines removed)
  • Model Optimizations: +++--- (3 lines added, 3 lines removed)
  • Responsible AI: +++--- (9 lines added, 9 lines removed)
  • AI Workflow: +++--- (1 lines added, 1 lines removed)

📅 Published on Dec 11, 2023

🔗 View Full Diff --- 26 files updated (137 lines added, 32 lines removed)

**Minor Updates**
  • Efficient AI: ++++- (9 lines added, 3 lines removed)
  • AI Frameworks: +++++- (5 lines added, 1 lines removed)
  • Model Optimizations: +++-- (15 lines added, 11 lines removed)
  • AI Acceleration: +++-- (20 lines added, 17 lines removed)
  • AI for Good: ++++++ (4 lines added, 0 lines removed)
  • Benchmarking AI: ++++++ (4 lines added, 0 lines removed)
  • Data Engineering: ++++++ (4 lines added, 0 lines removed)
  • DL Primer: ++++++ (4 lines added, 0 lines removed)
  • DSP Spectral Features: ++++++ (4 lines added, 0 lines removed)
  • Embedded Ml: ++++++ (4 lines added, 0 lines removed)
  • Embedded Sys: ++++++ (4 lines added, 0 lines removed)
  • Generative AI: ++++++ (4 lines added, 0 lines removed)
  • Image Classification: ++++++ (4 lines added, 0 lines removed)
  • KWS Feature Engineering: ++++++ (4 lines added, 0 lines removed)
  • Kws Nicla: ++++++ (4 lines added, 0 lines removed)
  • Motion Classify Ad: ++++++ (4 lines added, 0 lines removed)
  • Niclav Sys: ++++++ (4 lines added, 0 lines removed)
  • Object Detection Fomo: ++++++ (4 lines added, 0 lines removed)
  • On-Device Learning: ++++++ (4 lines added, 0 lines removed)
  • ML Operations: ++++++ (4 lines added, 0 lines removed)
  • Security & Privacy: ++++++ (4 lines added, 0 lines removed)
  • Responsible AI: ++++++ (4 lines added, 0 lines removed)
  • Robust AI: ++++++ (4 lines added, 0 lines removed)
  • Sustainable AI: ++++++ (4 lines added, 0 lines removed)
  • AI Training: ++++++ (4 lines added, 0 lines removed)
  • AI Workflow: ++++++ (4 lines added, 0 lines removed)

📅 Published on Dec 10, 2023

🔗 View Full Diff --- 1 files updated (7 lines added, 7 lines removed)

**Minor Updates**
  • AI Training: +++--- (7 lines added, 7 lines removed)

📅 Published on Dec 10, 2023

🔗 View Full Diff --- 26 files updated (12807 lines added, 364 lines removed)

**Major Updates**
  • AI for Good: +++++ (208 lines added, 1 lines removed)
  • Benchmarking AI: +++++ (796 lines added, 11 lines removed)
  • Data Engineering: +++++ (436 lines added, 12 lines removed)
  • DL Primer: +++++ (239 lines added, 1 lines removed)
  • DSP Spectral Features: +++++ (636 lines added, 21 lines removed)
  • Embedded Ml: +++++ (278 lines added, 5 lines removed)
  • Embedded Sys: +++++ (393 lines added, 2 lines removed)
  • AI Frameworks: +++++ (708 lines added, 11 lines removed)
  • AI Acceleration: +++++ (1021 lines added, 12 lines removed)
  • Image Classification: +++++ (563 lines added, 49 lines removed)
  • Kws Nicla: +++++ (395 lines added, 26 lines removed)
  • Motion Classify Ad: +++++ (440 lines added, 32 lines removed)
  • Niclav Sys: +++++ (339 lines added, 30 lines removed)
  • Object Detection Fomo: +++++ (343 lines added, 34 lines removed)
  • On-Device Learning: +++++ (659 lines added, 13 lines removed)
  • ML Operations: +++++ (827 lines added, 9 lines removed)
  • Model Optimizations: +++++ (895 lines added, 41 lines removed)
  • Security & Privacy: +++++ (1072 lines added, 17 lines removed)
  • Responsible AI: +++++ (449 lines added, 5 lines removed)
  • Sustainable AI: +++++ (627 lines added, 10 lines removed)
  • AI Training: +++++ (932 lines added, 6 lines removed)
**Minor Updates**
  • Efficient AI: +++++ (179 lines added, 5 lines removed)
  • Generative AI: +++++ (72 lines added, 1 lines removed)
  • KWS Feature Engineering: +++++ (153 lines added, 8 lines removed)
  • AI Workflow: +++++ (97 lines added, 2 lines removed)
  • Robust AI: ++++++ (50 lines added, 0 lines removed)