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Embedded AI
PART I: FOUNDATIONS OF EMBEDDED AI
Chapter 1: Path to Embedded AI
Chapter 2: The Basics of Embedded Systems
Chapter 3: Applied Machine Learning in Embedded Projects
Chapter 4: Deep Learning
Chapter 5: Exploratory Data Analysis
PART II: WORKING WITH SENSORS AND DATA
Chapter 6: Smart Sensors
Chapter 7: IMU Data Preprocessing
Chapter 8: Sensor Fusion
PART III: BUILDING COMPLETE SYSTEMS
Chapter 9: Sensor Machine Learning
Chapter 10: Real-Time Audio Noise Suppression
Chapter 11: Build an AI MIDI Synthesizer
Chapter 12: Build a Hot Word Detection
Chapter 13: Build an Arduino Battery Monitor and Logging Shield
Epilogue: Where Do We Go Next?