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Hardware and Systems Engineering Design
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Theories & Concepts
Scalar vs. Vector Value
Positive vs. Negative Feedback
System Response & Stability
Dot Product vs Cross Product
Transformer Dot Convention
Maxwell Equation Teardown
Proximity Effect
Skin Effect
Fourier Transform vs. Lapace Transform
Linear Time Invariant System
Linearity vs. Flatness
Lorentz force
Lenz's Law
Hysteresis
Negative Resistance
Grounding
I/V Curve
Regulated vs Unregulated Output
Common Mode vs Differential Mode Signals
Transmission Line Effect
Transformer vs. Coupled Inductor
Independent and Identically Distributed Random Variables (i.i.d)
Signal Processing
Signal Analysis and Synthesis
Fourier Transform
Short Time Fourier Transform
FIR vs IIR Digital Filter
Cross-Correlation vs Auto-Correlation
Adaptive Filtering
Empirical Mode Decomposition
Basic Vector Space in Signal Processing
Time-Frequency Plot: Spectogram
Foundation of the Study of Linear Algebra and Functional Analysis
Essential Probability and Statistics
Set Theory
Linear and Nonlinear Spaces
Optimization- Primal and Dual
Vector Space Signal Processing
Machine Learning and Data Science
Maximum Likelihood Estimation (MLE)
Discriminative vs Generative Model
Convexity
Optmization
Linear Regression
Least Square
Design Fundamentals
EE Basics
Noise & Interference
Passives
Filters
Transistors
Analog Circuits
Digital Circuits
Mixed Signal Circuits
Signal Transmission
Signal Integrity and Power Integrity
Signal Integrity
Power Integrity
Power Electronics
IC Protections
Digital Communication Interface Basics
Low Speed
High Speed
Computer System Basics
Compute
Storage
Memory
Peripherals
Embedded System Basics
Micro-controller
Operating System
Realtime Processing
Standard System Software and Secure Boot
Secure Boot
Core Concepts in ARM Processor
ARM Basics
Interrupt Handling, Timers, and Security
Memory Management and System Start-up
Advanced System Architecture and Bus Protocols
Battery Basics
USB Charging Basics
Audio Basics
Acoustic
Audio Hardware
Audio Interfaces
RF Basics
RF Components
RF Fundamentals
wireless standards
Antenna Basics
Antenna Types
Principles and Characteristics
Connectivity Basics
Wireless Medium
Ethernet
EMC Basics
Immunity
Emission
Low Power Basics
Manufacturing Basics
PCB Manufacturing
Design for Manufacturability
Design for Assembly
Quality Assurance
Factory
Testing Basics
Mechnical Product Design Basics
Hardware Development Basics
Electrical System Architecture
Schematic Capture
PCB Design
Stackup
Floor Planning
Routing
Fabrification
Compliance Basics
Communication
Safety
Exporting and Importing
Hardware Revision Control
Digital Logics
Component Trade Study and Selection
System Design
What is Hardware System Design?
Hardware Software Partitioning
V model in Systems Engineering
EMC
Sensor System
Power System
Wireless System
Near Field Communication
Far Field Communication
Ethernet
Audio System
Audio Capture
Audio Playback
Digital System
Low Power Electronics
System Testing
System Verification and Validation
Hardware Readiness Tests
Digital System Validation
Power System Validation
Thermal
System Coexistence
RF Desense
Reliability
Environmental Reliability Test
Operational Reliability Test
Mechanical Reliability Test
Cosmetic Reliability Test
EMC Reliability Test
Tutorials
Clock Generation and Distribution
Power on Sequence
Selecting Crystal
AC Coupling/DC Blocking
Lane Bandwidth Calculation
System EE 101
Power Budget
Design for Signal Integrity
System Coexistence Matrix
LiDAR Time of Flight
Radar System Ambiguity Function
Product Development Process
Introduction to Product Development
Team Dynamics and Roles
Design Process
Development Cycle
Materials in House
In-House vs. Outsourced Manufacturing
Manufacturing Processes and Quality Control
Math for MLSP
Linear Algebra
Vector Space Method
Random Processes
Data Representation
Pattern Recognition
Robotics System
Imaging System
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