Notes

Machine Learning

• Deep Learning Essentials
• Neural Network Equations
• Tensorflow {Load Data, 2.0, Lite, JS, Hub, Agent, Probability, Extended, C++ API}
• Edge TPU
• GANs
• BERT
• NLP
• ASR
• Reading papers
• Neural Structured Learning

Microcontroller

• STM32F103C8T6 Dev Board

Robotics

• Mechanical Design
• ROS 1.0
• ROS 2.0
• Control Theory

Computer Vision

• Camera Calibration
• Visual Odometry
• Aruco Marker
• Fundamental Matrix
• Segmentation

Simulation

• Structuring a Simulation
• Integrators
• Rigid Body Simulation
• Trajectory Generator
• PyBullet

Computer Graphics

• Vulkan
• OpenGL
• PyOpenGL
• Cyglfw 3
• EGL Offscreen Context

Android

• Camera X
• Speech Recognizer

Web

• HTTPS
• Setup Typescript React Project
• React
• Redux
• Calling a REST API
• Puppeteer
• Web Assembly
• Jest

Database

• SQLAlchemy Object Relational Mapper

C++

• Basics
• Template
• Standard Library
• CMake
• OpenMP
• GTest

Linux

• Bash

Python

• Automation
• Code snippets
• pybind11
• Matplotlib Examples

Algorithms

• Compiler