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Tech Explore

CICD
Overview
Testing
GitHub Actions
Deploy with Heroku (REST API)
Docker
Introduction
DockerHub and Dockerfile
Python Docker Container
Flask API Docker
Cuda PyTorch Tensorflow
Terraform
Basic Commands with AWS Vault
EC2 with Security Group
Rest-API with API Gateway and Lambda
Unity and Blender
Unity Installation
Unity Basics
ML-Agents Training
Blender Installation
Blender Techniques
Blender URDF
Rigging and Weight Painting
More Blender
Web Development
Binder and nbinteract
nbinteract only widget
Jupyter nbviewer
Separate Browse Button and Text
Image Preview
Resizeable Textbox
Sketchfab Lazy Embedding
Sketchfab Threejs
Media Query
Icons
Form Data to Google
More about Javascript
More about Bootstrap
Node Best Practices
PHP Basics
SocketIO
Host Website
App Store
React
React Github
React Basics
Hooks 1: useState useReducer
Hooks 2: useEffect useLayoutEffect
Hooks 3: useMemo useCallback
Hooks 4: useRef
Redux
React Follow-ups
Database
Overview
SQL Syntax
More SQL
MariaDB Introduction
PostgreSQL and pgadmin Installation
DBeaver Installation
SQL Alchemy
PLpgSQL
Neo4j
NoSQL
Ubuntu
Installation
Linux Root File Structure
VI VIM and NeoVIM
Troubleshooting
Set up development environment
Virtual Environment
Git
systemd autossh nginx
dig ifconfig nmap netstat
mqtt
apache2
OpenVPN
SSH Server
Ubuntu 16.04 VNC
Display GUI
Customization
Storage Management
Google Drive
Airflow
Kubernetes and Kubeflow
Windows PowerShell and Command Prompt
Set up development environment
Win10 SSH Server
Manage VMs
Ubuntu 18.04 VNC
Batch Script and Task Scheduler
gcc python install
MacOS
Set up development environment
AWS setup
Jenkins setup
R setup
Robot Operating System
Installation
Connections to Arduino and Pi
Kinetic ROS and Gazebo 9
ROS packages
ROS Sim Basic 1
ROS Node
ROS Create Wall Gazebo
ROS Gazebo Models
Basic URDF
Sim Camera
Sim Camera CV2
Inertia Calculator
Sim 2 Wheels
ROS CheatSheet
LXC and LXD
Introduction
.NET framework
Introduction
Dotnet CLI
Nuget package manager
fritzing
Inkscape New Part
Breadboard Sketch
Turtlebot
Turtlebot3 Parts
Simulation
Camera SLAM remote
Hadabot
Hadabot Parts
Robot Dog
Pi by Ubuntu and RDP
Reset Python
Interfaces and Installation
COEX Drone
COEX Clover Parts
Format SD Cards
Flash Raspberry Pi
QGndCtrl and PX4 Configure
Setting up Raspi
QGndCtrl over Wifi AND Sensor calibration
RC setup
Flight Mode and Power setup
Failsafe configuration
System Check
Takeoff Trials
Takeoff Practice
Tello Drone
Drone Parts Analysis
Electronics
Raspi Setup
Parts
Pin Table
BLDC Motor
Computer Parts
Air Cooling PC
Liquid Cooling PC
Laptop Maintanence
NodeRed
Introduction
SSH Client Nodes
Exec Node
HTTP Nodes
Automatic Email
MQTT
Mysql Node
Internet Of Things
ESP32 Camera
ESP32 Database and Chart
IoT Follow-ups
Amazon Web Services
S3 Setup
S3 Static Website
S3 CloudFront
Elastic IP
EC2 Setup
Route 53
Amazon Certificate Manager
Elastic Block Store
EC2 Wordpress
EC2 with VSCode
GoDaddy to EC2
API GateWay and Lambda
Elastic Beanstalk
Cognito
Additional Readings
Networking
DHCP
NAT
DNS and DDNS
Port Forwarding
IP and MAC addresses
HTTP HTTPS SSL
TCP and UDP
Firewall
Authentication
Infrastructure
DDNS Website
DDNS RDP and SSH
PiVPN
SSH Tunneling
Pi Wifi Adaptor
Hypervisor and Container
GPU-PT
vGPUs
Cyber Security
Ethical Hacking
Stealth Mode
Hide Files
Password Cracking
Protection
Google Footprints
SQL Injection
MiTM Attack
Phishing Attack
Attack Resources
Visualizations
Map
Geopandas, geoplot and shapely
To-Do
Lists

Articial Intelligence

LaTex
Equations
Data
Data Collection
Soup
Selenium
Annotation
Augmentation
Parallel Computing
Hadoop Spark with Pi Cluster 1
Hadoop Spark with Pi Cluster 2
Hadoop Spark with Pi Cluster 3
Hadoop Spark with Pi Cluster 4
PySpark
Singularity and Slurm
OpenMPI
Probabilistic Machine Learning
Bayesian Inference
Kalman Filter
Gaussian Process Intro
EM clustering
EM hmm
Deep Learning
Backpropagation Proof
GANs
Neural Network packages
Features Sharing
Local Interpretable Model-agnostic Explanations
Faster RCNN
VAEs
Extra Readings
Reinforcement Learning
Introduction
Multi-Arm Bandit
Markov Decision Processes
Policy Iteration
Value Iteration
Monte Carlo Methods
On/Off Policy
Importance Sampling
SARSA
Q-Learning
Deep Convolutional Q-Learning
Twin Delayed DDPG
Computer Vision
OpenCV C++ Installation
TODO List
Calibration
Computing in Medicine
Optical Flow
Arm-Camera Calibration
Augmented Reality
Mesh2Vox
Point Cloud
Graph Inference
Graph Introduction
Recommedation System
Introduction
Bayesian Approach
Page Rank
Collaborative Filtering
Matrix Factorization
Algorithms
TODO List
Natural Language Processing
Introduction
Regular Expression
Spacy
Finite State Machine
Chatbot
Attention Mechanism

Maths, Physics and Computer Science

Jensen's Inequality
Integral of Gaussian
2D Homography
Fourier of Conv
Quaternions
Master Method
Data Structure
Pointers
Thread and Process
Memory Management

Economics, Finance and Business

Terminology
Notes 1
Notes 2
Limited Companies
Forex Market
Notes 3