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Theory of Computation:

Algorithms

Distributed Algorithm

Evolutionary Algorithms

Parallel Algorithms

Recursion Algorithms

Serial/Sequential Algorithm

Automata Theory

Formal Language

Theory of Computation

Problems - Computation

Decision Problems - Common Algorithms

Optimization Problems - Common Algorithms

Search Problems - Common Algorithms

Topics an Papers of interest

Loss function

Electricity & Energy

Electronics & Automation

Micro_controllers

STM32 Make process

Atmega

Actual Arduino Make

Convenient Arduino Makefile

Mechanics & Metal Trade

Mining & Extraction

Information and Communication Technologies(ICT)

Data Science

Data Cleaning and Pre-processing

Data Loading and Storage

Data Mining

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Problem Definition

Stream_processing

Apache Kafka

RabbitMQ

Database Management Systems

Index

Graph DBs

Relational Database Management System

Database Security

PostgreSQL

Quality of RDBMS implementations

SQLite vs Pandas comparison

Networks

Physical Layer(OSI Layer 1)

Radio

Radio Detection and Ranging

Antennas

Data Link Layer(OSI Layer 2)

Network Layer(OSI Layer 3)

Index

Advanced Message Queueing Protocol(AMQP)

Domain Name System

Emailing Protocols(SMTP/IMAP/POP3)

GraphQL

Google Remote Procedure Calls(gRPC)

HTTP

Message Queueing Telemetry Transfer(MQTT)

Representational State Transfer(REST)

Simple Object Access Protocol(SOAP)

WebRTC

WebSockets

OSI Model

Software Engineering

Product Lifecycle Management

Scaled Agile Framework

Artificial Intelligence

Generative AI

Generative AI

Model Context Protocol

Retrieval Augmented Generation

Prompt Engineering with ChatGPT

Genai_automation

GenAI Prompts

Narrow

Machine learning

Large Language Model Operations

Machine Learning Operations(MLOps)

Axioms

Deep_learning

Sensory

Audio Processing

Fourier Tranform

Computer Vision

Natural Language Processing

Architect

Software architecture patterns

The Twelve-Factor App

CAP Theorem

Resilience Pattern

Togaf

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Amazon Web Services

AWS Architect Certification details

Billing and Cost Management Dashboard

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AWS databases

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Serverless Development

AWS Storage SServices

Configuration Management

Design Patterns(software)

Design Thinking

E-Mailing

Software Frameworks

Frameworks used for REST

Drogon(C/C++)

Resilience Frameworks

Resilience4J

REST using Spring Boot

Middleware softwares

Gateway Middlewares

NGINX

Message-Oriented Middleware

Apache Kafka

Redis

Remote Procedure Calling

Google RPC(gRPC)

Java - Remote Method Invocation

Packaging

Cargo - Rust package Manager

Conan - C/C++ Package Manager

Maven - Java Package Manager

NPM - Package Manager for NodeJS

Pip - Python Package Manager

High Powered Computing

NVIDIA

Accelerated Computing with CUDA on C/C++

NVIDIA Data Center

Observability

Dynatrace

ElsaticSearch

Monitoring

Software Operations

Containers

Containerd

Docker

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OS

Device Drivers

Index

Device Drivers in Linux

Practical Setups

Setting Up a Git Server with SSH Key-Based Access

Retail - A setup guide

Apache Spark for Data Management

Principles in Software Engineering

Introduction to Programming Languages

C(++)

Packaging C/C++ codebases

Progressive Programming Language Exercises

Java

Java Libraries

Spring

Vaadin

JavaScript

React JS

Python

OpenCV (cv2)

Frameworks & Tools for Python to C/C++ Integration

NumPy

Packaging in Python

PyTorch

PyTorch Lightning

Requests

Seaborn

SQLAlchemy

R

Types

Random numbers in R

Quality Models

Representation of Software and related components

Security in Softwares

Layer 6

OpenSSL

Transport Layer Security(TLS)

Statistics

Permutations and combinations

Probability

Statistical Analysis

Statistical Modelling

Linear_regressions

Main

Monte_carlo

Monte Carlo

Todo

Statistical Testing

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