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Ganesh Kumar

I am tech enthusiast, IoT innovator, software developer.

How Cloud Computing Supports Sustainability

How Cloud Computing Supports Sustainability

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2 min read

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Running a 56M-Parameter LLM on Just Three ESP32 Boards

Running a 56M-Parameter LLM on Just Three ESP32 Boards

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4 min read
Understanding Cloud Manageability

Understanding Cloud Manageability

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3 min read
The Benefits of Security and Governance in the Cloud

The Benefits of Security and Governance in the Cloud

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2 min read
Cloud Computing Is Just npm install for Infrastructure

Cloud Computing Is Just npm install for Infrastructure

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9 min read
Reliability and Predictability in Cloud Computing

Reliability and Predictability in Cloud Computing

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3 min read
High Availability vs. Scalability in Cloud Computing: Why Both Matter

High Availability vs. Scalability in Cloud Computing: Why Both Matter

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3 min read
Understanding the Consumption-Based Model in Cloud Computing

Understanding the Consumption-Based Model in Cloud Computing

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4 min read
Understanding Cloud Computing Models: Public, Private, and Hybrid Cloud

Understanding Cloud Computing Models: Public, Private, and Hybrid Cloud

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3 min read
What is the shared responsibility model in cloud computing?

What is the shared responsibility model in cloud computing?

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3 min read
Understanding Multiple Input and Output Neural Network

Understanding Multiple Input and Output Neural Network

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3 min read
Understanding ReLU activation function for Neural Network

Understanding ReLU activation function for Neural Network

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1 min read
Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

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3 min read
Understanding Backpropagation: Chain Rule, SSR Gradients, and Weight Updates in Neural Networks

Understanding Backpropagation: Chain Rule, SSR Gradients, and Weight Updates in Neural Networks

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2 min read
How to calculate weights using gradient descent

How to calculate weights using gradient descent

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2 min read
Understanding Idea behind Full Backpropogation

Understanding Idea behind Full Backpropogation

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1 min read
Why Do Neural Networks Need the Chain Rule? How do we apply it?

Why Do Neural Networks Need the Chain Rule? How do we apply it?

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3 min read
Running OpenAPI Validation in GitHub Actions and Showing Findings in Pull Requests

Running OpenAPI Validation in GitHub Actions and Showing Findings in Pull Requests

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3 min read
What Is SARIF and How Does It Help Security Tools Work Together?

What Is SARIF and How Does It Help Security Tools Work Together?

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3 min read
Understanding Backpropagation: How Neural Networks Learn from Their Mistakes

Understanding Backpropagation: How Neural Networks Learn from Their Mistakes

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2 min read
Why can't we just use one storage technology for everything?

Why can't we just use one storage technology for everything?

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3 min read
From Linear Regression to Gradient Descent

From Linear Regression to Gradient Descent

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4 min read
Mathematical Intuition of Linear Regression

Mathematical Intuition of Linear Regression

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1 min read
Main Idea of Least Squares Method and Linear Regression

Main Idea of Least Squares Method and Linear Regression

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2 min read
The Beautiful Cube Series Identity That Looks Like Coincidence

The Beautiful Cube Series Identity That Looks Like Coincidence

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2 min read
Slope Intercept Form with Gradient Descent

Slope Intercept Form with Gradient Descent

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1 min read
Slope-Intercept Form equation

Slope-Intercept Form equation

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1 min read
Understanding Chain Rule

Understanding Chain Rule

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2 min read
Understanding Importance Derivation

Understanding Importance Derivation

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2 min read
How Calculations Happen in a Neural Network

How Calculations Happen in a Neural Network

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2 min read
Action Potentials in Neurons

Action Potentials in Neurons

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1 min read
Internal Architecture of Neural Networks

Internal Architecture of Neural Networks

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2 min read
Introduction to Neural Networks

Introduction to Neural Networks

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2 min read
Attention Is All You Need - Part 6

Attention Is All You Need - Part 6

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2 min read
Attention Is All You Need - Part 5

Attention Is All You Need - Part 5

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2 min read
How to Configure Nginx as an HTTPS Proxy Server?

How to Configure Nginx as an HTTPS Proxy Server?

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3 min read
Attention Is All You Need - Part 4

Attention Is All You Need - Part 4

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2 min read
Attention Is All You Need - Part 3

Attention Is All You Need - Part 3

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2 min read
Attention Is All You Need - Part 2

Attention Is All You Need - Part 2

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2 min read
Attention Is All You Need - Part 1

Attention Is All You Need - Part 1

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2 min read
Understanding Systemd.exec—Part 3: Disabling the COPY TO PROGRAM feature in Postgres.

Understanding Systemd.exec—Part 3: Disabling the COPY TO PROGRAM feature in Postgres.

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5 min read
Understanding Systemd.exec - Part 2: Solving Postgres Vulnerability.

Understanding Systemd.exec - Part 2: Solving Postgres Vulnerability.

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2 min read
Understanding Systemd.exec - Part 1: How to Secure Applications Running in Systemd?

Understanding Systemd.exec - Part 1: How to Secure Applications Running in Systemd?

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3 min read
How to Secure Nomad?

How to Secure Nomad?

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3 min read
How to Configure Nginx as a Proxy Server?

How to Configure Nginx as a Proxy Server?

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2 min read
How to Expose Localhost to the Public Using Nginx and SSH Tunnels

How to Expose Localhost to the Public Using Nginx and SSH Tunnels

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3 min read
How Do Smart Devices Perform Multiple Tasks?

How Do Smart Devices Perform Multiple Tasks?

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6 min read
How does SSH work and how can it be set up?

How does SSH work and how can it be set up?

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3 min read
How to Configure and Control Nginx?

How to Configure and Control Nginx?

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3 min read
How Nginx Architecture is Designed and How They Work

How Nginx Architecture is Designed and How They Work

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2 min read
How to Connect a DHT11 to a NodeMCU v2 board?

How to Connect a DHT11 to a NodeMCU v2 board?

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4 min read
Why is Nginx configuration organized as sites-available and sites-enabled?

Why is Nginx configuration organized as sites-available and sites-enabled?

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3 min read
How to use Task Scheduler in ESP8266?

How to use Task Scheduler in ESP8266?

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3 min read
How to perform multiple operations in the ESP8266?

How to perform multiple operations in the ESP8266?

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4 min read
How to Send Data from PainlessMesh to the Cloud Using MQTT in an ESP8266?

How to Send Data from PainlessMesh to the Cloud Using MQTT in an ESP8266?

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5 min read
How to send sensor data to a gateway using PainlessMesh in ESP8266?

How to send sensor data to a gateway using PainlessMesh in ESP8266?

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6 min read
How to Set Up MQTT With ESP8266?

How to Set Up MQTT With ESP8266?

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3 min read
How to Set Up PainlessMesh With a NodeMCUv2 (ESP8266) Board?

How to Set Up PainlessMesh With a NodeMCUv2 (ESP8266) Board?

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4 min read
How to use the DHT22 sensor with ESP8266?

How to use the DHT22 sensor with ESP8266?

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4 min read
What Do You Need to Know About the DHT22 Sensor Before Using It?

What Do You Need to Know About the DHT22 Sensor Before Using It?

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3 min read
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