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Blog Posts
Linux
A-to-Z Guide to Linux Terminal and System Administration
Essential Linux terminal commands and system administration concepts every professional needs to know — from server management to DevOps workflows.
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Artificial Intelligence
Step-by-Step GPT Model Coding
Coding GPT architecture from scratch: a detailed walkthrough of every component from embeddings to masked multi-head attention, feedforward layers, and residual connections.
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Artificial Intelligence
GPT Training Process: Data Sources and Techniques
A step-by-step breakdown of how a GPT model is trained, how datasets are prepared, and how the training loop is set up.
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Artificial Intelligence
Neural Networks from Scratch — 1: What Is a Neural Network?
Learn the fundamental components of artificial neural networks inspired by the human brain, forward and backward propagation processes, and a from-scratch Python implementation.
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Artificial Intelligence
DeepSeekV3: What Makes It Different?
The three key innovations that set DeepSeekV3 apart: 57x KV-cache reduction with MLA, Mixture of Experts balancing, and positional stability in long sequences with Adaptive RoPE.
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DevOps
Pulumi and Terraform: Modern IaC Approaches in Enterprise Infrastructure
Comparing Terraform's enterprise standard with Pulumi's developer-focused flexibility. Which should you choose and when?
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DevOps
End-to-End DevOps Pipeline with Terraform + Ansible + CI
Building a fully automated DevOps pipeline that provisions infrastructure, configures the server, and deploys the application with a single git push.
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Network & Security
What Is VMware NSX and Why Is It the Future of Modern Networks?
VMware NSX moves network virtualization, microsegmentation, and distributed firewalls to the software layer. Why is it indispensable for modern data centers?
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DevOps
Visualizing and Optimizing System Performance in Enterprise Infrastructure
Performance monitoring, visualization, and optimization strategies in enterprise infrastructure using Grafana, Zabbix, Prometheus, and AWS CloudWatch.
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