Faiz Raza

Building Intelligence — AI & Data Thoughts by Muhammad Faiz Raza

Latest insights, tutorials, and practical guides on data science, machine learning, NLP, computer vision, and AI.

Quick Start with OpenAI MCP Client

Quick Start with OpenAI MCP Client

Complete step-by-step guide to getting started with the mcp-clients Python package using OpenAI. Learn how to set up Model Context Protocol client with OpenAI GPT models, understand MCP architecture, and build powerful AI applications with tool-calling capabilities in just a few minutes.

MCP
Jul 05
8 min
Quick Start with mcp-clients Python Package

Quick Start with mcp-clients Python Package

Complete step-by-step guide to getting started with the mcp-clients Python package. Learn how to set up Model Context Protocol clients with Gemini AI, understand MCP architecture, and build powerful AI applications with tool-calling capabilities in just a few minutes.

MCP
Jun 30
5 min
How to Deploy Docker Images to Cloud Run

How to Deploy Docker Images to Cloud Run

A simple, step-by-step guide to build, push, and deploy Docker images to Google Cloud Run using gcloud CLI and Cloud Build. This guide shows you how to take a Docker image you built locally and run it on Google Cloud Run. You will use the gcloud CLI, Cloud Build, and Artifact Registry. By the end, you’ll have a working containerized service on Cloud Run.

GCP
Jun 23
4 min
How to Install gcloud CLI and Initialize it in Ubuntu/Linux?

How to Install gcloud CLI and Initialize it in Ubuntu/Linux?

Complete step-by-step guide to installing and configuring Google Cloud CLI (gcloud SDK) on Ubuntu/Linux systems. Learn installation method, authentication setup, project configuration, essential commands, troubleshooting tips, and security best practices for managing Google Cloud Platform resources from your terminal.

GCP
Jun 22
4 min

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Data Science & AI insights, tutorials, and research.