This was a linguistic analysis project where the primary goal was not just to count words, but to evaluate the language, themes, and emotional tone of the children's show "Peppa Pig" (specifically, th
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In the last post, I used Claude Code with Kimi K2 to complete the Django web app layout optimization. One thing I wasn’t satisfied with was the pagination system on this Django blog. It used a numbere
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I originally used Jekyll, a straightforward static site generator, to build my blog. It was easy to set up and ideal for managing content in Markdown. However, it had its limitations: serv
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Effortless Coding with Claude Code and Kimi K2: Features, Pricing, and Setup Guide Recently Kimi K2 became one of the most popular model in HuggingFace, claimed its compatible with Claude Code
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Discover Kubernetes 1.33's In-Place Vertical Scaling. Learn how to resize pod CPU and memory on the fly without restarts, eliminating downtime and optimizing resource costs. Previously, adjusting t
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Managing cloud costs effectively, especially on AWS, is crucial. Wasted resources can easily inflate bills. This post introduces the AWS Cost Explorer MCP Server, a tool designed to simplify analyzing
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In a previous post - MLOps - Build a Oscar Best Picture Winner Model, I was able to establish a baseline model using a RandomForestClassifier to predict the Oscar for Best Picture. Thi
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In this post, we will continue to build a basic machine learning model to predict the Best Picture winner at the Academy Awards (Oscar). We will use our previous processed dataset that include
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After downloading a dataset from Kaggle about historical Oscar nominations and winners, it is time to move on to data cleansing and enrichment. The original data contained seven headers, b
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The Idea The 97th Academy Awards ceremony, presented by the Academy of Motion Picture Arts and Sciences (AMPAS), will take place on March 2, 2025, at the Dolby Theatre in Hollywood, Los Angeles.
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Here's a summary of the actions I took to delete an AWS account using an open source tool aws-nuke as it is at the end of free tier I donot need it anymore to aviod cost: 1. Install aws-
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Ray is an open-source framework designed for scalable and distributed ML workloads, including training, tuning, and inference. It provides a simple API for scaling Python applications across multiple
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