python Archives

How I Used AI to Teach Myself Python (No Coding Background Required)
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How I Used AI to Teach Myself Python (No Coding Background Required)

Edgar Joaquin Rodriguez2026-04-20T04:56:42+00:00

The problem: our education is not enough Companies today are aggressively hiring for AI and tech skills. The job postings are everywhere. But here is the uncomfortable truth: the education most of us received did not prepare us for this shift. I am currently taking Computer Engineering in college, but it's not coding-focused. I am about to finish my degree but still without the specific skills the market is demanding. I felt that gap every time I looked at a job listing. My solution: use AI to learn Python I did not enroll in a bootcamp. I did not buy [...]

How I Used AI to Teach Myself Python (No Coding Background Required)Edgar Joaquin Rodriguez2026-04-20T04:56:42+00:00

From Render to Revenue: Automating Your Creative Workflow with AWS and Python
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From Render to Revenue: Automating Your Creative Workflow with AWS and Python

Daniel Gerodias2026-04-11T03:32:23+00:00

As a content creator, your value lies in your vision, not in the three hours you spend renaming files, transcoding 4K footage into proxies, or manually uploading clips to five different social platforms. In the industry, we call the repetitive, soul-crushing tasks "undifferentiated heavy lifting." In this article, we’ll show you how to use Python and AWS Step Functions to build an automated pipeline that handles the "boring stuff," giving you more time to focus on the craft. The "Creative Bottleneck" Problem Most multimedia artists follow a manual path: Shoot/Generate: Create the raw assets. Organize: Manually rename IMG_9421.mp4 to Scene1_Take1.mp4. [...]

From Render to Revenue: Automating Your Creative Workflow with AWS and PythonDaniel Gerodias2026-04-11T03:32:23+00:00

How I Built My First RAG API with FastAPI, Free & Local
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How I Built My First RAG API with FastAPI, Free & Local

Ashley Nicole Santos2026-02-12T17:21:42+00:00

I've always been curious about how AI-powered tools actually work behind the scenes. How does ChatGPT know when to search the web? How do enterprise chatbots answer questions about company documents they've never "seen" before? The answer is RAG, and building one myslef turned out to be more accessible than I expected. This article documents my experience and a hands-on tutorial that walks you through creating your very first AI API. I'm sharing the context that they don't they teach you, the "why" behind each tool, and adjustments What makes this guide different: Beginner-friendly explanations of every buzzword and tool [...]

How I Built My First RAG API with FastAPI, Free & LocalAshley Nicole Santos2026-02-12T17:21:42+00:00

Kubernetes Development Workflow with GitHub Codespaces
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Kubernetes Development Workflow with GitHub Codespaces

Karen Pearl V. Pabilando2026-01-25T14:45:46+00:00

Setting up Kubernetes locally often becomes the most challenging part of learning it. Between installing Docker Desktop, configuring kubectl and Minikube, resolving version mismatches, and managing heavy resource usage, hours can be lost before a single workload is successfully deployed. There’s a better way to approach Kubernetes development without the overhead of local setup and maintenance. GitHub Codespaces provides a fully configured Kubernetes development environment that runs entirely in your browser. By removing local installations, dependency conflicts, and hardware constraints, it allows you to focus on understanding Kubernetes concepts and applying them in practice rather than troubleshooting your machine. In [...]

Kubernetes Development Workflow with GitHub CodespacesKaren Pearl V. Pabilando2026-01-25T14:45:46+00:00

AWS Lambda Managed Instances: Serverless Simplicity with EC2 Control
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AWS Lambda Managed Instances: Serverless Simplicity with EC2 Control

Cristieneil Ceballos2025-12-23T11:18:20+00:00

AWS Lambda Managed Instances marks a significant evolution in serverless computing. For years, standard Lambda was the default for running code without infrastructure management, but it offered limited control over the underlying hardware. This new capability changes that by combining serverless simplicity with Amazon EC2 flexibility. Announced at AWS re:Invent 2025, this feature enables Lambda functions to run on designated Amazon EC2 instances. You choose the hardware configuration, while AWS manages the infrastructure. This approach combines the simplicity of serverless with the control of dedicated resources. Comparing Compute Models: AWS Lambda vs. Amazon EC2 Previously, architects chose between [...]

AWS Lambda Managed Instances: Serverless Simplicity with EC2 ControlCristieneil Ceballos2025-12-23T11:18:20+00:00

Data Access Layer: The Database Peace Treaty
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Data Access Layer: The Database Peace Treaty

Rafael Miguel2025-10-25T07:26:07+00:00

What is the Data Access Layer (DAL)? The Data Access Layer (DAL) is more than just code; it's an architectural agreement that brings peace and stability to your application. By strictly separating your business logic from the messy details of data storage. DAL delivers huge benefits in two critical areas: Security and Portability.The DAL is an essential layer of code that acts as a secure and centralized abstraction between your business logic (what the application does) and your database (where the data lives). In short, the DAL handles the "how" of data persistence. Instead of writing raw SQL inside a [...]

Data Access Layer: The Database Peace TreatyRafael Miguel2025-10-25T07:26:07+00:00

Don’t Struggle with Kaggle: Build your First Data Science Project!
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Don’t Struggle with Kaggle: Build your First Data Science Project!

Dearah Mae Barsolasco2025-10-24T06:52:50+00:00

Are you a beginner wanting to start your very first data science or machine learning project, but don’t have the right hardware or enough storage capacity? Well, Kaggle is the perfect platform to start your journey! What is Kaggle? Kaggle is a powerful web-based platform that provides opportunities for data scientists/analysts and machine learning enthusiasts to collaborate with the community, find and publish datasets, and grow their skills through competitions. Why Kaggle? Just like Google Colab, this platform provides cloud-based notebooks so you can run your code directly without installing Python, Jupyter or other heavy dependencies/libraries. Kaggle also offers GPU [...]

Don’t Struggle with Kaggle: Build your First Data Science Project!Dearah Mae Barsolasco2025-10-24T06:52:50+00:00

Career Shift to Cloud Engineering: The Skills I’m Learning First
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Career Shift to Cloud Engineering: The Skills I’m Learning First

Franchesca Asignacion2025-09-20T12:04:51+00:00

When I first decided to shift my career to cloud engineering, I had zero tech background. I didn’t study IT, didn’t know programming, and felt completely lost when terms like Linux, Python, SQL, and GitHub started popping up everywhere. At first, I even questioned whether I could really do this. But here’s the truth: you don’t need to be a genius to learn cloud engineering. You just need curiosity, consistency, and the right tools to practice hands-on. For me, two resources made all the difference: TechKubo, which offers browser-based playgrounds for Linux, Python, and SQL, and Tutorials Dojo, which provides [...]

Career Shift to Cloud Engineering: The Skills I’m Learning FirstFranchesca Asignacion2025-09-20T12:04:51+00:00

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens)

Asi Guiang2025-07-09T15:12:24+00:00

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens) The Big Question: Can You Build AI Without Breaking the Bank? We asked ourselves a simple question: Can you build a chatbot without using any paid API at all? Most tutorials on AI chatbots start the same way: "First, grab your OpenAI API key and add your credit card..." But what if you don't have one? Or don't want to use one? Maybe you're a student on a tight budget. Maybe you're tired of hitting rate limits just when your chatbot gets interesting. Or maybe, just maybe, [...]

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens)Asi Guiang2025-07-09T15:12:24+00:00

Giving LLM Superpowers: The Magic of Model Context Protocol
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Giving LLM Superpowers: The Magic of Model Context Protocol

Rafael Miguel2025-05-22T16:03:46+00:00

Large Language Models (LLMs) are already incredibly powerful. They can generate human-like text, answer complex questions, and even write code. LLMs are great at creating content we can easily read and use but what if we could elevate them beyond just content creation? What if we could give them tools they could understand, use, and execute on their own? They would just need a simple description of the tools they have access to. Imagine giving your LLM superpowers, allowing it to do more by simply providing it with context about the tools you use and have. This isn't a futuristic [...]

Giving LLM Superpowers: The Magic of Model Context ProtocolRafael Miguel2025-05-22T16:03:46+00:00