#machinelearning Development Tutorials & Tips | Roast Dev

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PREDICTION OF IRIS

Installed Key Python Libraries for Machine Learning Checking the version of the pip installed:PANDAS Importing pandas for the machine learning codeSKICIT-LEARNImporting skicit learn MATPLOTLI...

25.04.2025 0 Read More

Dockerizing a Python Machine Learning Model

In this blog, I’ll walk you through how to create a Python model using the Iris dataset, train it, and then Dockerize it for deployment. Dockerizing a model ensures portability and easy deployment, ...

25.04.2025 0 Read More

Iris Species Classification Using Random Forest in Python

Step 1: Setup & Run Iris Dataset in VS Code Open VS Code and create a new folder/project: Create a new Python file, e.g., iris.py. Paste this sample code in iris.py: Run your script in VS Code...

25.04.2025 0 Read More

Bayesian Regression Made Simple: Blending Fun, Learning, and Real-World Insight

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25.04.2025 0 Read More

Creating a Docker Image and Pushing to DockerHub for a Python ML App

In this post, I’ll walk through how I built a simple machine learning app using Python, packaged it into a Docker image, and then pushed that image to DockerHub. This setup makes it easy to run the ...

25.04.2025 0 Read More

Creating a Docker Image and Pushing to DockerHub for a Python ML App

25.04.2025 0 Read More

Open Source AI: The Double-Edged Sword Devs Can’t Stop Talking About

Hey devs, ever feel like Open Source AI is both your best friend and your worst enemy? You’re not alone. It’s a game-changer—handing you powerful tools for free—but it’s also a hacker’s pl...

25.04.2025 0 Read More

Neuromorphic Chips in 2025: A Developer's Guide to Brain-Inspired AI Hardware

Why Neuromorphic Chips Are the Future of AI The AI hardware landscape is undergoing a seismic shift. While GPUs dominated the 2020s, neuromorphic chips - processors that mimic the human brain...

25.04.2025 0 Read More

The Rise of Agentic AI in Software Development

Agentic AI is reshaping how software is built by thinking, deciding, and acting on its own.In our latest blog, we explore how this evolution moves us from reactive, prompt-based systems to intelligent...

25.04.2025 0 Read More

Blog - Research Paper

Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracy by Sandra García-Ponsoda, Alejandro Maté & Juan Trujillo (Computers in Biolog...

25.04.2025 0 Read More

PREDICTION OF IRIS

Dockerizing a Python Machine Learning Model

Iris Species Classification Using Random Forest in Python

Bayesian Regression Made Simple: Blending Fun, Learning, and Real-World Insight

Creating a Docker Image and Pushing to DockerHub for a Python ML App

Creating a Docker Image and Pushing to DockerHub for a Python ML App

Open Source AI: The Double-Edged Sword Devs Can’t Stop Talking About

Neuromorphic Chips in 2025: A Developer's Guide to Brain-Inspired AI Hardware

The Rise of Agentic AI in Software Development

Blog - Research Paper

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