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Author: Hitesh Jethva

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Hitesh Jethva is a regular contributor to the Atlantic.Net blog. With over 15 years of experience in Linux and open-source technologies, he founded Linux Buz, a website dedicated to Linux enthusiasts.

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How to Find Seasonality Patterns in Time Series Using Fourier Transforms on Ubuntu 24.04 GPU Server

Oct 7, 2025 by Hitesh Jethva

Time series data often shows repeating cycles, called […]
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How to Install and Use InvokeAI on Ubuntu 24.04 GPU Server

Oct 6, 2025 by Hitesh Jethva

InvokeAI is an advanced image generation toolkit built […]
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Analyze Tornado Data with Python and GeoPandas on Ubuntu 24.04 GPU

Oct 5, 2025 by Hitesh Jethva

Tornadoes are among the most destructive natural disasters […]
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How to Build a Linear Regression Model from Scratch on Ubuntu 24.04 GPU Server

Oct 4, 2025 by Hitesh Jethva

Linear regression is one of the most fundamental […]
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A Practical Guide to Train-Test Splits in Machine Learning on Ubuntu 24.04 GPU Server

Oct 3, 2025 by Hitesh Jethva

When building a machine learning model, one of […]
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How to Perform Image Classification with TensorFlow on Ubuntu 24.04 GPU Server

Oct 2, 2025 by Hitesh Jethva

Image classification is one of the most common […]
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How to Train OpenCLIP Models on a Ubuntu 24.04 GPU Server

Oct 1, 2025 by Hitesh Jethva

OpenCLIP is an open-source implementation of the CLIP […]
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How to Use TensorBoard to Monitor GPU Training Metrics in Real Time on Ubuntu 24.04 Server

Sep 30, 2025 by Hitesh Jethva

When you’re training deep learning models on a […]
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How to Profile and Debug GPU Performance for Machine Learning Models on Ubuntu 24.04 GPU Server

Sep 29, 2025 by Hitesh Jethva

When you train machine learning models on a […]
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How to Use Apache Arrow with GPU for Faster Data Loading on Ubuntu 24.04 Server

Sep 28, 2025 by Hitesh Jethva

Moving data to the GPU is often the […]
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How to Train CLIP Models on a Ubuntu 24.04 GPU Server for Image-Text Matching

Sep 27, 2025 by Hitesh Jethva

Imagine typing “a cat on a windowsill” and […]
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How to Train Transformers for Time Series Forecasting on a Ubuntu 24.04 GPU Server

Sep 26, 2025 by Hitesh Jethva

Time series forecasting has countless applications, from predicting […]
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Autoencoders Using Keras on Ubuntu 24.04 GPU Server

Sep 25, 2025 by Hitesh Jethva

Autoencoders are a special type of neural network […]
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Implementing Autoencoders from Scratch in PyTorch on Ubuntu 24.04 GPU Server

Sep 24, 2025 by Hitesh Jethva

Autoencoders are a special type of neural network […]
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Deploy LLMs Like Phi-3 on Ubuntu 24.04 GPU Server Using Ollama + WebUI

Sep 23, 2025 by Hitesh Jethva

Large Language Models (LLMs) like Phi-3 are changing […]
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Convert Tokenizer into a Flask API with Frontend on Ubuntu 24.04 GPU Server

Sep 22, 2025 by Hitesh Jethva

Tokenization is the first and most critical step […]
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How to Run a Tokenizer on Ubuntu 24.04 GPU Server for Faster NLP Processing

Sep 21, 2025 by Hitesh Jethva

In Natural Language Processing (NLP), raw text data […]
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Cartooning an Image using OpenCV on Ubuntu 24.04 GPU Server

Sep 20, 2025 by Hitesh Jethva

Have you ever wanted to turn a regular […]
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Anomaly Detection in Python with Isolation Forest on Ubuntu 24.04 GPU Server

Sep 19, 2025 by Hitesh Jethva

Anomalies are data points that deviate significantly from […]
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How to Train YOLOv5 on a Custom Dataset on Ubuntu 24.04 GPU Server

by Hitesh Jethva

Object detection is one of the most powerful […]
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