ALSHARGI – Medium

ALSHARGI

ALSHARGI

Reducing FastText Model Size for Efficient CoreML Mobile App Performance

When it comes to using machine learning models in mobile applications, model size is a significant issue. One potential solution is to use…

4 min read21 hours ago

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Reducing FastText Model Size for Efficient CoreML Mobile App Performance

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ALSHARGI

Create Your Own Snake Game

The Snake game is a timeless classic that challenges players to control a growing snake as it moves around the screen, consuming food while…

3 min readJun 7, 2024

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Create Your Own Snake Game

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ALSHARGI

Translate Arabic to English with Helsinki-NLP Models

Using AI, we can easily translate Arabic to English. With tools like Hugging Face’s MarianMT, we take Arabic text, break it down, translate…

3 min readJun 2, 2024

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Translate Arabic to English with Helsinki-NLP Models

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ALSHARGI

Color-Coded Text Based on Similar Words

This script demonstrates how to color-code text based on word similarity using a pre-trained Word2Vec model from Gensim. It processes a…

5 min readMay 31, 2024

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Color-Coded Text Based on Similar Words

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ALSHARGI

Fine-Tuning Moroccan Dialects on GPT-2: LLM Moroccan

Using only 100 sentences as an example for fine-tuning GPT-2 for learning purposes.

4 min readMay 25, 2024

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Fine-Tuning Moroccan Dialects on GPT-2: LLM Moroccan

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ALSHARGI

Arabic NLP — Explain semantic predictions with LIME

Lime is a tool that helps explain how machine learning models make predictions. It breaks down complex models into understandable…

4 min readMay 24, 2024

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Arabic NLP — Explain semantic predictions with LIME

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ALSHARGI

Sentiment Analysis of Quran Text

Let us study the Quran text by checking the semantic type of each ayah. We will use the model “arabic-MARBERT-sentiment” from Hugging Face…

6 min readMay 22, 2024

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Sentiment Analysis of Quran Text

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ALSHARGI

LDA Topic Modeling of the Holy Quran Text

The Holy Quran, the central religious text of Islam, is a rich source of linguistic and thematic content. With over 1.6 billion Muslims…

3 min readMay 17, 2024

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LDA Topic Modeling of the Holy Quran Text

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ALSHARGI

Exploring Similar Holy Quran Verses Through TF-IDF, Cosine Similarity, and FastText Connections

In the sacred month of Ramadan, let’s embark on a modern journey of Quranic study. Leveraging the comprehensive text from Tanzil.net, we’ll…

8 min readMar 29, 2024

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Exploring Similar Holy Quran Verses Through TF-IDF, Cosine Similarity, and FastText Connections

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ALSHARGI

Discover Life’s Magic: A Whimsical Journey through Essential Virtues

Let’s dive into the realm of positivity with a twist of fun! We’ll explore the top 53 life concepts, assigning each letter a numerical…

5 min readMar 25, 2024

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Discover Life’s Magic: A Whimsical Journey through Essential Virtues

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ALSHARGI

ALSHARGI

Natural Language Processing & Data Engineer, Machine Learning, Swift for iOS, .NET, intelligent systems, and data-driven solutions.

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