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AbirOumghar/README.md

Hi there 👋

I'm Abir Oumghar!

Welcome to my GitHub profile!

About Me

  • ⚡ I love Maths, Programming, Data science, and AI.
  • 🌱 I’m addicted to learning, creating, and sharing with others.
  • 🌍 Currently, I am a Data Science student.
  • 💞️ I’m looking to collaborate on maintaining and improving ML and Data Science/Engineering projects.

How to Reach Me 📫

Feel free to contact me for any information or collaboration!

Abir's GitHub Banner

     o o                                           
     | |                                           
    _L_L_                                          
 ❮\/__-__\/❯ Programming isn't about what you know 
 ❮(|~o.o~|)❯ It's about what you can figureout 😉  
 ❮/ \`-'/ \❯                                       
   _/`U'\_                                        
  ( .   . )     .----------------------------.     
 / /     \ \    | while( ! (succeed=try() ) ) |    
 \ |  ,  | /    '----------------------------'     
  \|=====|/                                        
   |_.^._|                                         
   | |"| |                                         
   ( ) ( )   Testing leads to failure              
   |_| |_|   and failure leads to understanding

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  1. MNIST-SemiSupervised-PseudoLabels MNIST-SemiSupervised-PseudoLabels Public

    A deep dive into optimizing MNIST digit predictions using semi-supervised learning with just 100 labeled samples. Utilizes pseudo-labels to bridge the gap between labeled and unlabeled data, levera…

    Jupyter Notebook 1

  2. SupervisedLearning-BankingAndRelationalAnalysis SupervisedLearning-BankingAndRelationalAnalysis Public

    This repository explores the application of supervised learning techniques to two key domains: banking credit data and relational datasets (Cora, CiteSeer, PubMed). It aims to tackle real-world cha…

    Jupyter Notebook

  3. ChemNLP-MaterialsAnalysis ChemNLP-MaterialsAnalysis Public

    🔍 ChemNLP-MaterialsAnalysis: Enhancing materials chemistry research with advanced NLP. Key features: 📚 Integrates with arXiv & PubChem datasets 🤖 Applies BERT embeddings & ML clustering (KMeans, t-…

    Jupyter Notebook

  4. BigData-KMeans-Explorations BigData-KMeans-Explorations Public

    Explorations of k-means clustering for Big Data, featuring sequential, streaming, and distributed implementations tailored for scalability and efficiency.

    Jupyter Notebook

  5. EnergyClusterAnalytics EnergyClusterAnalytics Public

    EnergyClusterAnalytics 🌟 is an academic project that showcases the power of unsupervised learning in analyzing residential electricity consumption 📈. Utilizing PCA, clustering, and Binary Segmentat…

    Jupyter Notebook 1

  6. Dimensionality-Reduction-Analysis Dimensionality-Reduction-Analysis Public

    A scholarly Python endeavor examining PCA, TSNE, UMAP impacts on PubMed data clustering 📈, with BBC News/Web Content as optional datasets. It scrutinizes dimensionality reduction's influence on K-m…

    Jupyter Notebook 1