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ahmadizza/README.md

Hi, I'm Ahmad Izza 👋

I am a 7th-semester Mathematics student specializing in Data Science, with experience in data analysis, machine learning, and deep learning. I enjoy working with real-world datasets, turning raw information into insights through exploratory analysis, modeling, and clear data storytelling. I have completed various academic, research, and competition projects using Python, SQL, and analytical tools.

I am currently developing my skills in NLP, deep learning, and statistical modeling, and I aim to pursue a career as a data analyst, data scientist, or researcher in data-driven environments.

Skills 🛠️

Data & Machine Learning

Data Cleaning · Exploratory Data Analysis · Data Visualization · Statistical Analysis · Machine Learning (Classification, Regression) · Deep Learning (CNN, RNN, LSTM) · NLP (Text Preprocessing, Sentiment Analysis)

Mathematics & Statistics

Probability · Multivariate Statistics · Mathematical Modeling · Categorical Data Analysis

Soft Skills

Analytical Thinking · Problem Solving · Communication · Teamwork · Time Management

Tech Stack Overview 💻

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  1. Convolutional-Neural-Network-CNN-for-CIFAR-10-Classification Convolutional-Neural-Network-CNN-for-CIFAR-10-Classification Public

    A deep learning project that builds and evaluates Convolutional Neural Network (CNN) models for classifying CIFAR-10 images, compares a custom CNN with ResNet-18, and applies hyperparameter tuning …

    Jupyter Notebook

  2. Noise-Robust-Sequence-Prediction-RNN-vs-LSTM Noise-Robust-Sequence-Prediction-RNN-vs-LSTM Public

    A comparative experiment between RNN and LSTM models to evaluate their ability to perform noise-robust sequence prediction. The project tests short-term vs long-term memory by reconstructing clean …

    Jupyter Notebook

  3. Property-Market-Analysis-EDA-Jabodetabek Property-Market-Analysis-EDA-Jabodetabek Public

    Exploratory Data Analysis (EDA) of residential property listings across five major Jabodetabek cities—Jakarta, Depok, Tangerang, Bogor, and Bekasi. The project examines data quality, pricing patter…

    Jupyter Notebook

  4. Sentiment-Analysis-Military-Style-Bootcamp-West-Java Sentiment-Analysis-Military-Style-Bootcamp-West-Java Public

    Sentiment analysis on YouTube comments discussing the military-style boot camp program for troubled students in West Java. The project analyzes public opinion, sentiment trends, and topic patterns …

    Jupyter Notebook

  5. Tweet-Classification-for-Disaster-Information-Naive-Bayes-Log.-Reg.- Tweet-Classification-for-Disaster-Information-Naive-Bayes-Log.-Reg.- Public

    A machine learning project that classifies disaster-related tweets using Natural Language Processing techniques. The study compares Naive Bayes and Logistic Regression models to identify whether a …

    Jupyter Notebook

  6. Labibbib/Analisis-Sentimen-Rebranding-Advan Labibbib/Analisis-Sentimen-Rebranding-Advan Public

    Projek ini dibuat untuk menyelesaikan Ujian Akhir mata kuliah Analisis Media Sosial

    Jupyter Notebook