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Notebook","readme":"# 🤖 Machine Learning Virtual Internship @ Intern Intelligence\n\n**Author:** Abdul Rafay  \n**Degree:** BS Software Engineering  \n\n---\n\n## 📌 Overview\n\nI am currently doing a **Machine Learning Virtual Internship** at **Intern Intelligence**, focusing on advanced machine learning techniques, deep learning, model optimization, and real-world applications using tools like **Scikit-Learn**, **TensorFlow**, and **PyTorch**.\n\n---\n\n## ✅ Internship Tasks\n\n### 🔧 TASK 1: Model Hyperparameter Tuning\n\n**Objective:** Optimize the hyperparameters of a machine learning model to enhance performance.\n\n- **Model Selection:** Random Forest, XGBoost, etc.\n- **Techniques Used:** Grid Search, Random Search, Optuna\n- **Evaluation Metrics:** Accuracy, Precision, Recall, F1 Score\n- **Tools:** Scikit-Learn, Optuna, Google Colab\n\n---\n\n### 🧠 TASK 2: Deep Learning Model Development\n\n**Objective:** Build and train a deep learning model for complex tasks like image classification or NLP.\n\n- **Data Preparation:** Images / Text preprocessing\n- **Model Architecture:** CNNs, RNNs, LSTMs\n- **Frameworks:** TensorFlow, Keras, PyTorch\n- **Evaluation Metrics:** Accuracy, Precision, Recall, Loss\n- **Deployment:** Integration into applications\n\n---\n\n## 🛠 Technologies \u0026 Tools\n\n- Python, Scikit-Learn, Optuna, XGBoost, RandomForestClassifier  \n- TensorFlow, Keras, PyTorch, NumPy, Pandas, Matplotlib, Seaborn  \n- Google Colab, Jupyter Notebook, Hugging Face, TensorFlow Hub, PyTorch Hub  \n- Streamlit, Flask (for deployment)\n\n---\n\n\u003e “Every step forward is a step closer to excellence—learning never stops.”\n\n---\n\n🔗 [Connect with me on LinkedIn](https://www.linkedin.com/in/abdul-rafay19)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdul-rafay19%2Finternintelligence_machinelearningintern","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdul-rafay19%2Finternintelligence_machinelearningintern","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdul-rafay19%2Finternintelligence_machinelearningintern/lists"}