NO AI WILL BE USED IN YOUR CODES
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Following is a list of algorithms and techniques I have worked with in python and R.
- Supervised Learning Linear/Logistic Regression, SVM, Decision Trees, Random Forest, XGBoost, LightGBM, CatBoost
- Unsupervised Learning k-Means, DBSCAN, PCA, Hierarchical Clustering, t-SNE, UMAP
- Deep Learning CNN, RNN, LSTM, GRU, Transformers, Autoencoders, GANs, YOLO, Vision Transformers (ViTs)
- Time Series Forecasting ARIMA, SARIMA, Prophet, LSTM, XGBoost, FFT-based forecasting
- NLP TF-IDF, Word2Vec, FastText, BERT, GPT-based models, Named Entity Recognition, Topic Modeling (LDA, LSA)
- Reinforcement Learning Q-Learning, Deep Q-Networks (DQN), Proximal Policy Optimization (PPO), A3C
- Big Data & Cloud PySpark, AWS Sagemaker, Google Colab, Databricks
- Data Science & Analytics Feature Engineering, Outlier Detection, Statistical Analysis, A/B Testing, Hypothesis Testing
- Computer Vision OpenCV, Image Segmentation (U-Net, Mask R-CNN), Object Detection (YOLO, SSD, Faster R-CNN)
- Data Visualization Matplotlib, Seaborn, Plotly, Power BI, Tableau
- LaTeX Editing/ Academic Proofreading
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