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ml_dsa_prep Public
A curated collection of hands-on implementations in Machine Learning, Deep Learning, NLP, Generative AI, Optimization, and DSA — for learning, interviews, and real-world use.
Jupyter Notebook UpdatedDec 9, 2025 -
pytorch-deep Public
Deep Learning with PyTorch
python deep-neural-networks deep-learning neural-network deep-reinforcement-learning matplotlib convolutional-neural-networksJupyter Notebook UpdatedNov 9, 2025 -
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lang-chain Public
A cognitive agent with conversational memory, tool use, structured prompts, and retrieval-augmented generation, built using LangChain.
Jupyter Notebook UpdatedOct 8, 2025 -
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practice-problems Public
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nlp-deep Public
Deep learning for natural language processing
python deep-learning text-classification machine-translation word-embeddings bag-of-words image-captioningJupyter Notebook UpdatedDec 16, 2024 -
DTU Course on Deep Learning for Experimental 3D Image Analysis
Jupyter Notebook UpdatedAug 24, 2024 -
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brain-tumor-segmentation Public
Brain Tumor Segmentation with 3D UNET
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dogs-cats Public
The Dogs & Cats is a foundational problem for a basic CNN(convolutional neural network) model which involves classifying images as a dog or a cat.
Jupyter Notebook UpdatedMay 23, 2024 -
social-data-analysis-viz Public
DTU Course on Social Data Analysis and Visualization.
Jupyter Notebook UpdatedMay 7, 2024 -
machine-learning Public
Machine learning
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cluster-cart Public
Project - Computational Tools for Data Science
data-science plotly seaborn matplotlib dbscan-clustering unsupervised-machine-learning spectral-clusteringJupyter Notebook UpdatedNov 16, 2023 -
DTU Course on Computational Tools for Data Science
Jupyter Notebook UpdatedOct 20, 2023 -
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CIFAR10Vision Public
Image Classification using CIFAR-10 dataset
Jupyter Notebook UpdatedAug 17, 2023 -
association-rule-learning Public
Machine Learning association rule learning
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census-income Public
Adult Census Income
python machine-learning dimensionality-reduction logistic-regression principal-component-analysis-pcaJupyter Notebook UpdatedJul 17, 2023 -
stacked-classifier Public
Stacked Classifier
machine-learning random-forest data-visualization feature-engineering data-processing data-exploration support-vector-machinesJupyter Notebook UpdatedJul 17, 2023 -
transaction-guard Public
Develop a prediction model capable of learning to detect whether a transaction is fraudulent or a genuine purchase.
python random-forest data-visualization confusion-matrix decision-trees gradient-boosting ada-boost-classifierJupyter Notebook UpdatedJul 14, 2023 -
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