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  1. Data-Preprocessing-in-Python Data-Preprocessing-in-Python Public

    An End-to-End Guide on Data Preprocessing in Machine Learning in Python

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  2. Latent-Dirichlet-Allocation-LDA- Latent-Dirichlet-Allocation-LDA- Public

    End to End implementation of Topic Modeling using LDA

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  3. Self-Organizing-Maps Self-Organizing-Maps Public

    Anomalies detection (fraud customers) and breast cancer detection using the self-organizing maps, an unsupervised deep learning technique

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  4. PCA PCA Public

    A Step-by-Step approach on how to reduce dimensions using Principal Component Analysis.

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  5. Credit-Card-Segmentation Credit-Card-Segmentation Public

    Built an enriched customer profile by deriving few key performance indicators (KPIs). For dimensionality reduction used Principal Component Analysis. To identify the optimal clusters performed clus…

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  6. Network-Intrusion-Detection-System Network-Intrusion-Detection-System Public

    Build network intrusion detection system to detect anomalies and attack in the network (both Binomial and Multinomial classification)

    Jupyter Notebook 2 1