Pinned

1. Portfolio Portfolio Public

   Check out my projects, all in one place, here at: https://sohat7.github.io/Portfolio/

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2. Amazon_Vine_Analysis Amazon_Vine_Analysis Public

   Analysis to determine if there is a positivity bias in product reviews written by Amazon Vine members. The ETL process and analysis uses PySpark, Python (Pandas), SQL, Amazon Web Services (AWS), an…

   Jupyter Notebook

3. Image_Classification Image_Classification Public

   Computer Vision analysis (image classification) on GCP which builds and evaluates machine learning models - Deep Neural Network (DNN), Convolutional Neural Network (CNN), and Deep Convolutional Neu…

   Jupyter Notebook

4. Purchase_Analysis Purchase_Analysis Public

   This project uses BigQuery to explore the Google Analytics dataset, and build a Machine Learning Model to predict whether a visitor on the website will make a purchase or not.

   Jupyter Notebook

5. Credit_Risk_Analysis Credit_Risk_Analysis Public

   Supervised machine learning models built and evaluated to predict credit loan risk. Resampling and ensemble techniques applied to the logistic regression classifier models using Scikit-learn, Imbal…

   Jupyter Notebook

6. MechaCar_Statistical_Analysis MechaCar_Statistical_Analysis Public

   The analysis uses R language to run a multiple linear regression, t-tests, and generate summary statistics, in order to aid an automotive company in identifying the production troubles that are hin…

   R