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codename-hyper/README.md

WELCOME TO MY PROFILE

WHO AM I?
I'm a self-motivated Data Scientist always eager to face creative challenges which can help me grow as a professional, and as a person.

						I LOVE TO PLAY WITH DATA

CHARACTERISTICS:

  • Passionate, open-minded, calm and composed at all times.
  • Good communication skills, social and professional alike.
  • Capable of swiftly adapting to any new problem.
  • Optimistic and creative, yet also objective when necessary.

TOP SKILLS:

  • Feature Selection.
  • Feature Engineering.
  • Exploratory Data Analysis.
  • Model Tuning.
  • Model Deployment.

TOOLS AND LIBRARIES:

  • NumPy for performing mathematical and logical operations on dataframe.
  • Pandas for data preparations and transformations, Exploratory Data Analysis and, cleaning / removing unnecessary data.
  • Matplotlib for visualizing the dataframe by doing plots for EDA.
  • Seaborn for doing plots to visualize dataframe / cluster relations.
  • Sklearn for building models, clusters and, tuning model.
  • Pymongo and MySQL libraries to do CRUD operations on NoSQL and SQL databases respectively.
  • Flask framework for creating, debugging API and, doing slight UI work with HTML.
  • requests, urllib, BeautifulSoup and, webdriver libraries to Scrap the web for data.
  • Docker to create, deploy and, run applications using containers.
  • Hadoop framework for storing and processing big data.
  • OpenCV for solving problems related to computer vision.
  • spaCy for solving problems related to NLP.
  • TensorFlow for creating ANN, CNN and RNN to solve machine learning problems.

Pinned Loading

  1. fake_news-classifier fake_news-classifier Public

    Jupyter Notebook

  2. cassava-leaf-disease-classification cassava-leaf-disease-classification Public

    A kaggle competition (https://www.kaggle.com/c/cassava-leaf-disease-classification)

    Jupyter Notebook

  3. credit-card-churn credit-card-churn Public

    ANN to predict the Customer attrition.

    Jupyter Notebook

  4. Sunspot-Prediction Sunspot-Prediction Public

    Jupyter Notebook

  5. Webpage-Summarizer Webpage-Summarizer Public

    An app to summarize the text in webpages (ex: Wikipedia)

    Python

  6. Malaria-ImageDetection-CNN Malaria-ImageDetection-CNN Public

    A convolutional neural network model to predict the malaria infected cell.

    Jupyter Notebook