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tnamng/README.md

Hi I'am Thanh Nam NGUYEN - Data Scientist and Mathematicien

My Github contains my notes, codes and projects in my journey of DS, ML and DeepLearning. For more information about my mathematical research, please go to this page; see also my CV and my Linkedin

12 Projects

  • 6 projects concernant Tabular Datasets (Link). Some keywords:

    • Manipulation, Clearning, Visualisation, Preprocessing
    • Frameworks: Scikit Learn, Seaborn, Pandas, Numpy
    • Algorithms Logistic Regression, KNN, Linear and Kernel SVM, RandomForest, AdBoost, GradienBoosting, Xgboost

  • 3 Projects about image classification (Link)

    • Humans and Horses; Dogs and cats; Rocks, scissors and paper
    • Framework: Keras/Tensorflow
    • Technical keywords: Convnet, DataAugmentation, Load image from folders, Transfer learning

  • 1 Project about single object Detection (Link)

  • 1 Project about image classification and single object Detection (Link)

  • 1 Project about Text analyses with several aproches (Link)

    • Scikit Learn, NLTK
    • Sequence model (TensorFlow Framework)

A personal summary of codes for DS, ML and DL (Link)

COURS EN LIGNE

  • Datascience Career Track (DataCamp) (Certificat)
  • Deep Learning Specialization (DeepLearning.AI and Coursera) (Link)
  • TensorFlow in Practics Specialization (DeepLearning.AI and Coursera) (Link)
  • Tensorflow: Deployement and Pipiline Specialization (in progress)
  • TensorFlow: Advanced Techniques Specialization (in progress)

Popular repositories Loading

  1. Image-Single-Object-Detection Image-Single-Object-Detection Public

    The fovea is located in the retina andresponsible for sharp central vision. We detect this region from eye images.

    Jupyter Notebook 1

  2. Image-Classification-with-Localisation Image-Classification-with-Localisation Public

    Jupyter Notebook 1

  3. Images-Classification-3_Projects Images-Classification-3_Projects Public

    Jupyter Notebook 1

  4. tnamng.github.io tnamng.github.io Public

    HTML

  5. DataScience-Project-S DataScience-Project-S Public

    Jupyter Notebook

  6. Titanic Titanic Public

    Jupyter Notebook