/Data-Science-Bootcamp

Kodluyoruz & Carbon Consulting Veri Bilimi Bootcamp

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Data Science Bootcamp

Kodluyoruz & Carbon Consulting Veri Bilimi Bootcamp

WEEK 1

  • Numpy, Pandas, Sklearn, Seaborn, Matplotlib
  • Pandas Profiling

WEEK 2

  • Exploratory Data Analysis
  • Data collection, labeling and save
  • Supervised, Unsupervised Training Methods

WEEK 3

  • Linear and Logistic Regression
  • Decision Tree and Random Forest

WEEK 4

  • Clustering, KNN, DBScan
  • Dimensionality Reduction

WEEK 5

  • Introduction to Neural Networks, Loss, Activation, Optimizer
  • se of Keras, Tensorflow, Pytorch libraries
  • Classification and Regression with Keras

WEEK 6

  • RNN, LSTM
  • Introduction to NLP