Here you may find the notes and studies that I've done during Data Science Machine Learning Bootcamp.
Contents:
- 0 Data Manipulation (numpy and pandas)
- 1 Exploratory Data Analysis and Data Visualization
- 2 Scaler Functions (standard_scaler, robust_scaler)
- 3 Titanic - Exploratory Data Analysis & Data Preprocessing & Feature Engineering
- 4 Special Functions - Exploratory Data Analysis and Data Visualization
- 5 Special Functions - Data Preprocessing and Feature Engineering
- 6 Regression Models
- 7 Classification Models
- 8 Unsupervised Learning
- 9 Statisctics for Data Science
- 10 Natural Language Processing
- 11 Big Data - PySpark