This repository contains all the codes related to the dataquest online courses I took in the last couple of years.
Topics worked on include:
- Data Analysis and Visualization
- Data Cleaning and Analysis in Python
- Command Line for Data Science
- Text Processing for Data Science
- SQL for Data Analysis
- APIs and Web Scraping in Python
- Data Analysis for Business in Python
- Probability and Statistics
- Hypothesis Testing in Python
- Machine Learning In Python
- Linear Regression Modeling in Python
- Gradient Descent Modeling in Python
- Logistic Regression Modeling in Python
- Decision Tree and Random Forest Modeling in Python
- Optimizing Machine Learning Models in Python
- Deep Learning in Python
- Introduction to Deep Learning
- Introduction to Git and Version Control
- Analyzing Large Datasets in Spark and Map-Reduce