This repository contains my notes/assignments of this amazing Udemy Course by Jose Portilla.
Topics covered in this section are:
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Plotly and Cufflinks
- Geographical Plotting
- Data Capstone Project
Topics covered in this section are:
- Linear Regression
- Cross Validation and Bias-Variance Trade-Off
- Logistic Regression
- K Nearest Neighbors
- Decision Tree & Random Forest
- Support Vector Machines
- K Means Clustering
- Principal Component Analysis
- Recommender Systems
- Natural Language Processing
- Neural Nets and Deep Learning