Here is the link to the Udemy course. Jose Portilla is a great teacher and it is well worth the cost.
- Big Data and Spark
- Machine Learning Sections
- Recommender Systems
- Natural Language Processing
- Principal Component Analysis
- Cross Validation Bias Variance
- Support Vector Machines
- Decision Trees and Random Forests
- K-Means Clustering
- K-Nearest Neighbors
- Linear Regression
- Logistic Regression
- Python Data Analysis
- Pandas
- NumPy
- Python Data Visualization
- Seaborn
- Geographical Plotting
- Matplotlib
- Pandas Built-in Visualization
- Python Crash Course