Platform: Udemy
- Jupyter overview
- Python for Data Analysis: NumPy, Pandas
- Python for Data Visualization: Matplotlib, Seaborn, Pandas Built-in, Plotly and Cufflinks, Geographical Plotting
- Machine Learning: Linear Regression, Cross Validation and Bias-Variance Trade-Off, Logistic Regression, K-Nearest Neighbors, Decision Trees and Random Forests, Support Vector Machines, K-Means Clustering, Principal Component Analysis, Recommender Systems, Natural Language Processing
- Big Data and Spark with Python
- Neural Nets and Deep Learning
- Download Anaconda from the official site.
- Launch Jupyter
jupyter notebook