Contiene los notebooks y la teoría del curso de Udemy Python for Data Science and Machine Learning Bootcamp de José Portilla.

1. Python Crash Course
2. Python for Data Analysis
   • 2.1. Numpy
   • 2.2. Pandas
   • 2.3. Scipy
3. Python for Data Visualization
   • 3.1. Matplotlib
   • 3.2. Seaborn
   • 3.3. Pandas Built-in Data Viz
   • 3.4. Plotly and Cufflinks
   • 3.5. Geographical Plotting
4. Machine Learning
   • 4.1. Linear Regression
   • 4.2. Cross Validation and Bias-Variance Tradeoff
   • 4.3. Logistic Regression
   • 4.4. K Nearest Neighbors
   • 4.5. Decision Trees and Random Forests
   • 4.6. Support Vector Machines
   • 4.7. KMeans Clustering
   • 4.8. Principal Component Analysis
   • 4.9. Recommender Systems
   • 4.10. Natural Language Processing
5. Big Data and Spark with Python
6. Deep Learning

El certificado se encuentra en:

https://www.udemy.com/certificate/UC-NNQ5W64L/