Python - Machine Learning

Level 2 – Data Science

• NumPy arrays and operations
• Working with Pandas
• Introduction to matplotlib
• Introduction to Machine learning
• Supervised learning basics
• Introduction to Machine Learning
• Data and dimensions
• Data cleansing and imputation
• Data transformation
• ML model concepts
• Supervised learning methods
• Unsupervised learning methods
• Python Scikit API
• Estimation and Prediction
• Linear Regression
• Clustering
• Predictive analytics