Python + Machine Learning 2-Day Intensive Workshop | New York City

About this workshop series

The Python + Machine Learning 2-Day Intensive Workshop covers the curriculum of our Python 1-Day Fundamentals Workshop and incorporates a second day of applied machine learning content. This is a beginner/intermediate course - it’s recommended that you have some familiarity with the core Python programming language.

This 12-hour Python & Machine Learning 2-Day Intensive Workshop is the interactive and hands-on way to get started on understanding, building, and interpreting machine learning models using the Python ecosystem. You will dive head first into Python, skill up with exercises, and by the end of the day you'll know how to implement state-of-the-art machine learning techniques on your own data.

Takeaways

• How to use Numpy and Pandas to import and organize your data.
• The different types of machine learning problems, and when to use different methods.
• Best practices for prepping your data to make it Machine Learning ready.
• Regression Algorithms, and how to use them to predict continuous data.
• Classification algorithms, and how to use them to predict binary outcomes.
• Relative strengths and weaknesses of different Machine learning techniques.
• Best practices to make sure your models can handle data they haven’t seen before.
• Advice on future learning paths depending on your desired career goals.
• Visualize the results of your analysis.

Prereqs & Preparation