Introduction to machine learning with Python and Azure Notebooks

Data Scientist
Azure Portal

Python has become a dominant language for doing data analysis with machine learning. Learn how to leverage Python and associated libraries in Jupyter Notebooks run on Azure Notebooks to predict patterns and identify trends. This learning path can help you prepare for the Microsoft Certified: Azure Developer Associate certification.


Basic Python programming knowledge

Modules in this learning path

Create an Azure Notebook and use three popular Python libraries to analyze climate data collected by NASA, then share it.

Import airline arrival data into a Jupyter notebook and use Pandas to clean it. Then, build a machine learning model with Scikit-Learn and use Matplotlib to visualize output.

Keras is a high-level neural networks API, written in Python, that runs on top of other deep learning tools such as TensorFlow. This module uses Keras to build a neural network that scores text, such as user reviews for sentiment.