Machine Learning with Python
Gandhali Samant (~gandhali) |
Python is an indispensable tool for many data scientists. It is used in all phases of the ML workflow typically in modeling, data ingestion and processing, to feature construction to training and validation and deployment of models. In this session, we will create python scripts and use them in Azure Machine Learning Studio to construct a machine learning experiment and also seamlessly publish them as scalable, operationalized web services. We will also demonstrate the integration of popular python libraries.
More about Azure Machine learning- Azure Machine Learning Studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflows. It includes 100s of built in packages and algorithms as well as support for importing your custom algorithms written in Python or R. In this session, we will build a complete ML model in Python using ML studio and Publish it on Azure.
Python, interest in ML
PPT Draft (Outline- WIP) https://1drv.ms/p/s!Ah4WFmYLnUQyjopm07o3RO7nTWiX-w
Gandhali is a Sr. Technology evangelist who has been working with various technologies for over 15 years. Gandhali has worked with several MNCs in India and abroad, primarily in the insurance and retail domain. In her current role as a Certified Azure Solution Architect, she helps partners, customers and developers in building world-class solutions on Azure cloud platform. A graduate in computer engineering from the University Of Mumbai, Gandhali holds a Master’s degree in Computer Science from the Florida Institute Of Technology. Gandhali currently works at Microsoft.