Description

Machine Learning and AI are changing or would say have changed the way how businesses used to behave. However, the Data Science community is still lacking good practices for organizing their projects and effectively collaborating and experimenting quickly to reduce “time to market”.

During this session, we will learn about such open-source tools like “papermill” and “mlflow” which can help you in experimenting, and managing the lifecycle of ML models.


Learning Outcome:

  • Learners will get to learn how they can write clean code, experiment with different parameters, and maintain results using Papermill
  • You will also learn how to track those experiments, log metrics, and models, put a model in production using MLflow.

Instructor's Bio

Shadab Hussain, Associate Data Scientist at TheMathCompany

Passionate about learning and helping others learn effectively. Shadab firmly believes that there is something to learn from everyone.

Specialties - Data Science, Machine Learning, Python, R, SQL, Neural Networks, Artificial Intelligence.

Local ODSC chapter in Bengaluru, India


Use discount code - Meetup2020 - to get extra 10% off on your pass for Virtual Conference APAC.

Webinar

  • 01

    Experimentation with Jupyter, Papermill, and MLFlow

    • AI+ Training

    • Webinar recording

    • AI+ Subscription Plans