Masterclasses
GOTO Copenhagen 2022

Thursday Oct 6
09:00 –
17:00
Nordea (Grønjordsvej 10, 2300 CPH)

PyCaret Masterclass: Machine Learning for Business Analysts

This 8-hour full-day Masterclass on PyCaret: Machine Learning for Business Analysts specifically targets data science enthusiasts and omain experts. In this fully hands-on Masterclass, you will learn several important concepts and techniques in machine learning with the help real-life business problems. You will have an opportunity to learn directly from Moez Ali – the creator of PyCaret himself. PyCaret is one of the most used and popular open-source, low-code, machine learning library in Python with over 5M downloads and a welcoming community. Moez is the founding developer of PyCaret and a senior data scientist who has led multimillion-dollar AI projects in Healthcare, Fintech, Retail, and CPG industries.

Learning Outcomes

  • Understand machine learning lifecycle (CRISP-DM) and learn what are the key components of real-life machine learning project.
  • Learn end-to-end applied machine learning in Python using PyCaret library.
  • Use Python programming language to train and evaluate machine learning models to solve important business problems in various domains.
  • Develop an understanding of key concepts in machine learning such as cross-validation, hyperparameter tuning, model ensembling.
  • Perform time-series forecasting tasks in Python using PyCaret library.

Course Syllabus

  • Machine Learning Lifecycle (CRISP-DM)
  • Time Series Forecasting
  • Supervised Machine Learning
  • Automated Hyperparameter Tuning
  • Clustering Analysis
  • Experiment Logging and MLOps
  • Classification Models
  • Model Ensembling
  • Regression Models
  • Exploratory Data Analysis