This five day course is aimed at those who are familiar with data analysis and are interested in learning about how Data Science, Analytics, Machine Learning, and Artificial Intelligence (AI) can be used to yield value from data assets.This [...]
  • QADSMLP-QA
  • Cena na vyžádání

This five day course is aimed at those who are familiar with data analysis and are interested in learning about how Data Science, Analytics, Machine Learning, and Artificial Intelligence (AI) can be used to yield value from data assets.This course will be of interest if you are interested in developing your own skills to move from analytics to Data Science, or if you are working with Data Scientists and want to learn more about what’s possible.You will be introduced to key concepts and tools for use in Data Science, including typical Data Science Project lifecycles, potential applications & project pitfalls, relevant aspects of data governance and ethics, roles and responsibilities, Machine Learning and AI model development, exploratory analysis and visualisation, as well as techniques and strategies for model deployment.Throughout the course you will engage in activities and discussions with one of our Data Science technical specialists. Theoretical modules are complimented with comprehensive practical labs.

  • Introduction to Data Science & Machine Learning
  • Introduction to Python for Data Science
  • Descriptive & Inferential Statistics with Python
  • Preprocessing Data for Analysis
  • Supervised Learning: Regression
  • Supervised Learning: Classification
  • Model Selection & Evaluation
  • Unsupervised Learning
  • Ethics for Data Scientists
  • Deploying Models & Insights
  • Where to Go Next

Mám zájem o vybraný QA kurz