IBM-SkillsAcademy/Predictive-Analytics-Modeler

Predictive-Analytics-Modeler Career Path

Course 3: Introduction to A Predictive Analytics Platform & Data Mining (0A007)

Course 4: Advanced Data Preparation (0A057)

• IBM SPSS Modeler Nodes

Course 5: Predictive Analytics with IBM Watson Studio

Unit 1. Introduction to IBM Watson Studio

• Exercise 1: Use this notebook: DecisionTreeSimple.ipynb

Unit 2. Introduction to IBM Watson Machine Learning

• Exercise 2: Use the following data sets:
  • Part 1: airline-data.csv
  • Part 2: Customer Churn.csv
• Additional resources:
  • AutoAI implementation details

Unit 3. Introduction to neural networks and deep learning

• Exercise 3: https://github.com/IBM-SkillsAcademy/artificial-intelligence-analyst/blob/master/ex05/Use%20scikit-learn%20to%20recognize%20hand-written%20digits.ipynb

Unit 4. IBM Watson Studio Jobs

Markdown References

• Markdown Cells - readthedocs.io
• Markdown for Jupyter notebooks cheatsheet - IBM Docs
• Getting started with writing and formatting on GitHub - GitHub.com