About this certification
The Certification: AI Foundations with Python, Machine Learning & Data Science provides essential knowledge for those seeking to excel in artificial intelligence fields. Participants will gain practical skills such as increased productivity, improved decision-making, and a competitive advantage through hands-on projects and foundational theory. Enroll today to future-proof your career and unlock new opportunities in data science and machine learning.
This certification covers the following topics:
- Understanding Python's Role in AI and ML
- Linear Regression and Regularisation Techniques
- Implementing Linear Regression in Python
- Logistic Regression for Binary Classification
- Advanced Classification Techniques: LDA and Naive Bayes
- Decision Trees and Ensemble Learning
- Data Analysis and Visualisation with Python
- Causal Analysis with Multiple Linear Regression
- Building a Movie Recommendation System
