Certification
Certification: AI Foundations with Python, Machine Learning & Data Science
Show the world you have AI skills. Gain hands-on experience with Python, machine learning, and data science—essential tools that help you advance your expertise and stand out in an evolving tech landscape.
The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 13 chapters of the course
20 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01Introduction and 2024 roadmap49:53
- 02ML basics15:17
- 03Bias-variance trade-off7:12
- 04Overfitting and regularisation28:49
- 05Linear regression model7:04
- 06Linear regression for prediction16:26
- 07Top 10 ML algorithms105:47
- 08Superstore data analytics project81:01
- 09Linear regression case study119:47
- 10MLOps: movie recommender38:36
- 11Becoming a data scientist with no experience69:46
- 12How to build a startup26:43
- 13ML interview prep56:05
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
Jobs this certification suits
Our AI checked this certification against 500 jobs; these get the most out of it. Each job links to its learning path.