Certified Entry-Level AI Specialist with Python (PCEI)
Updated April 2026
48Skills
39h 22mTotal
Course Curriculum
- Premium skill.Build Your First Machine Learning Algorithm47m
- Premium skill.Measuring and Improving Performance50m
- Premium skill.Basics of Data Normalization47m
- Premium skill.Creating Reusable Machine Learning Models49m
- Premium skill.Basics of Linear Regression49m
- Premium skill.Introduction to Gradient Descent48m
- Premium skill.Basics of Decision Trees1h 1m
- Premium skill.Basics of Clustering Algorithms50m
- Premium skill.Clustering Algorithms In-Depth46m
- Premium skill.Introduction To Neural Networks48m
- Premium skill.Connecting Neurons Into Simple Networks47m
- Premium skill.Training Individual Neurons With Gradient Descent46m
- Premium skill.Applying Neurons To Real-World Data44m
- Premium skill.Working With Non-Numerical Data46m
- Premium skill.Creating Layers and Neural Networks46m
- Premium skill.Training Neural Networks With Backpropagation48m
- Premium skill.Applying Neural Networks To Real-World Data50m
- Premium skill.Vanilla Python Data-Wrangling - Basics48m
- Premium skill.Vanilla Python Data Wrangling - Intermediate50m
- Premium skill.Basic Statistics For Machine Learning47m
- Premium skill.The Python Collections Module48m
- Premium skill.Working With Randomness48m
- Premium skill.The Itertools Module For Machine Learning50m
- Premium skill.Slicing And Filtering Stream Data49m
- Premium skill.Transforming and Grouping Stream Data52m
- Premium skill.Creating Simple Data Pipelines47m
- Premium skill.Advanced Data Pipeline Concepts47m
- Premium skill.Incremental Computation With Streams47m
- Premium skill.Working With Vectors46m
- Premium skill.Working With Matrices48m
- Premium skill.Understanding Derivatives and Gradients57m
- Premium skill.Implementing A Neural Network With Matrix Math49m
- Premium skill.Training A Neural Network With Matrix Math1h 3m
- Premium skill.Building Naive Bayes Classifiers48m
- Premium skill.Basics of Reinforcement Learning52m
- Premium skill.Going Deeper With Reinforcement Learning50m
- Premium skill.Market Basket Analysis Basics50m
- Premium skill.Market Basket Analysis In-Depth50m
- Premium skill.Basics of Natural Language Processing (NLP)48m
- Premium skill.Basics of Generative AI And LLMs48m
- Premium skill.Working with NumPy Arrays48m
- Premium skill.Working With Pandas54m
- Premium skill.Pandas Data Manipulation47m
- Premium skill.Data Cleaning For Machine Learning53m
- Premium skill.Pandas Data Cleaning Walkthrough48m
- Premium skill.Data Visualization Basics46m
- Premium skill.Measuring Model Performance48m
- Premium skill.Identify Ethical Risks and Safety Concerns in AI50m
Platform Features
- Expert trainers, not crowd-sourced
- Team reporting & compliance tracking
- Trainerbot in Slack & Mobile
- SSO / SAML integration
Certification
Certified Entry-Level AI Specialist with Python
The Certified Entry-Level AI Specialist with Python certification by Python Institute validates foundational knowledge and skills in artificial intelligence using Python. It is designed for individuals starting their career in AI, including students,...
Exam PCEI-30-01Level ProfessionalDifficulty BeginnerCost $69
Python programmingAI fundamentalsData analysisMachine learning basics
Official certification page Pre-Assessment
Take a skills-gap assessment to evaluate your team's readiness for the Certified Entry-Level AI Specialist with Python certification before starting this course.
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