Engineering
Beginner
Junior Level AI Engineering
Master the fundamentals of AI engineering with hands-on projects in machine learning, data preprocessing, and model deployment.
3-4 months
Beginner Level
Self-paced
Curriculum
Module 1
Python & ML Fundamentals
3 weeks
Module 2
Data Preprocessing & ETL
2 weeks
Module 3
Model Training & Evaluation
4 weeks
Module 4
Basic Deployment & MLOps
2 weeks
Module 5
Capstone Project
3 weeks
What You'll Learn
- Python & ML Fundamentals
- Data Preprocessing & ETL
- Model Training & Evaluation
- Basic Deployment & MLOps
- Capstone Project
Learning Outcomes
- Build and deploy machine learning models
- Understand data preprocessing pipelines
- Implement basic MLOps practices
- Complete a real-world AI project
Prerequisites
- Basic programming knowledge (any language)
- High school mathematics
- Access to a computer with internet connection
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