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Intermediate

Machine Learning: Linear Regression to Neural Networks

Complete ML journey from statistical foundations to deploying trained models with FastAPI.

4.8(198 reviews)
12 hours total 68 lessons Lifetime access Certificate included
Tyler Folkman Created by Tyler Folkman — Senior Data Scientist & AI Lead
Machine Learning course — abstract neural network visualization
$49
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LevelIntermediate
Duration12 hours
Lessons68
AccessLifetime
CertificateYes

What You'll Learn

Build production-ready data pipelines
Implement algorithms from scratch
Debug failing models systematically
Deploy trained models via REST API
Interpret model results to stakeholders
Handle real-world messy datasets
Tyler Folkman
Tyler Folkman
Senior Data Scientist & Founder, Learning With Data

10+ years building production ML systems. Co-founder of Zeff (acquired by DataRobot). Teaching 12,000+ students worldwide.

MSc Computer SciencePyTorch Certified10+ Years AI/ML