Log in

Faça login usando um dos serviços abaixo

Username

Password

Structuring Machine Learning Projects

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how.

Andrew Ng

Material do curso

Improving Model Performance (C3W1L01)

Orthogonalization (C3W1L02 )

Single Number Evaluation Metric (C3W1L03)

Satisficing and Optimizing Metrics (C3W1L04)

Train/Dev/Test Set Distributions (C3W1L05)

Sizeof Dev and Test Sets (C3W1L06)

When to Change Dev/Test Sets (C3W1L07)

C3W1L08 WhyHumanLevelPerformance

Avoidable Bias (C3W1L09)

Understanding Human-Level Performance? (C3W1L10)

Surpassing Human-Level Performance (C3W1L11)

Improving Model Performance (C3W1L12)

Carrying Out Error Analysis (C3W2L01)

Cleaning Up Incorrectly Labelled Data (C3W2L02)

Build First System Quickly, Then Iterate (C3W2L03)

Training and Testing on Different Distributions (C3W2L04)

Bias and Variance With Mismatched Data (C3W2L05)

Addressing Data Mismatch (C3W2L06)

Transfer Learning (C3W2L07)

Multitask Learning (C3W2L08)

What is end-to-end deep learning? (C3W2L09)

Whether to Use End-To-End Deep Learning (C3W2L10)

Discussão

Acompanhar por email