Train a Supervised Machine Learning Model

Name: Train a Supervised Machine Learning Model
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Author: OpenClassrooms

Curso

Inglês

8 h

Fonte

De openclassrooms.com

CONDIÇÕES

Individualizado
Acesso livre
Certificado pago

Mais informações

4 sequências
Intermediate Level

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Detalhes do curso

Programa de Estudos

Part 1 - Understand the Process of Training a Model
1. Think Through a Classification Task
2. Build a Model by Hand
3. Build a Model With Python
Quiz: Understand the Process of Training a Model

Part 2 - Prepare Your Data With Feature Engineering
1. Clean Your Data
2. Create New Features From Existing Features
Quiz: Apply Your Feature Engineering Skills to the Titanic Dataset

Part 3 - Build a Classification Model
1. Understand the Decision Trees Algorithm
2. Understand the Logistic Regression Algorithm
3. Build and Evaluate a Classification Model
Quiz: Build a Classification Model With the Titanic Dataset

Part 4 - Build a Regression Model
1. Understand the Linear Regression Algorithm
2. Understand the KNN Algorithm
3. Build and Evaluate a Regression Model
Quiz: Build a Regression Model With the House Price Dataset

Certificate

Pré-requisito

A solid grounding in Python. If you are unfamiliar with this programming language, we highly encourage you to take the following courses: Learn Python Basics for Data Analysis and Use Python Libraries for Data Science.

A solid understanding of basic one and two-dimensional descriptive statistics, in particular:
The basic terminology used in statistics
Measures of central tendency
Measures of spread
Correlations

Instrutores

Llewelyn Fernandes
Founder of Think Create Learn (@tcreatelearn), helping young people and career changers build skills in data, AI, robotics, and programming.

Editor

O OpenClassrooms (antigo Site du Zéro ou SdZ) é um sítio Web que oferece cursos de informática, ciências e empreendedorismo.

Os cursos em linha podem ser ministrados pela equipa do sítio, por professores de universidades ou Grandes Escolas parceiras ou pelos próprios membros do OpenClassrooms.

Atualmente, os cursos estão disponíveis em vários formatos: MOOC (Massive Open Online Course), texto web, e-book, livro e vídeo. A empresa emite certificações para determinados cursos, incluindo uma reconhecida pelo Estado, em parceria com a IESA Multimedia.

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