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Certificado Avançado Em Aprendizado De Máquina (Advanced)

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Overview

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Learning outcomes

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Course content

1

Introdução Ao Aprendizado De Máquina

2

Conceitos Básicos De Aprendizado De Máquina

3

Técnicas De Preprocessamento De Dados

4

Análise Exploratória De Dados

5

Introdução À Aprendizagem Supervisionada

6

Regressão Linear E Logística

7

Árvores De Decisão E Random Forest

8

Técnicas De Seleção De Features

9

Aprendizagem Não Supervisionada

10

Clusterização E Análise De Componentes Principais

11

Redes Neurais Artificiais

12

Introdução Ao Deep Learning

13

Redes Neurais Convolucionais

14

Redes Neurais Recorrentes

15

Técnicas De Otimização

16

Regularização E Prevenção De Overfitting

17

Avaliação De Modelos De Aprendizado De Máquina

18

Seleção De Modelos E Hiperparâmetros

19

Técnicas De Ensemble Learning

20

Aplicação De Aprendizado De Máquina Em Diferentes Domínios

Career Path

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Key facts

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Why this course

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People also ask

Everything you need to know before you start

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We offer immediate access to our course materials through our open enrollment system. This means:

  • The course starts as soon as you pay the course fee, instantly
  • No waiting periods or fixed start dates
  • Instant access to all course materials upon payment
  • Flexibility to begin at your convenience

This self-paced approach allows you to begin your professional development journey immediately, fitting your learning around your existing commitments.

We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
  • Standard Mode: Complete in 2 months with 2-3 hours of study per week

You can progress at your own pace and access the materials 24/7.

There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
  • Dedication to complete the course
Ready when you are
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Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
Open enrolment · Start today

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Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United States
MC
Michael Carter
US · Course completed

I'm blown away by the 'Certificado Avançado Em Aprendizado De Máquina' course at Stanmore School of Business! As a data scientist in the US, I was looking to upskill in machine learning, and this course delivered. The content was incredibly relevant and helped me achieve my learning goals by providing a deep dive into advanced ML techniques. I particularly appreciated the practical examples and case studies, which gave me the confidence to apply my new skills in real-world projects. The course materials were top-notch, and I loved the interactive labs and assignments that made learning fun and engaging. Overall, I'm extremely satisfied with my learning experience and would highly recommend this course to anyone looking to advance their ML skills.

LH
Leila Hassan
EG · Course completed

I recently completed the 'Certificado Avançado Em Aprendizado De Máquina' course at Stanmore School of Business, and I must say it was a great experience. As a software engineer in Egypt, I was looking to expand my knowledge in machine learning, and this course provided a solid foundation. The course content was well-structured, and I appreciated the focus on practical applications. I gained valuable skills in data preprocessing, model selection, and hyperparameter tuning, which I've already started applying in my work. The course materials were good, although I felt that some topics could have been covered in more depth. Overall, I'm satisfied with my learning experience and would recommend this course to others looking to get started with ML.

KN
Kaito Nakamura
JP · Course completed

Wow, just wow! The 'Certificado Avançado Em Aprendizado De Máquina' course at Stanmore School of Business was an incredible journey! As a researcher in Japan, I was looking to advance my knowledge in machine learning, and this course exceeded my expectations. The content was extremely comprehensive, covering everything from basics to advanced topics like deep learning and reinforcement learning. I loved the hands-on approach, with plenty of opportunities to practice and apply my skills through projects and assignments. The course materials were outstanding, with clear explanations, concise notes, and relevant examples. I'm so grateful to have taken this course, and I feel confident that my new skills will take my research to the next level.

RS
Rafaela Silva
BR · Course completed

I'm really happy with my experience in the 'Certificado Avançado Em Aprendizado De Máquina' course at Stanmore School of Business. As a data analyst in Brazil, I was looking to improve my skills in machine learning, and this course helped me achieve that. The course content was well-organized, and I appreciated the focus on practical examples and case studies. I gained valuable knowledge in supervised and unsupervised learning, which I've already started applying in my work. The course materials were good, although I felt that some topics could have been covered in more detail. Overall, I'm satisfied with my learning experience and would recommend this course to others looking to improve their ML skills. One thing that would have made the course even better is more interaction with the instructors and peers, but overall, it was a great experience.





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Recently updated!

May 2026