Google Cloud
Machine Learning with TensorFlow on Google Cloud em Português Brasileiro Specialization
Google Cloud

Machine Learning with TensorFlow on Google Cloud em Português Brasileiro Specialization

Aprenda sobre o AM com o Google Cloud. Experimentos práticos com AM em todas as etapas.

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4.7

(71 reviews)

Intermediate level
Some related experience required
2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(71 reviews)

Intermediate level
Some related experience required
2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 5 course series

How Google does Machine Learning em Português Brasileiro

Course 119 hours4.8 (74 ratings)

What you'll learn

  • Como a plataforma Vertex AI é usada para criar, treinar e implantar modelos de machine learning do AutoML sem escrever uma linha de código sequer.

  • Descrever as práticas recomendadas para implementação de machine learning no Google Cloud

  • Usar as ferramentas e o ambiente do Google Cloud Platform para trabalhar com ML

  • Articular práticas recomendadas de IA responsável

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: PyTorch (Machine Learning Library)
Category: Tensorflow
Category: Automation
Category: MLOps (Machine Learning Operations)
Category: Data Ethics
Category: Google Cloud Platform
Category: Data Processing
Category: Data Strategy
Category: Applied Machine Learning
Category: Machine Learning

Launching into Machine Learning em Português Brasileiro

Course 211 hours4.6 (32 ratings)

What you'll learn

  • Descrever como melhorar a qualidade dos dados e fazer análises exploratórias deles

  • Criar e treinar modelos de AutoML usando a Vertex AI e o BigQuery ML

  • Otimizar e avaliar modelos usando funções de perda e métricas de desempenho

  • Criar conjuntos de dados que podem ser repetidos e escalonados para treinamentos, avaliações e testes

Skills you'll gain

Category: Tensorflow
Category: MLOps (Machine Learning Operations)
Category: Data Pipelines
Category: Data Modeling
Category: Data Processing
Category: Keras (Neural Network Library)
Category: Feature Engineering
Category: Data Transformation
Category: Machine Learning
Category: Statistical Methods

Intro to TensorFlow em Português Brasileiro

Course 318 hours4.6 (23 ratings)

What you'll learn

Skills you'll gain

Category: Artificial Neural Networks
Category: Deep Learning
Category: Tensorflow
Category: Data Pipelines
Category: Google Cloud Platform
Category: Data Processing
Category: Keras (Neural Network Library)
Category: Applied Machine Learning
Category: Application Programming Interface (API)
Category: Application Deployment

Feature Engineering em Português Brasileiro

Course 48 hours4.5 (15 ratings)

What you'll learn

  • Descrever a Vertex AI Feature Store e comparar os principais aspectos necessários para um bom atributo.

  • Usar a engenharia de atributos no BigQuery ML, no Keras e no TensorFlow.

  • Analisar como pré-processar e usar atributos com o Dataflow e o Dataprep.

  • Usar o tf.Transform.

Skills you'll gain

Category: Artificial Neural Networks
Category: Dimensionality Reduction
Category: Tensorflow
Category: Performance Tuning
Category: Supervised Learning
Category: Applied Machine Learning
Category: Machine Learning Algorithms
Category: Machine Learning

What you'll learn

Skills you'll gain

Category: Data Analysis
Category: Performance Tuning
Category: Google Cloud Platform
Category: Supervised Learning
Category: Data Processing
Category: Regression Analysis
Category: Machine Learning
Category: Data Cleansing
Category: Data Quality
Category: Sampling (Statistics)
Category: Exploratory Data Analysis
Category: MLOps (Machine Learning Operations)
Category: Predictive Modeling
Category: Applied Machine Learning
Category: Machine Learning Algorithms
Category: Statistical Analysis
Category: Big Data

Instructor

Google Cloud Training
Google Cloud
1,828 Courses3,419,895 learners

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Google Cloud

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