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Machine Learning with TensorFlow on Google Cloud Platform (MLTF)

 

Course Overview

What is machine learning, and what kinds of problems can it solve? What are the five phases of converting a candidate use case to be driven by machine learning, and why is it important that the phases not be skipped? Why are neural networks so popular now? How can you set up a supervised learning problem and find a good, generalizable solution using gradient descent and a thoughtful way of creating datasets?

Quem deve participar

  • Data Engineers and programmers interested in learning how to apply machine learning in practice.
  • Anyone interested in learning how to build and operationalize TensorFlow models.

Pré- requisitos

To get the most out of this course, participants should have:

  • Experience coding in Python
  • Knowledge of basic statistics
  • Knowledge of SQL and cloud computing (helpful)

Objetivos do Curso

Learn how to write distributed machine learning models that scale in Tensorflow, scale out the training of those models, and offer high-performance predictions. Convert raw data to features in a way that allows ML to learn important characteristics from the data and bring human insight to bear on the problem. Finally, learn how to incorporate the right mix of parameters that yields accurate, generalized models and knowledge of the theory to solve specific types of ML problems. You will experiment with end-to-end ML, starting from building an ML-focused strategy and progressing into model training, optimization, and productionalization with hands-on labs using Google Cloud Platform

This course teaches participants the following skills:

  • Frame a business use case as a machine learning problem
  • Create machine learning datasets that are capable of achieving generalization
  • Implement machine learning models using TensorFlow
  • Understand the impact of gradient descent parameters on accuracy, training speed, sparsity, and generalization
  • Build and operationalize distributed TensorFlow models
  • Represent and transform features

Conteúdo do curso

  • How Google Does Machine Learning
  • Launching into Machine Learning
  • Intro to TensorFlow
  • Feature Engineering
  • The Art and Science of ML
Treinamento online

Duração 5 dias

Preço (excl. tax)
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
  • Online Training: US$ 2 395,-
Classroom training

Duração 5 dias

Preço (excl. tax)
  • Brasil: US$ 2 395,-
  • Argentina: US$ 2 395,-
  • Chile: US$ 2 395,-
  • Colômbia: US$ 2 395,-
  • Costa Rica: US$ 2 395,-
  • México: US$ 2 395,-
  • Peru: US$ 2 395,-
 
Click no nome da cidade para reservar Agenda
Este é um curso Instructor-Led Online
Latin America
Brasil
2020-09-21 ― 2020-09-25 Treinamento online Fuso horário: America/Sao_Paulo Língua do curso: Português Inscrever
Argentina
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Buenos_Aires Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Buenos_Aires Língua do curso: Espanhol Inscrever
Chile
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Santiago Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Santiago Língua do curso: Espanhol Inscrever
Colômbia
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Bogota Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Bogota Língua do curso: Espanhol Inscrever
Costa Rica
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Costa_Rica Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Costa_Rica Língua do curso: Espanhol Inscrever
México
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Mexico_City Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Mexico_City Língua do curso: Espanhol Inscrever
Panama
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Panama Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Panama Língua do curso: Espanhol Inscrever
Peru
2020-08-24 ― 2020-08-28 Treinamento online Fuso horário: America/Lima Língua do curso: Espanhol Inscrever
2020-10-19 ― 2020-10-23 Treinamento online Fuso horário: America/Lima Língua do curso: Espanhol Inscrever