Overview

This GCP-AMLTF: Advanced Machine Learning with TensorFlow on Google Cloud course will give you hands-on experience optimizing, deploying, and scaling a variety of production ML models. You’ll learn how to build recommendation systems
and scalable, accurate, and production-ready models for structured data, image data, time series, and natural language text.

Skills Covered

  • Implement the various flavors of production ML systems—static, dynamic, and continuous training; static and dynamic inference; and batch and online processing.
  • Solve an ML problem by building an end-to-end pipeline, going from data exploration, preprocessing, feature engineering, model building, hyperparameter tuning, deployment, and serving.
  • Develop a range of image classification models from simple linear models to high-performing convolutional neural networks (CNNs) with batch normalization, augmentation, and transfer learning.
  • Forecast time-series values using CNNs, recurrent neural networks (RNNs), and LSTMs.
  • Apply ML to natural language text using CNNs, RNNs, LSTMs, reusable word embeddings, and encoder-decoder generative models.
  • Implement content-based, collaborative, hybrid, and neural recommendation models in TensorFlow.

Who Should Attend

  • Data Engineers and programmers interested in learning how to apply machine learning in practice.
  • Anyone interested in learning how to leverage machine learning in their enterprise.

Course Curriculum

Prerequisites

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

  • Knowledge of machine learning and TensorFlow to the level covered in Machine Learning on Google Cloud coursework.
  • Experience coding in Python.
  • Knowledge of basic statistics.
  • Knowledge of SQL and cloud computing (helpful).

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Course Modules

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Training Options

Intake: 29 Apr - 3 May 2024
Duration: 5 Days
Guaranteed: TBC
Modality: ILT
Price:

RM14,000.00Enroll Now

Exam:
Intake: 29 Apr - 3 May 2024
Duration: 5 Days
Guaranteed: TBC
Modality: VILT
Price:

RM14,000.00Enroll Now

Exam:
Intake: 29 Jul - 2 Aug 2024
Duration: 5 Days
Guaranteed: TBC
Modality: ILT
Price:

RM14,000.00Enroll Now

Exam:
Intake: 29 Jul - 2 Aug 2024
Duration: 5 Days
Guaranteed: TBC
Modality: VILT
Price:

RM14,000.00Enroll Now

Exam:
Intake: 28 Oct - 1 Nov 2024
Duration: 5 Days
Guaranteed: TBC
Modality: ILT
Price:

RM14,000.00Enroll Now

Exam:
Intake: 28 Oct - 1 Nov 2024
Duration: 5 Days
Guaranteed: TBC
Modality: VILT
Price:

RM14,000.00Enroll Now

Exam:

Exam & Certification

Professional Machine Learning Engineer.

Professional Machine Learning Engineer designs, builds, and productionizes ML models to solve business challenges using Google Cloud technologies and knowledge of proven ML models and techniques.

Training & Certification Guide

Frequently Asked Questions