Big Data And Machine Learning With Google Cloud Platform - Argentina

Google Cloud Big Data and Machine Learning Fundamentals Certification Outline

Module 1: Introduction to Google Cloud Platform

• Google Platform Fundamentals Overview
• Google Cloud Platform Big Data Products

Module 2: Compute and Storage Fundamentals

• CPUs on Demand (Compute Engine)
• Global Filesystem (Cloud Storage)
• CloudShell
• Lab: Set Up an Ingest Transform Publish Data Processing Pipeline

Module 3: Data Governance and Security

• Importance of Data Governance
• Data Security Best Practices
• Compliance and Regulatory Considerations
• Data Encryption and Access Controls
• Monitoring and Auditing Data Access
• Lab: Implementing Data Governance and Security

Module 4: Data Analytics on the Cloud

• Stepping-Stones to the Cloud
• Cloud SQL: Your SQL Database on the Cloud
• Spark on Dataproc

Module 5: Scaling Data Analysis

• Fast Random Access
• Datalab
• Lab: Build a Machine Learning Dataset

Module 6: Machine Learning

• Introduction to TensorFlow Datasets
• Pre-built Models for Common Needs

Module 7: Data Processing Architectures

• Message-Oriented Architectures with Pub/Sub
• Reference Architecture for Real-Time and Batch Data Processing

Who should attend this Google Cloud Big Data and Machine Learning Fundamentals?

The Big Data and Machine Learning with Google Cloud Platform Course is designed for those who want to get better at implementing Machine Learning and Big Data concepts through the Google Cloud Platform. The Big Data and Machine Learning with Google Cloud Platform Course can benefit the following professionals:

• Data Engineers
• Data Scientists
• Data Analysts
• Business Analysts
• Solution Architects
• System Engineers
• Database Administrators

Prerequisites of the Google Cloud Big Data and Machine Learning Fundamentals Certification

There are no formal prerequisites for this Big Data and Machine Learning with Google Cloud Platform Training Course.

Google Cloud Big Data and Machine Learning Fundamentals Certification Overview

Big Data and Machine Learning with Google Cloud Platform is a comprehensive course that introduces delegates to the powerful capabilities of Google Cloud Platform in handling Big Data and Machine Learning. In today's data-driven world, this subject is of utmost relevance, offering professionals the tools and knowledge they need to leverage Google Cloud's extensive resources effectively.

Professionals across various industries, particularly those in Data Analysis, Machine Learning, and Cloud Computing, should aim at mastering this course. It equips delegates with the tools and knowledge to navigate Google Cloud's comprehensive suite of Big Data and Machine Learning services, enabling the processing, analysis, and interpretation of complex datasets with efficiency and precision.

This 1-day Big Data and Machine Learning with Google Cloud Platform Course delivered by the Knowledge Academy equips delegates with the practical skills and insights required to excel in the world of Big Data and Machine Learning with Google Cloud Platform. Delegates will gain hands-on experience in data processing, Machine Learning, and the creation of data processing architectures.

Google Cloud Big Data and Machine Learning Fundamentals Certification Objectives

• To provide an understanding of Google Cloud Platform's Big Data and Machine Learning capabilities
• To familiarise delegates with Google Cloud's data processing products and how to compute and store data effectively
• To teach delegates how to set up data processing pipelines for ingesting, transforming, and publishing data
• To enable delegates to import data into cloud SQL, run queries, and make machine learning recommendations using Spark on Dataproc
• To instruct delegates on fast random access, Datalab, and BigQuery for efficient data handling
• To empower delegates to create machine learning datasets and implement machine learning models using TensorFlow

After completing this course, delegates will gain a competitive edge in their careers, equipped with practical skills in Big Data and Machine Learning with Google Cloud Platform, making them valuable assets to their organisations. Additionally, they will be well-prepared to pursue Google Cloud Certifications, further advancing their professional development and increasing their job prospects in the data and Machine Learning field.

What’s included in this Google Cloud Big Data and Machine Learning Fundamentals Certification?

• World-Class Training Sessions from Experienced Instructors
• Big Data and Machine Learning with Google Cloud Platform Certificate
• Digital Delegate Pack

You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.