Best Resources To Learn Google Cloud Platform
GCP or Google Cloud Platform is one of the fastest-growing cloud platforms in the industry. The platform helps manage computing, provide large-capacity data storage, offer robust machine learning services, and more. Here is a list of the best resources to learn GCP online. The courses are meant for students and professionals who want to try their hands on the popular cloud platform.
Google Cloud training
About: This training is provided by the developers of the Google Cloud platform. The tutorials will help you understand how to master implementing, deploying, migrating, and maintaining applications on cloud infrastructure, build cloud-native applications using Google Cloud’s end-to-end solutions, leverage data and gain real-time insights to improve decision-making and accelerate innovation, implement end-to-end machine learning models and learn how to deploy the latest artificial intelligence tools and more.
Google Cloud Platform (GCP) Fundamentals for Beginners
About: This course provides an overview of the Google Cloud Platform. From the core building blocks such as Compute, Networking, and Storage to the advanced services, this online tutorial helps understand the key concepts and steps on how to start being productive. Each section of this course includes a hands-on demo of one of the key services.
Developing Applications with Google Cloud Platform Specialization
About: In this specialization, you will learn how to design, develop, and deploy applications that seamlessly integrate managed services from GCP. Through a combination of presentations and hands-on labs, you will learn how to use the GCP services and pre-trained machine learning APIs to build secure and intelligent cloud-native applications.
Google Cloud Platform Fundamentals: Core Infrastructure
About: This course introduces you to essential concepts and terminology for working with GCP. You will learn about various vital resources and policy management tools, such as the Google Cloud Resource Manager hierarchy and Google Cloud Identity and Access Management. You will also learn about many computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery.
Google Cloud Platform Full Course
About: This is a three-hour online video tutorial on Google Cloud Platform by Simplilearn. The tutorial covers all the critical concepts of Google Cloud Platform, such as GCP, AWS vs GCP, Google Cloud ML, fundamentals of GCP and more.
GCP: Complete Google Data Engineer and Cloud Architect Guide
About: This course is a comprehensive guide to the Google Cloud Platform for ML with TensorFlow, Big Data with Managed Hadoop. You will learn how to deploy managed Hadoop apps on the Google cloud platform, build deep learning models on the cloud using TensorFlow, use big data technologies such as BigTable, Dataflow, Apache Beam and Pub/Sub, etc.
Machine Learning with TensorFlow on Google Cloud Platform Specialization
About: In this course, you will learn how to write distributed machine learning models that scale in Tensorflow. You will also learn how to 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. You will experiment with end-to-end ML, starting from building an ML-focused strategy and progressing into model training, optimization, and productionalization.
Google Cloud Platform Training | Introduction To GCP
About: This is an online video tutorial offered by Edureka. You will get comprehensive training on the Google Cloud Platform. The course starts with the basics of Cloud Computing. As the course progresses, you will understand the GCP core infrastructure, how to manage GCP services such as GCP compute services, GCP database services, GCP security services, GCP networking services, GCP IAM etc.