Google Cloud Platform helps you in building, deploying, and scaling applications, websites, blogs, and services on the same infrastructure as Google. Learning the Google Cloud Platform will help you in your career.
What is Google Cloud Platform?
Google Cloud Platform is basically a suite of public cloud computing services that are offered by Google itself.
This platform offers a range of hosted services for computing, storage, and development of applications that are run on Google hardware and infrastructure.
How do I access Google Cloud?
Anyone can easily access Google Cloud Platform services over the public internet or through a dedicated network connection.
What Are the Benefits of Google Certification Program?
Google’s Certification Program helps show you showcase and demonstrate your technical knowhow and skills in various job roles and technology fields. You can find more information with respect to Google Cloud Certification at Google Cloud Certifications.
Let’s get started with the best Google Cloud courses and training.
7 Best Free Google Cloud Courses, Certification & Training in 2019
1. Google Cloud Platform Big Data and Machine Learning Fundamentals (Coursera)
It is a 2-week accelerated on-demand Google cloud course that will introduce you to technologies like Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).
You will get a quick overview of the Google Cloud Platform and will get knowledge of the data processing capabilities of GCP.
What You Will Learn
- How to process big data at scale for analytics and machine learning.
- You will be able to identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform (GCP).
- How to use CloudSQL and Cloud Dataproc to migrate the existing MySQL and Hadoop/Spark/Pig/Hive workloads to Google Cloud Platform.
- How to employ BigQuery and Cloud Datalab to carry out various interactive data analysis.
- How to choose between Cloud SQL, BigTable, and Datastore.
- Ability to train and use a neural network using TensorFlow.
- Ability to choose between different types of data processing products on the Google Cloud Platform.
- You will learn the fundamentals of building new machine learning models.
- Knowledge of creating streaming data pipelines and dashboards using GCP.
After doing this course you will get the following skills:
- Tensorflow
- Bigquery
- Google Cloud Platform
- Cloud Computing.
Course Rating: 4.6 out of 5
2. Data Engineering, Big Data, and Machine Learning on GCP Specialization (Coursera)
It is a 5-week duration accelerated online learning course on Data Engineering, Big Data, and Machine Learning.
This free course will give you a hands-on introduction to designing and building the data processing systems on the Google Cloud Platform – GCP.
In this course, you will get presentations, various demos, and hands-on labs.
You will also learn as to how to design data processing systems, build end-to-end data pipelines, analyze the data and do machine learning.
This course covers in detail the structured, unstructured, and streaming data.
What You Will Learn
- Technical knowledge of designing and building data processing systems on Google Cloud Platform.
- Ability to enable instant insights from streaming data.
- How to leverage unstructured data using Spark and ML APIs on Cloud Dataproc.
- Derive and interpret business insights from extremely large datasets using Google BigQuery.
- Effectively train, evaluate and predict using machine learning models such as Tensorflow and Cloud ML.
- How to process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow.
Course Rating: 4.6 out of 5
3. Google Cloud Architecture Course – Architecting with Google Compute Engine Specialization (Coursera)
In this course, you will learn about the infrastructure and platform services provided by Google Cloud Platform (GCP) with a complete focus on the Compute Engine.
This online course basically covers knowledge on how to deploy practical solutions such as securely interconnecting networks, security and access management, customer-supplied encryption keys, quotas and billing, and resource monitoring (i.e. how to monitor resources).
You will get a whole lot of easily learning material such as presentations, demos, and hands-on labs.
This course is targeted for Cloud Solutions Architects, DevOps Engineers and people who use Compute Engine.
4. Machine Learning with TensorFlow on Google Cloud Platform Specialization – Google Cloud Machine Learning Certification (Coursera)
It is a great course for learning machine learning with TensorFlow.
TensorFlow makes it super easy for beginners and even experts to learn how to create machine learning models for desktops, mobiles, web, and cloud.
In this course you will learn, what is machine learning and the about what kinds of different problems it can solve?
You will find answers to questions such as: What are the 5 phases of converting a candidate use case to be driven by machine learning?
Why are neural networks so popular these days? How you can set up a supervised learning problem and find a good solution using gradient descent and a meaningful way of creating datasets?
You will also learn how to incorporate the proper mix of parameters that will yield accurate, generalized models.
You will also understand about the end-to-end Machine Learning – ML process, starting from building a Machine Learning – ML-focused strategy to progressing into model training, optimization, and productionalization with the hands-on labs using Google Cloud Platform.
Course Rating: 4.5 out of 5
5. Data to Insights with Google Cloud Platform Specialization (Coursera)
If you want to learn about data insights then this course if great for you. You will learn how to query and process petabytes of data in just seconds.
This course will teach you how to derive data insights through data analysis and visualization using the popular Google Cloud Platform aka GCP.
This course comes with interactive scenarios and numerous hands-on labs where you will be able to explore, mine, load, visualize, and extract data insights from diverse Google BigQuery datasets.
You will also learn about data loading, querying, schema modeling, optimizing performance, query pricing, and finally data visualization.
This course is most suited for Data Analysts, Business Analysts, Business Intelligence professionals.
Course Rating: 4.7 out of 5
6. Security in Google Cloud Platform Specialization (Coursera)
It is a good course to understand the Google approach to security.
With this course, you will learn to manage administrative identities using the Cloud Identity and implement IP traffic controls using VPC firewalls and Cloud Armor.
In this course, there will be a number of lectures, demonstrations, and hands-on labs which will help you in learning how to explore and deploy the components of a secure GCP solution such as Cloud Identity, GCP Resource Manager, Google Cloud Load Balancing, Cloud CDN, Cloud Storage access control technologies, Cloud IAM, Google Virtual Private Cloud firewalls, Stackdriver, Security Keys, Customer-Supplied Encryption Keys, and Cloud Armor.
You will learn how to implement the least privilege administrative access using Google Cloud Resource Manager and Cloud IAM.
The skills you will gain after doing this course are cloud computing, security, data security, application security, and network security policy.
Course Rating: 4.7 out of 5
7. Developing APIs with Google Cloud’s Apigee API Platform Specialization (Coursera)
This course will teach you how to develop APIs with Google Cloud’s Apigee API platform.
It is a 3-course specialization which will make you learn about the Google Cloud Platform (Apigee) and how to use them to your APIs to properly implement and secure them.
You will get a number of video lectures, hands-on labs, and extra supplemental materials to learn how to design, build, and deploy your API solution using the services on the Google Apigee Platform.
You will be able to develop your own free environment and develop your first set of APIs after completing this course.
This course and specialization are perfect for API designers and developers.
Course Rating: 4.6 out of 5
Conclusion
So these were the 7 Best Free Google Cloud Courses, Certification & Training.
We hope that the above courses on Google Cloud Platform will be useful for you in mastering Google Cloud and enhance your career scope.
We wish you success in your learning. Best of luck from the Programming Cube Team.
