Take free online cloud computing courses and learn to build and deploy machine learning programs on the cloud. The concepts discussed in this machine learning course have been intuited from a fundamental level to an advanced level with practical implementation at every stage, allowing every course participant to master the skills irrespective of the background.
- Understand the Basics of Cloud Technology
- Why use cloud computing
- Fundamentals of Machine Learning
- How to build your own machine learning model
- Network Communication basics
- What is the MNIST dataset?
- How to deploy a remote server
Cloud Computing is one of the most demanding streams in technology nowadays. This technology has been around for more than two decades and most of the businesses across the world are moving to cloud due to the competitive advantages it holds. Using cloud services not only helps with smart usage of infrastructure but also minimizes the operational costs of your business. This way, cloud computing has rapidly developed throughout the years and has demonstrated to be a boon for small entrepreneurs and small businesses.
With Appy Pie Academy’s Learn Cloud Computing for Machine Learning course, you’ll master yourself for building and deploying machine learning programs. This cloud computing course will help you learn how to build and deploy machine learning programs practically no time. Our cloud computing course is precise and designed to focus on providing effective techniques you need to learn cloud computing and also to be a pro in this technology. This course will teach you everything about cloud computing, including:
What is cloud computing and why is it important
- How to use cloud computing
- What is a network?
- What is AWS cloud computing
- Cloud computing security
- Machine learning algorithms
- Neural networks and deep learning
- Machine learning applications
- What is a Neuron?
- What are Weights?
- What are Biases?
- Application-specific hardware
- Advantages of cloud computing
- App Engine
- Writing the code
- Documentation of API
- And many more!
Overall, this course aims at providing a holistic understanding of cloud computing on Google Cloud and creating a compute instance on Google Cloud Platform. Once you spend a couple of hours learning the powerful cloud computing in this course, you will be able to handle any kind of cloud computing project.
Why Should You Take This Course?
In this technological world, almost everything in the digital world is connected to the cloud in some way or another. It has become new to using computers in business, education, hospitals, military, aeronautics, and communication. And, it one of the most important parts of IT that help to achieve the goals of business automation. Therefore, no matter which technology you work in, knowledge in cloud computing can open new opportunities in the global market.
This course is designed to provide a comprehensive but concise foundation for understanding cloud computing. By the end of this course, you will have a solid idea to help your organization reduce risks and costs to implement projects on different cloud platforms. This Cloud computing course from Appy Pie Academy is a great way to take your career to greater heights.
Who this course is for:
- Anyone interested in cloud computing
- Anyone looking to upgrade their skills in cloud computing
- Technology entrepreneurs who want to make their business process efficient
- Section Introduction Of Cloud Computing For Machine Learning 3 Min
- Defining a Cloud 8 Min
- Why use cloud computing? 12 Min
- Virtualization 12 Min
- What is a network 8 Min
- What is a compute instance 5 Min
- Fundamentals Of Machine Learning 4 Min
- What is a Neuron? 4 Min
- What are Weights? 9 Min
- What are Biases? 7 Min
- Application specific hardware 8 Min
- Basics of HTTP requests 8 Min
- What is an API ? 8 Min
- Documentation of API 11 Min
- Parameters in a request 7 Min
- Installing Postman 59 Sec
- Using Postman for making Requests 10 Min
- App Engine Section Introduction For Machine Learning 4 Min
- Why another engine? 00:00
- Content Delivery Network 9 Min
- Initialise App Engine 4 Min
- Writing the Code 00:00
- Running the App 00:00
- How Do You Deploy A Remote Server Code 2 Min
- App structure 6 Min
- App Engine config file 8 Min
- App yaml configuration file 4 Min
- What are Jinja templates? 3 Min
- Creating a form in HTML 17 Min
- Variables in HTML 9 Min
- Adding static stylesheet 4 Min
- A Smartphone and pc/laptop during course learning
- An Internet Connection
- No prior programming knowledge is required
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