4016 Courses and Certifications

Online IT Software Courses & Certifications

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Fuzzy Logic and Neural Networks

Offered by

Certificate

Fuzzy Logic and Neural Networks

The Fuzzy Logic and Neural Networks certification is a multidisciplinary course which can be pursued by graduate or postgraduate students. Students who decide to pursue this course will get to know about fuzzy clustering, fuzzy reasoning, neural network, etc. The programme does not have any limitations regarding the admission process and can be joined by the interested students throughout the year without having to pay any amount. The course is provided as well as mentored by the Indian Institute of Technology, Kharagpur. The teachings of the course are in online mode throughout the Fuzzy Logic and Neural Networks certification syllabus of the course.

The Fuzzy Logic and Neural Networks programme is conducted by the platform of Swayam which is a government-initiated platform and gives free courses to all the students across the country. The duration which is needed to complete the course is 2 months. Candidates can learn from the programme as per their schedules since this is a self-paced course. The online training authorizes the students to be a certified user of the programme by obtaining the certificate through the mode of an exam fee followed by the offline exam. The Fuzzy Logic and Neural Networks online course also provides interactive sessions through case studies and discussions which can be done through the discussion groups created for the user of the course.

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8 Weeks
Free
Skills Covered:
Mathematical skill
Advanced Computer Architecture

Offered by

Certificate

Advanced Computer Architecture

The Advanced Computer Architecture certification is offered under the Department of Computer Science and engineering. Swayam offers this program in association with IIT Guwahati. Participants who take admission in this course come to know about high-end microprocessors, cache memory, cache optimization using gem5, etc. The course does not ask the students to pay any fees to access the course. The Advanced Computer Architecture training given through this program is completely online and there is no requirement of attending the video sessions at any specific time. The video lectures can be joined by the students at any time. Similarly, candidates can leave the sessions too according to their requirements. 

Students also get the chance to acquire a verified certificate for the online course which can be availed by paying the registration amount as exam fees and qualifying for an in-person exam. The approximate time which will be taken by the mentor of the course to complete the Advanced Computer Architecture certification syllabus is 8 weeks. Students can also learn from the course on their own if they want to choose a longer period of time than 8 weeks. The program is available on the website throughout the year so that students can apply to the course whenever they feel the need. 

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8 Weeks
Free
Skills Covered:
Knowledge of engineering
Certificate

Penetration Testing and Vulnerability Analysis

This online course is a comprehensive and hands-on programme designed to equip participants with essential skills in offensive cybersecurity. This Penetration Testing and Vulnerability Analysis certification by Emeritus aims to empower participants with the knowledge and techniques to proactively identify and resolve vulnerabilities in digital systems.

Throughout the eight-week Penetration Testing and Vulnerability Analysis online course, participants delve into various aspects of penetration testing, also known as ethical hacking. They learn to assess digital assets such as workstations, web apps, mobile apps, services, networks, and cloud infrastructure to uncover weak points that could be exploited by malicious actors. The Penetration Testing and Vulnerability Analysis certification course goes beyond theoretical concepts, providing a practical experience in a secure virtual environment, where participants learn to develop proposals for penetration tests, execute them, and compile detailed post-test reports.

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8 Weeks
$ 2,200
Skills Covered:
Business analytics knowledge Predictive Modeling knowledge
Machine Learning for Earth System Sciences

Offered by

Certificate

Machine Learning for Earth System Sciences

The Machine Learning for Earth System Sciences certification course offers a comprehensive exploration of spatio-temporal statistics and data mining, focusing on their applications in earth system sciences. Intended for final-year undergraduates, postgraduates, and research students, it covers earth system observations, data analytics, and modelling in domains like hydrology and climate.

Prerequisites include mandatory machine learning knowledge, optional deep learning expertise, and a working understanding of earth system science domains. The Machine Learning for Earth System Sciences certification by Swayam caters to both undergraduate and postgraduate levels, fostering a solid grasp of statistical concepts in analysing earth system phenomena.

Also Read: Online Machine Learning Certification Courses

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8 Weeks
Enquire
Google Cloud Computing Foundations

Offered by

Certificate

Google Cloud Computing Foundations

The Google Cloud Computing Foundations certification course provides a comprehensive exploration of cutting-edge technologies, empowering students to navigate the complexities of Cloud Computing and ML. By emphasising practical skills and hands-on experience, it equips participants with a valuable skill set highly relevant to today's technology-driven landscape.

The Google Cloud Computing Foundations certification by Swayam is tailored for individuals with a foundational understanding of IT and a keen interest in delving into Cloud Computing and Machine Learning (ML). Throughout the course, students explore key concepts in Cloud and ML, which contribute to their overall undergraduate academic progress.

Also Read: Online Cloud Computing Certification Courses

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8 Weeks
Enquire
Distributed Systems

Offered by

Certificate

Distributed Systems

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

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8 Weeks
Free
Skills Covered:
Knowledge of cloud computing Knowledge of computer networking
Design and Engineering of Computer Systems

Offered by

Certificate

Design and Engineering of Computer Systems

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL. 

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.

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8 Weeks
19 January 2025 - 13 March 2025
Free
Skills Covered:
Knowledge of engineering
Certificate

iLabX – The Internet Masterclass

The Internet is the world’s largest network. It connects everybody, from machines to people, in all life areas, be it stock exchange or art. But have you ever wondered how it all really works? Well, with the iLabX – The Internet Masterclass by edX, you will understand all the underlying internet mechanisms, along with creating a network of your own.

Every module in the iLabX – The Internet Masterclass curriculum starts with the historical background of all the Internet’s mechanisms and tools. The modules will be delivered to you through videos, texts, and other diverse interactive learning elements. You will also work on a unique vLab virtual Internet laboratory, to create an internet of your own.

The iLabX – The Internet Masterclass online programme also features many practical exercises to consolidate the concepts learnt. Moreover, you can also opt for a certificate if you wish to gain employment benefits after completing the programme. All you need is enough curiosity to learn about the Internet. There are two options for learners to enrol for the online course programme; verified and audit modes. In the audit-free mode, the candidates can access the programme only for a limited period of time.

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8 Weeks
Beginner
Free
Skills Covered:
Knowledge of computer networking

Offered by

Red Hat via Edx
Certificate

Fundamentals of Red Hat Enterprise Linux

Fundamentals of Red Hat Enterprise Linux by edX will help students learn the practical techniques for using the Red Hat enterprise using the Linux concepts. It will guide the candidates to perform the basic systems while attending to administration tasks. The session for the Fundamentals of Red Hat Enterprise Linux certification course will show how a Linux system is categorically organized. Practice sets will also be made available to the students so that they can administer their tasks and solve their problems while studying the Fundamentals of Red Hat Enterprise Linux certification program.

The Certification Course will provide the reasons for how Linux is an open-source development model and its importance in the computing world. Fundamentals of Red Hat Enterprise Linux training will open new opportunities for students in the world of IT. The session in an online course will make working with Linux easy both on the mobile, on the desktop or in the remote system. The students will be working in both the private and public cloud environment during the Program in Fundamentals of Red Hat Enterprise Linux by edX. The course offers two study tracks, one is the audit track which has the option to self-study the course but for a limited time free of cost. The other track is the verified track during which the candidates can access the course materials for an unlimited period by paying a nominal fee. 

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8 Weeks
Beginner
Free
Skills Covered:
Knowledge of Linux
React JS Course Online

Offered by

Certificate

React JS Course Online

8 Weeks

Offered by

Certificate

Front End Frameworks

In the Front End Frameworks online course, the students will be studying the process of building single-page applications in various front end platforms that include Front End frameworks. In the session on Front End Frameworks by Udacity, the students will be taught and exposed to the usage of the Ember application.

Upon taking the eight weeks programme, the students will be studying the key techniques and architectural designs that will further help and strengthen the working of the framework. In the course curriculum, the students will be studying complex web applications more easily by incorporating the framework of JavaScript in the programme module. 

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8 Weeks
Expert
Free
Skills Covered:
Web application development skills
Data Analytics and Visualization in Health Care

Offered by

RIT via Edx
Certificate

Data Analytics and Visualization in Health Care

The Data Analytics and Visualization in Health Care course is a composite course created for learners of different levels of understanding and with multi-discipline backgrounds. Big data has transformed the way the healthcare industry functions. With factors like improvement of quality, reducing costs and patient engagement being key objectives to focus on, the techniques used for analysis, processing and even collecting health care data have seen a massive advancement. This Data Analytics and Visualization in Health Care certification course will teach candidates the use of Data Analytics in the healthcare sector and its implications on the organization. 

The Data Analytics and Visualization in Health Care online course will help candidates in creating a foundation that helps in creating a data analytics program designed specifically for the healthcare domain which tackles the most burning question of the industry and provides a visual solution for deeper and more impactful answers to the applicants. Students can enrol in the course either by paying the fee or free of cost. While taking the programme for free, the learners will get access only for a limited duration. 

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8 Weeks
Expert
Free
Skills Covered:
Data science knowledge
An Introduction To Coding Theory

Offered by

Certificate

An Introduction To Coding Theory

8 Weeks
Beginner
Free
Enquire

Offered by

Certificate

Google Cloud Big Data and Machine Learning Fundamentals

Big data is the enormous amount of data that organizations have access to as a result of its scale and complexity, which makes it difficult for many analytics tools to handle or evaluate. The amount of data acquired, the frequency at which it is made available to an organization for evaluation, and the complexity or variety of that data can all be aided by tools for big data. The Google Cloud Big Data and Machine Learning Fundamentals online certification was created by Google Cloud and is taught by Google Cloud Training, which is provided through Coursera.

Google Cloud Big Data and Machine Learning Fundamentals online classes introduce the learners to the methods associated with big data and machine learning services on Google Cloud and products that enable the data-to-AI lifecycles. The Google Cloud Big Data and Machine Learning Fundamentals online course covers the steps, difficulties, and advantages of establishing a big data infrastructure and machine learning models using functionalities of Vertex AI on Google Cloud as well as the characteristics of tools like Qwiklabs, Apache Beam, AutoML, TensorFlow, BigQuery, and others.

...Read More
7 Weeks
Beginner
4,117
Skills Covered:
Knowledge of Big Data Machine learning Knowledge of Data Visualization Knowledge of cloud computing

Offered by

Certificate

Site Reliability Engineering: Measuring and Managing Reliability

Courses on Coursera are taught by instructors from worldwide universities and companies. These courses provide access to on-demand video lectures, quizzes, homework exercises, projects, and community discussion forums. Coursera has come up with this course along with Google Cloud to give the learners an opportunity to make more reliable business decisions.

The framework of the Site Reliability Engineering: Measuring and Managing Reliability course by Coursera has been tailor-made for learners who wish to gain knowledge about Site Reliability Engineering and start off their career in that direction. The course intends to equip the participants with the skills required to measure and manage reliability. 

This course will provide the participants with a detailed understanding of the different components of Site Reliability Engineering, Customer Reliability Engineering and Service Level Objectives. They will also learn about the usage of Service Level Indicators while making business decisions for better reliability. It will familiarize the participants with the various practices and theories of managing and measuring reliability.

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7 Weeks
Intermediate
Free
Skills Covered:
Knowledge of computer application
The Next Generation of Infrastructure

Offered by

Delft University of Technology via Edx
Certificate

The Next Generation of Infrastructure

The course is offered by edX in association with the Delft University of Technology which provides a verified certificate of completion to candidates who meet all requirements and complete the course. The Next Generation of Infrastructure certification is duly signed by an instructor and has a logo of the institute which makes it of great merit value. The course revolves around infrastructure wherein candidates get an opportunity to examine and analyze the hardships that arise from the social science and engineering perspective. Next Generation of Infrastructure by edX course will also talk about the hardships that such systems pose for management, governance, and decision-making. Along with this, on the social science front, candidates will also study the ethical considerations and security, analytical tools, lack of infrastructure, etc while learning the drawbacks of such systems. The key method of studying will be evaluation and analysis to study the interdependencies of these fields. 

The Next Generation of Infrastructure certification program is 7 weeks long and candidates are advised to devote around 6-8 hours to it per week to complete it successfully. This course is an intermediate-level course, so students must have some prior basic knowledge. The candidates may learn at their own pace but they will have limited access if they have chosen the audit mode. If the candidates have selected the verified track they will surely receive unlimited access to the course materials.

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7 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Urban Planning
Building Microservice Platforms with TARS

Offered by

Certificate

Building Microservice Platforms with TARS

TARS is a new-age distributed microservice applications framework developed to support multiple programming languages like C++, Java, Golang, PHP, Node.js, and Python, allowing enterprises and developers to quickly build reliable and stable applications that run at scale. This Building Microservice Platforms with TARS course is an introduction to the TARS framework and microservices for beginners.

The Building Microservice Platforms with TARS programme by edX will show you why an increasing number of companies and developers have opted for TARS to build their services. The course is ideal for enterprise managers who wish to explore internal technical architectures, as well as engineers working in microservices. Besides, anyone interested in software architecture will benefit significantly from this course.

Moreover, Building Microservice Platforms with TARS online programme also offers a certificate experience for those who wish to put their skills to work and make a career in it. The programme is offered by edX in collaboration with The Linux Foundation. According to the preferences, candidates will be able to select either the verified track or the audit track. For free limited access, the candidates can pick the audit mode whereas for the unlimited but paid version, the candidates can pick the verified track.

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7 Weeks
Beginner
Free
Skills Covered:
Software development skills
Access Controls

Offered by

Certificate

Access Controls

Access Controls is designed to provide information about what is allowed to users to do, what tasks can be performed on the system, and the resources permitted for access. This course will help the professionals to utilize systems at a group membership or user level. The participants would acknowledge the distinct access control systems, system protection, and details used at different levels of integrity, availability, and confidentiality.

The participants would be taught how to implement Authentication mechanisms and the operation of internetwork trust architectures. Coursera has collaborated with (ISC)² is an international not-for-profit association that focuses on safety and security of the cyber world. This would offer a comprehensive and programmatic approach to learning to the participants. From learning about the identification method to reset the password, the course includes every topic involved in the safety and security of the systems.

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7 Weeks
Beginner
16,796
Skills Covered:
Knowledge of Cyber Security
Introduction to Hyperledger Sovereign Identity Blockchain Solutions Indy, Aries & Ursa

Offered by

Certificate

Introduction to Hyperledger Sovereign Identity Blockchain Solutions: Indy, Aries & Ursa

Trust is broken on the internet. The advice is always the same – when you go online, ensure that you know what’s behind every button before clicking it. In this Introduction to Hyperledger course, you will look at three Hyperledger open-source projects – Aries, Indy, and Ursa. Moreover, you will get to know about the tools, reusable components, libraries attached to the projects.

The Introduction to Hyperledger programme will also teach you how to use these platforms to build applications. You will also learn how these technologies make the internet a safe place for everyone. The course is catered towards a wide-ranging audience, preferably those in the Business Administration or technology discipline.

The Introduction to Hyperledger online training is delivered by edX and developed by The Linux Foundation. Expert faculty from this institution will mentor the video lectures. A certificate option is also available if you’re looking to pursue a career path in a related field. According to the preferences, candidates will be able to select either the verified track or the audit track. For free limited access, the candidates can pick the audit mode whereas for the unlimited version, the candidates can pick the verified track.

...Read More
7 Weeks
Beginner
Free
Skills Covered:
Knowledge of Blockchain
Knowledge Based Artificial Intelligence Cognitive Systems

Offered by

Certificate

Knowledge-Based AI: Cognitive Systems

Knowledge-Based AI: Cognitive Systems training is a core programme in artificial intelligence offered by the Udacity learning platform. Since this is an advanced-level course, it involves significant independent work, readings and challenging assignments and projects. 

Moreover, the Knowledge-Based AI: Cognitive Systems curriculum covers the structured knowledge representations, knowledge-based problem-solving methods, along with planning, learning and decision-making. The syllabus includes nine lessons that are further divided into multiple topics. 

The Knowledge-Based AI: Cognitive Systems programme has been designed to fulfil three learning goals. The first goal is teaching the methods, concepts and prominent issues related to knowledge-based Artificial Intelligence (AI). The second goal is to teach the specific abilities and skills required to apply the concepts to designing knowledge-based AI. And the third goal is to understand the relationship between knowledge-based AI and human cognition. 

Additionally, the Knowledge-Based AI: Cognitive Systems online course is a free-to-learn course that will run for an approximate duration of seven weeks and allow you to learn at your convenience, pace, and from the comfort of your home.

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7 Weeks
Expert
Free
Skills Covered:
Knowledge of Artificial Intelligence
Certificate

Healthcare Analytics: AI, Big Data & Digital Transformation

Today’s healthcare institutions have access to mountains of data but don’t have the expertise and knowledge to leverage it to improve care and outcomes for their organisation. Understanding how to implement data-driven solutions can help you operate more efficiently. The Healthcare Analytics online course can help you with that.

The Healthcare Analytics programme can help you gain fluency in healthcare analytics. You’ll learn to effectively communicate with analysts, employ data for optimal business and healthcare outcomes, and build a roadmap to adopting analytics in your organisation. In this way, you can continue to lead—and succeed—with data.

By the end of the Healthcare Analytics online course, you will have increased healthcare literacy and will be able to make data-driven decisions for the betterment of your organisation. This programme is developed by The Rotman School of Management and delivered by Emeritus. You’ll also get a certificate at the end of the course.

...Read More
7 Weeks
$ 2,600
Skills Covered:
Data science knowledge Knowledge of healthcare sciences

Offered by

Certificate

Google Cloud Certification Training

The primary focus of the GCP Certification Training course is to prepare you for the Google Cloud Platform Training. Through the certification programme, you will gain an understanding of the core principles and fundamental concepts of the Google Cloud Platform. 

Further in the course, you will learn how to manage Google Cloud Platform (GCP) services, including Google Cloud Platform’s database, networking, and security services, among others. The Google Cloud Certification Training- Cloud Architect syllabus will cover the basics of cloud computing and the core infrastructure of Google Cloud Platform. The course curriculum is strictly in accordance with the exam guide officially provided by Google.

Moreover, the GCP Certification Training course by  Edureka also focuses on how to use the major command-line tools for importing data in Google Cloud Storage and how to run queries for data analysis. You will become skilful at creating a migration plan, designing strategy, and collecting and analysing metrics.

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7 Weeks
Beginner
19,995
Skills Covered:
Machine learning Knowledge of Big Data Knowledge of cloud computing
Business Considerations for Edge Computing

Offered by

Certificate

Business Considerations for Edge Computing

Offered by edX, this is a 7 weeks online course in which students have to contribute 1-2 hours of weekly effort to be able to complete the Business Considerations for Edge Computing training. The computing programme is free of cost but with an additional fee of the specified amount, the candidate can secure a Verified Certificate from the institution. LinuxFoundationX has come up with the Business Considerations for Edge Computing certification course at an introductory level for students who are keen on learning about digital transformation

The course will help candidates study what Edge is and how it has been a huge player in digital transformation in the world. Along with studying Edge, students will also study its relationship with and the rise of its ancillaries such as 5G, IoT, and AI. Candidates and faculties will together analyze data security and privacy so they can share examples and methods of how they can encourage more innovation with Edge under the Business Considerations for Edge Computing online course. The candidates will get free audit track access for a limited period only whereas the verified track gives unlimited access to the course. Both these tracks can be learned in the self-paced mode.

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7 Weeks
Beginner
Free
Skills Covered:
Knowledge of Digital Tools
Product Management with Lean Agile and System Design Thinking

Offered by

Certificate

Product Management with Lean, Agile and System Design Thinking

The ‘Product Management with Lean, Agile and System Design Thinking’ online certification course is an advanced level training for the students to engage in discussions of the decision making based on business and organizational frameworks involved with digital products. This course is provided by Edx and the course curriculum is developed by Boston University. This computer science program by Edx requires the students to complete the course within an estimated time of seven weeks and the students are expected to spend a minimum of four to eight hours per week. 

The course instructors from BU for this self-paced learning program are Nitin R. Joglekar, an associate professor of operations management and technology, and Varun Nagaraj, Questrom digital learning and innovation fellow. The participants of this program will be given insights on specific aspects such as management of workflow, product life-cycle decisions, and system design thinking. The ‘Product Management with Lean, Agile and System Design Thinking’ certification course enables students to receive a course certificate at the end of the course.

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7 Weeks
Expert
Free
Skills Covered:
Knowledge of Product Management Decision making skills Design thinking Data science knowledge Knowledge of SCRUM Business Management

Offered by

Certificate

MSBI Certification Training Course

The MSBI Certification Training is a five-week course designed to introduce you to the concept of Business Intelligence and Data Warehousing. The course curriculum will have a brief introduction to different Microsoft BI concepts and business intelligence.

An online instructor-led programme, the course primarily introduces the candidates to MSBI architecture as well as the importance of SSIS as a tool for data integration. The certification course contains lessons on the flow of data and its components as well.

The MSBI Certification Training online course also teaches you to successfully differentiate between different transformations such as Data Conversion, Multicast, Union, and many others. Besides, the certification course also covers how to use Foreach loop as a Hands-on/Demo.

Furthermore, the curriculum includes modules which are specially designed to provide insights into the different tools of the Microsoft BI Suite. Upon completion of the MSBI Certification Training course by Edureka, you will have a practical understanding of data warehousing and how to use MSBI tools efficiently. 

...Read More
7.5 Weeks
17,999
Skills Covered:
SQL knowledge
Introduction to Serverless on Kubernetes

Offered by

Certificate

Introduction to Serverless on Kubernetes

If you are an IT operator or developer, Introduction to Serverless on Kubernetes online course is an excellent course to understand what serverless is and how it works. The term serverless is gaining popularity due to the advent of AWS Lambda. It can help build faster applications than if you use traditional approaches. 

Alex Ellis, the founder of OpenFaas and inlets, will be teaching you the syllabus of Introduction to Serverless on Kubernetes by edX. It is a seven-week course and needs about two to three hours per week to complete. However, it is self-paced so that you can decide the timing of the lectures. 

You can either enrol in the Introduction to Serverless on Kubernetes for free or gain full access to the course, including the certificate, by paying the course fee. Moreover, they are unrestricted by limits such as the size of your code, the available languages, and the execution duration. According to the preferences, candidates will be able to select either the verified track or the audit track. For free limited access, the candidates can pick the audit mode whereas for the unlimited but paid version, the candidates can pick the verified track.

...Read More
7 Weeks
Beginner
Free
Skills Covered:
Knowledge of AWS Technology

Offered by

Certificate

Getting Started With Application Development

Through a comprehensive study regimen including presentations, hands-on labs and demos, the Getting Started with Application Development programme will help you learn the skills needed to design and develop cloud-native applications, which integrate seamlessly with managed services from the Google Cloud. 

Getting Started with Application Development course has a broad curriculum including Overview of Data Storage Options, Best Practices for Application Development, Best Practices for Using Datastore, and more. The certification course will also help you learn to use the correct GCP storage services for object storage, caching, rational data, and analytics. 

Moreover, you can choose the language of preference when completing lab work. You can choose to work with Java, Python or Node.js. The Getting Started with Application Development online course will also provide you with the flexibility to learn in your time and reset your deadlines based on convenience. 

Lastly, you will earn a combined certificate from Google and Cloud and Coursera after the completion of the certification course.

...Read More
7 Weeks
Intermediate
4,053
Skills Covered:
Knowledge of cloud computing

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