4013 Courses and Certifications

List of Online Courses and Certifications

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Online Hands on Machine Learning and Artificial Intelligence Program

Offered by

Certificate

Online Hands-on Machine Learning and Artificial Intelligence Program

The Online Hands-on Machine Learning and Artificial Intelligence Program is a no-coding, no-programming course. But it is still totally lab-oriented, practical, and interactive. It aims to study analytics techniques using Machine Learning and enable students to employ it in their research, teaching, or other industrial contexts.

KNIME and H2O are the two tools you will learn to use with the Hands-on Machine Learning and Artificial Intelligence programme. The instructor will explain each step in a particular project/assignment and create a workflow for it on KNIME. You will then go through the steps and try to solve them yourself on your laptop. Whenever you have a doubt or question, you can ask the instructor in real-time. The results will become available to both you, and the instructor immediately afterward.

The Hands-on Machine Learning and Artificial Intelligence training sessions will go live between 2 PM and 5 PM on weekends. There will be six hours of training each week for five weeks, a total of 30 hours. Esteemed faculty from the Indian Institute of Technology (IITs) from across the country teach students the course.

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5 Weeks
12,000
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Certificate

Cryptography: Boolean functions and related problems

The Cryptography: Boolean functions and related problems online course is offered by the Novosibirsk State University in the online educational platform Coursera. The course instruction of this online programme is for five hours and is scheduled for five weeks. It is led by the course educators, Kutensko Aleksandr(Researcher), Anastasiya Gorodilova(Senior Lecturer), Natalia Tokareva(Associate Professor), Stjepan Picek(Assistant Professor), George Pintus(Researcher). 

The Online training helps the learners gain advanced knowledge about cryptography and the algorithm skills associated with it. It provides the opportunity to understand the boolean functions of cryptography. The expert guidance from the educators and feedback from the peers during discussions will enable the students to gain an enhanced skill set of Cryptography. This advanced-level course provides the benefit of earning a course certificate that can be shared for a reference to your knowledge of cryptography. The videos, readings, and practice exercises in the course training help the students get a wholesome learning experience.

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5 Weeks
Expert
Free
Skills Covered:
Knowledge of Cryptography Knowledge of Cyber Security Knowledge of Algorithms Mathematical skill
Excel Basics for Data Analysis

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Certificate

Excel Basics for Data Analysis

This Excel Basics for Data Analysis certification course is intended to give students a basic understanding of how to use Excel spreadsheets for data analysis. It goes through some of the fundamentals of dealing with spreadsheets and how to use them in data analysis. The Excel Basics for Data Analysis training contains plenty of learning videos, demonstrations, and illustrations, as well as step-by-step instructions for applying and practicing on a live spreadsheet. 

This Excel Basics for Data Analysis certification is appropriate for those interested in pursuing a career in data processing or data science, as well as others who really want to use Excel for data analysis in their own domains. The candidate will gain useful experience cleaning and wrangling data with functions, as well as analyzing data with techniques like filtering, sorting, and constructing pivot tables. 

This Excel Basics for Data Analysis online course begins with an overview of spreadsheets such as Microsoft Excel and Google Sheets, as well as data loading from a variety of sources. Following this introduction, they'll learn how to execute some simple data wrangling and cleaning operations, as well as how to use filtering, sorting, and pivot tables inside the spreadsheet to further your understanding of data analysis. 

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5 Weeks
Beginner
3,384
Skills Covered:
Data science knowledge Knowledge of Excel
Certificate

Deploying TinyML

The Deploying TinyML Certification Course is an open online course that introduces students to the steps involved in implementing TinyML applications. The course will help students understand the workings of the software along with the right codes required to deploy their tiny microcontroller-based device. It is a specialized course and a mix of computer science and electrical engineering.

The Deploying TinyML Training Course is an intermediate-level course that requires learners to have basic knowledge of the Applications of TinyML and Basic Programming in C/C++. The course taught in a self-paced manner will be beneficial for students who wish to earn a professional certificate in Tiny Machine Learning.

The Deploying TinyML Online Course is taught over 5 weeks with the aid of online course materials. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University and Pete Warden, Technical Lead at Google. After the completion of the online assessment process, students will get access to a certificate in the paid verified mode. In the free audit mode, they can get a limited duration of access to the self-paced course. 

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5 Weeks
Intermediate
Skills Covered:
Knowledge of deep learning Data science knowledge Machine learning Knowledge of Artificial Intelligence
Amazon DynamoDB Building NoSQL Database Driven Applications

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Certificate

Amazon DynamoDB: Building NoSQL Database-Driven Applications

Coursera’s Amazon DynamoDB: Building NoSQL Database-Driven Applications online course is tailored to help you learn the concepts associated with NoSQL databases. The training curriculum provides a profound understanding of Amazon DynamoDB topics. The curriculum includes SDKs, recovery, security and encryption, stateless applications, best practices, global tables, and streams, among others.

DynamoDB is a document database and a key-value store delivering single-digit millisecond performance. It is accurately taught and introduced by the Amazon DynamoDB: Building a NoSQL Database-Driven Applications training programme. This database is multi-region, Multimaster, and fully managed with a built-in backup and restore and in-memory caching. With over 10 trillion requests a day and peaks of over 20 million requests a day, DynamoDB is designed to deal with requests and maintain the peaks effortlessly.

The Amazon DynamoDB: Building NoSQL Database-Driven Applications online programme is a combination of video-based lectures with video transcripts for five weeks. Further, it is offered by Amazon Web Services. Expert technical trainers, Seph Robinson and Morgan Willis will conduct the programme with demonstrations and hands-on lab exercises which run in your own AWS account. With this training, you will learn to build, deploy, and maintain your own DynamoDB-powered application. 

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5 Weeks
Intermediate
3,087
Skills Covered:
Database Management Knowledge of Cryptography
Securing Digital Democracy

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Certificate

Securing Digital Democracy

The certificate course called Securing Digital Democracy by Coursera prepares every citizen about the true potential of electronic and internet voting aspects in the future. It teaches you everything that you must know about the true risks and security issues in our times. This course takes a look at the different times of past, the present, and future aspects of conducting elections and the various technologies involved in elections. This course will teach candidates about exploring the different subsets intersected by the factors involved in the process like Including the use of computers, human factors, Cybersecurity and its threats, public policy, and other related factors.

This course is rightly titled securing digital democracy since it deals with the most important aspect of democracy, the elections. The course teaches in detail the entire electoral process and the challenges one can encounter and hence prepare for in the future course of elections. With insights from the past with a detailed history of voting, this course is curated with a very structured format that is easy to grasp and allows an understanding of every candidate from different backgrounds. For candidates from public policy, cybersecurity, and software testing this course will develop an understanding of the electoral process and its changing dynamics that will better help them develop tools for the elections of the future.

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cyber Security
SailPoint IdentityIQ Implementation & Developer Exam Prep

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Certificate

SailPoint IdentityIQ Implementation & Developer Exam Prep

The Sailpoint IdentityIQ Implementation Certification course has been designed to help you acquire job oriented training in SailPoint IdentityIQ. You will start by learning the basics of technology and essentially move on to an advanced level. The course will help clear your concepts of Identity cubes, lifecycle manager, Sailpoint IdentityIQ, certifications, Identity risk modelling, etc. 

During the Sailpoint IdentityIQ Implementation training programme, you will learn the fundamentals of IdentityIQ architecture and its vital features, execute troubleshooting, debugging, management approach, and more. Furthermore, the programme will clear your concepts of identity risk modelling, identity cubes, certifications, lifecycle manager etc. 

You will be provided with 32 hours of guided training with an instructor and a blended learning model. You can also choose from the different learning methods offered by Infosec Train and learn at your convenience. On completing the Sailpoint IdentityIQ Implementation Training, you will gain a training certificate to help you land a job in MNCs like Wipro, Tech Mahindra, Genpact, Capgemini and more. In addition, you will also get some support after the training ends.

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35 Days
Skills Covered:
Technology skills

Offered by

Certificate

Managing Security in Google Cloud Platform

Google Cloud offers the intermediate-level Managing Security in Google Cloud Platform certification course. The course is for candidates interested in the study of security controls and techniques on the Google Cloud Platform. The course is a part of multiple programmes and is taught by top instructors in Coursera. Completing this course will help the candidates in learning two programmes with tangible career benefits: Google Cloud Security Professional Certificate and Security in Google Cloud Platform Specialisation. 

The Managing Security in Google Cloud Platform online programme will help the participants understand and learn about the components of a secure GCP solution. It includes the GDP Resource Manager, Google Virtual Private Cloud firewalls, Cloud IAM, Cloud CDN, Google Cloud load balancing, Stackdriver, security keys, and customer-supplied encryption keys. The candidates will successfully learn mitigations for infrastructure along with phishing attacks, Distributed Denial-of-service attacks, and threats involving content classification and use. 

Coursera’s Managing Security in Google Cloud Platform course has five modules, each with module quizzes. It has multiple pre-recorded lectures, demonstrations, and hands-on labs. The course takes approximately Seven hours to complete. 

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5 Weeks
Intermediate
1,699
Skills Covered:
Knowledge of cloud computing
Certificate

IT Infrastructure and Emerging Trends

The IT Infrastructure and Emerging Trends is offered by the University of Minnesota on the online education platform Coursera. This course is a study about the basics of IT trends that equips the executives with the knowledge of the digital technologies to excel in the business world. It is scheduled for five weeks which consists of eight hours worth of course materials in total and the course is instructed by Associate Professor Soumya Sen s from Carlson School of Management, Information and Decision Sciences. 

The IT Infrastructure and Emerging Trends provides an overview of the emerging trends in the information technology sector such as the mobile, cloud, security and blockchains. This introductory level course on information technology helps the candidates understand the nuances in the technologies and new principles associated with IT and information systems that drive the business organisations to improve their strategies and counter the technical risks and problems.

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5 Weeks
Beginner
1,699
Skills Covered:
Knowledge of cloud computing Knowledge of Cryptography Knowledge of IT industry Business sense Knowledge of Blockchain Managerial skill
Certificate

Digital Thread: Implementation

5 Weeks
Beginner
4,117

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

Certificate

Web Developer Certification Training Course

Through the Web Developer Certification Training Course, Edureka provides an in-depth understanding of the foundational languages essential to becoming a Web Developer. This programme will help you build your basics to understand and design HTML elements using CSS. Deploying the websites on Amazon Simple Storage Service using novel features such as HTML5 and CSS3 will help you gain industry-level expertise.

Furthermore, completing the Web Developer Certification Training Course by Edureka will make you more conversant with essential components of Twitter Bootstrap 3; such as Accordion, Carousel, Fixed Navigation Bar, Forms, Jumbotron, Modals, ScrollSpy, Thumbnails, and Bootstrap tour. The Web Developer Certification Training Course aims to help you build a wealth of projects in Web Development including AJAX Application, Drink mate web application, Canvas Clock, E-Commerce website menu, URL shortener, and Edureka Bootstrap Tour. You will learn javascript as well.

Besides, you have the option to study at your own pace; while course-end projects and practical assignments will build your technical understanding. The course also offers support in making your CV so that you attract prospective employers. A certificate will be issued after you complete the Web Developer Certification Training Course. 

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5.5 Weeks
19,995
Skills Covered:
Knowledge of CSS Web application development skills
Single Page Web Applications with AngularJS

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Certificate

Single Page Web Applications with AngularJS

Single Page Web Applications With the AngularJS certification course is designed for the participants who are interested in gaining skills in AngularJS. Through this course, the participants would learn about the fundamental structure of AngularJS 1. x, the components of AngularJS 1. x, and techniques of code organization. The course will train the participants in enhancing the capability of the web application by making use of dependency injection to regenerate existing services.   

The Single Page Web Applications With AngularJS certification by Coursera in collaboration with Johns Hopkins University provides hands-on experience through learning modules that would teach the participants about unit testing and web development. The participants to learn about the utilization of Angular filters in controlling data. AngularJS is considered to be a profitable skill to acquire. The candidates will master a series of skills namely, Web Development, JavaScript, Unit Testing, Angular JS, and many others while pursuing this Single Page Web Applications With AngularJS certification. 

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5 Weeks
Intermediate
Free
Skills Covered:
Java
Certificate

CSS Basics

The CSS Basics certification by edX has been meticulously curated to help the candidates develop the ability to completely redesign & transform their webpages using various features of CSS. The level of the course content in CSS Basics certification gradually paces, right from the scratch so that candidates can spend maximum time with the very basics of CSS, which can help them in building an indestructible foundation for themselves in the web development area. The CSS Basics certification course thoroughly talks about Cascade Style Sheeting, its superficial impact on the websites, their every visual aspect such as colours, fonts, themes, compatibility & overall look of the page. 

The course being created by the World Wide Web Consortium itself, ensures the content about the CSS Basics certification by edX course is always updated to the current web trends and standards. CSS Basics certification course has been carefully designed keeping in mind all the web development guidelines, to ensure the delivery of the most useful content to the course takers. The candidates get 2 tracks to choose from, the verified mode which offers unlimited access, and the audit mode which offers limited access to the course materials.

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5 Weeks
Beginner
Skills Covered:
Knowledge of CSS Web application development skills
Using JavaScript JQuery and JSON in Django

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Certificate

Using JavaScript, JQuery, and JSON in Django

5 Weeks
Intermediate
Free

Offered by

Certificate

Talend Certification Training For Big Data Integration

The Talend Certification Training For Big Data Integration programme is specifically tailored to help you master the various components, products, and tools of Talend to tackle the real-time Big Data problems and challenges. The course has an instructor-led training model that allows you to interact with the instructor for better and enhanced learning results.

The Edureka Talend Certification Training For Big Data Integration course will equip you with all important concepts and skills that will help you gain expertise in the use of Talend for data integration. You will learn to perform the integration of Talend with various frameworks such as Apache Kafka, Hadoop, Hive, and Pig. 

Besides, since the Talend Certification Training For Big Data Integration course is in-line with Edureka’s teaching style, you will be trained with the help of online and live sessions, interactive presentations, PDFs, assignments, and real-life case studies. As a result, you gain hands-on training in the field. Also, you will be working on an industry-based project to reinforce the learning.

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5 Weeks
17,795
Skills Covered:
Knowledge of Big Data Knowledge of Kafka
Introduction to Database Queries

Offered by

NYU via Edx
Certificate

Introduction to Database Queries

5 Weeks
Beginner
Free
Advanced Database Queries

Offered by

NYU via Edx
Certificate

Advanced Database Queries

5 Weeks
Intermediate
Free
NoSQL Database Basics

Offered by

IBM via Edx
Certificate

NoSQL Database Basics

5 Weeks
Beginner
Free
Introduction to NoSQL Databases

Offered by

Certificate

Introduction to NoSQL Databases

5 Weeks
Beginner
4,117

Offered by

Certificate

Modernizing Data Lakes and Data Warehouses

5 Weeks
Intermediate
4,117
Deep Learning in Computer Vision

Offered by

Certificate

Deep Learning in Computer Vision

The Deep Learning in Computer Vision online course by Coursera is focused on introducing learners to computer vision, right from the basics. Eventually, the certification course moves to deep learning models which are more modern. Image, as well as video recognition, is a primary part of the programme. The comprehensive curriculum will cover image annotation and classification, motion estimation, human action recognition, and more.

Moreover, Deep Learning in Computer Vision programme is the fifth course in the Advanced Machine Learning Specialization. The National Research University Higher School of Economics offers an online course in association with Coursera. The Deep Learning in Computer Vision certification course is an advanced-level course with a self-paced learning option. You will also work on a final project to implement their learnings. 

In the course project for the Deep Learning in Computer Vision course, you will learn to build face recognition and manipulation systems. This project will help you get an idea about the internal mechanics of this technology. The online course also includes a shareable certificate which you will receive from Coursera upon successful completion. 

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5 Weeks
Expert
4,202
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

Certificate

Deep Learning Course with Tensorflow Certification Course

This course is tailor-made for students who are already coding in Python. This course is more advanced and tends to coders or developers who are interested in Deep Learning. Deep Learning is a little different from Machine Learning and deals with Artificial Intelligence. Deep learning is an AI functionality which tries to recreate human behavior when it processes data for purposes of detection of objects and speech, language translation and decision-making.

With this course, the student will be able to successfully differentiate between Deep Learning and Machine Learning. After the student learns the basic concepts of Deep Learning, they will learn how to successfully navigate the TensorFlow 2.x package in this course. A deeper dive will be taken when learning about the above concepts and topics such as CNN, RCNN, LSTM, RNN and RBM will be introduced.

After finishing the course, the students will be able solve real-time projects using these concepts. The projects could include emotion and gender detection or auto image captioning and many others.

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5 Weeks
19,995
Skills Covered:
Knowledge of deep learning
Certificate

Deep Learning Essentials

The Deep Learning Essentials program by edX will help candidates discover the issues of discrimination and bias in Machine Learning and gain valuable insights regarding the subject. They will become adept at performing tasks like signal processing, computer vision, robotics, sequential decision-making, and natural language processing.

Besides, the University of Montreal offers the Deep Learning Essentials training which is designed by IVADO, a hub of scientific and economic data science and Mila. The scientific director of this course is Yoshua Bengio, a reputed expert in artificial intelligence and a pioneer in Deep Learning, who is also a professor at the University of Montreal.

Rife with video tutorials, tests, and assignments, the Deep Learning Essentials certification course also provides diverse learning tools to help candidates become adept in deep learning's fundamental concepts and methods. 

On successful course completion, candidates can also secure a verified certificate from edX to acknowledge their newly acquired knowledge in the field. The candidates may choose from any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates shall receive limited period access to the course. On the other hand, the verified track will offer unlimited time for accessing the course.

...Read More
5 Weeks
Intermediate
Skills Covered:
Problem Solving Ability Machine learning
Applied Deep Learning Capstone Project

Offered by

IBM via Edx
Certificate

Applied Deep Learning Capstone Project

The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.

edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it. 

The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration. 

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5 Weeks
Expert
Skills Covered:
Statistical skills Data science knowledge Knowledge of deep learning
Using GPUs to Scale and Speed-up Deep Learning

Offered by

IBM via Edx
Certificate

Using GPUs to Scale and Speed-up Deep Learning

Training sophisticated Deep Learning models takes plenty of time. The Using GPUs to Scale and Speed-up Deep Learning certification programme sheds light on how accelerated hardware like Nvidia GPU (Graphics Processing Unit) or Google’s TPU (Tensor Processing Unit) can be used to shorten computations time on the cloud.

During edX’s Using GPUs to Scale and Speed-up Deep Learning course, you will understand what accelerated GPU-based hardware is and how it can help you overcome scalability challenges in Deep Learning. You will also get familiar with IBM’s Power Systems with Power AI and Nvidia GPU.

The Using GPUs to Scale and Speed-up Deep Learning will also acquaint you with popular Machine Learning dependencies and learnings supported by Power AI. These include Caffe, Theano, Tensorflow and Torch. Lastly, with this course, you will get practical experience of deploying Deep Learning networks on accelerated hardware for numerous problems, such as classifying videos and images.

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5 Weeks
Intermediate
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning
Deep Learning Fundamentals with Keras

Offered by

IBM via Edx
Certificate

Deep Learning Fundamentals with Keras

The Deep Learning Fundamentals with Keras online course by edX is designed to familiarise you with the domain of Deep Learning. It is a five-week-long programme, during which you will learn about the basics of various Deep Learning models, the fundamentals of neural networks, and some of the most interesting Deep Learning applications.

Through the Deep Learning Fundamentals with Keras certification course, you will get practical experience, building a Deep Learning model with the powerful and easy-to-use Keras library. Also, you will develop an understanding of unsupervised and supervised Deep Learning models.

The Deep Learning Fundamentals with Keras certification syllabus is divided into four extensive modules. You are required to devote merely two to four hours every week to your studies.  As you progress across the modules, you acquire in-depth knowledge of how Keras is used to train, test and build Deep Learning models. Moreover, you will understand how neural networks learn. Upon completion, you can also get the verified certificate and earn a skill badge to showcase your acquired knowledge if you pursue it by paying free. For free, you can get a limited duration of access to the course. 

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5 Weeks
Intermediate
Skills Covered:
Knowledge of deep learning
Building Containerized Applications on AWS

Offered by

Certificate

Building Containerized Applications on AWS

Container technology is a packaging method that enables applications to run with isolated dependencies and has existed for years. The most popular options in container technologies are Kubernetes and Docker, both with distinct features and challenging to orchestrate. Building Containerized Applications on AWS Online Certification by Edx is an introduction to the use of container technologies in modern applications, helping you solve such problems. 

Furthermore, the Building Containerized Applications on AWS certification syllabus explores various services such as Amazon Elastic Kubernetes Service, Amazon Elastic Container Service, and Amazon Elastic Container Registry. 

Through the  Building Containerized Applications on AWS training, students will gain exposure to the services mentioned above, with thorough guidance from expert instructors. The certification program curriculum also includes practical assignments and lab exercises to help students learn about managing container technologies.

Besides, the Building Containerized Applications on AWS program is a free online course that gives students an opportunity to learn new skills and earn a digital certificate to add to their CV.

...Read More
5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of AWS Technology

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