List of Online Courses and Certifications

The technique of merging data from multiple sources into a unified, cohesive perspective is known as data integration. Filtering, ETL modeling, and transformation are a few of the phases that make up the integration, which starts with the ingestion process. Analytics technologies can finally create useful, actionable business knowledge thanks to data integration. John Berry Technology & Supply Chain Executive developed the Data Integration Fundamentals online certification, which is delivered by Udemy.

Data Integration Fundamentals online training seeks to help participants be more effective in their existing employment by assisting them in developing the skills required to take part in data integration projects. Data Integration Fundamentals online course contains 3 hours of video-based sessions accompanied by 27 downloadable resources which explain the concepts and techniques involved with data warehousing, database integration, data lakes, application integration, and B2B integration. By the end of the course, participants will have mastered the knowledge of how data integration may be utilized to enhance business outcomes

The technology that is being used to administer databases and this software is called a database management system. A database management system (DBMS) offers an interface to carry out several functions, including database design, data storage, data upgrading, table manufacturing, and database security and protection. Vignesh Sekar, a software engineer, and computer science instructor, designed the Database Management System from Scratch - Part 2 certification course, which is made available by Udemy.

Database Management System from scratch - Part 2 online classes are intended for individuals who are searching for a thorough learning program to enable them to get an understanding of the methods and strategies for managing databases utilizing database management systems. Database Management System from scratch - Part 2 online training includes 9 hours of video-based resources along with articles that cover topics like database normalization, database decomposition, relational algebra, JOIN operations and much more to clear the exams like GATE, ISRO, and PGEE.

Apache CouchDB is a free and open-source Erlang-based memorandum database management system that is used to contain, transmit, and analyze its data, CouchDB makes CouchDB employs a variety of combinations and rules to manage. The programming language being used MapReduce is JavaScript, and the API is HTTP API, where data is stored in JSON format. Learn CouchDB- A Beginner to Advanced Guide certification course is designed by Techno Crats - an educational platform, which is made available through Udemy for the learners who want to obtain the knowledge of the foundational and advanced concepts associated with CouchDB to make a career in big data and NoSQL databases.

Learn CouchDB- A Beginner to Advanced Guide online training is a self-paced program with 4 hours of digital lessons that aim to provide learners with a thorough understanding of the fundamental and sophisticated methodologies of CouchDB. Learners will learn about all CouchDB-related topics in the Learn CouchDB- A Beginner to Advanced Guide online course, including CouchDB fauxton, HTTP API, CouchDB, MongoDB, creating documents, creating databases, updating documents, mango query, Postman API, and CouchDB connectivity using JAVA, Python, and PHP.

Informatica PowerCenter is by far the most popular extraction, transformation, and loading tool for developing enterprise data warehouses. The Informatica PowerCenter components help to extract data from its origin, convert it under business necessities, and bunch it into an intended data warehouse. Informatica PowerCenter - Beginner to Expert Level online certification is created by Smart Coders Hub - a virtual learning platform for data science courses and is offered by Udemy.

Informatica PowerCenter - Beginner to Expert Level online course offers more than 19.5 hours of extensive video-based study materials that focus on helping the students acquire the expertise and skills needed for Informatica development, architecture, and various transformations. With Informatica PowerCenter - Beginner to Expert Level online training, students will be taught about data warehousing, mapping, debugging, troubleshooting, and error handling as well will be taught about the methods and strategies for extracting raw data and loading it into the target domain certain transformations. 

The appropriate framework for utilizing and leveraging company data is provided by Informatica PowerCenter. Additionally, Informatica PowerCenter enables users to work with many sorts of data quickly, simply, and effectively. LEARNING PATH: Complete Roadway to Informatica Powercenter 9 certification course is developed by Packt Publishing - an educational platform that provides tech courses and is made available by Udemy for applicants who want to learn the techniques and strategies to utilize the data warehousing tools offered by Informatica Powercenter.

LEARNING PATH: Complete Roadway to Informatica Powercenter 9 online course offers insight into several Informatica administration interface features, including integration services, domains, and repositories. LEARNING PATH: Complete Roadway to Informatica Powercenter 9 online training includes 5 hours of learning materials that help candidates learn how to use various transformations and implement various slowly changing dimensions as well as how to master the more complex features of the Informatica client to build reusable transformations and mapplets.

The administrative processes for object classes like applications, interconnections, and licenses are consolidated by the application client called Informatica Powercenter. The Informatica Power Center Administration online certification was designed by Sid Inf - Data & ETL Architect and is provided by Udemy, which is meant for participants who wish to learn the most recent Informatica features and techniques related to updates to the administration console.

Informatica Power Center Administration online course focuses on assisting the participants in learning the procedures required to manage the Informatica architecture and discusses fundamental to advanced concepts of management of the Informatica environment. Informatica Power Center Administration online classes topics like cover Informatica administration, repository maintenance, grid management, scheduling, and version control as well as discuss the techniques for repository migration, importing or exporting metadata level.

Informatica PowerCenter is an organizational extraction, transformation, and loading software designed by Informatica Crop for extracting, transforming, and loading data from various sources. With the Informatica PowerCenter, developers can construct enterprise data warehouses with ease. Rajnees Kumar - ETL Cloud Architect & Trainer designed the Informatica PowerCenter Developer: Beginner to Expert Level online certification, which is delivered by Udemy and targeted at individuals who want to become certified SQL developers and Informatica developers.

Informatica PowerCenter Developer: Beginner to Expert Level online course aims to help individuals learn how to evaluate a company's information requirements and analyze its database retention and warehousing capabilities. Informatica PowerCenter Developer: Beginner to Expert Level online classes include 29 hours of prerecorded learning resources focused on teaching individuals about Informatica’s fundamentals including routers, debuggers, mapplets, version control, transaction control, ODBC database connection, and various transformation concepts.

Intellipaat's RPA Training Certification Course-Robotic Process Automation Training for UiPath course enhances the horizons of candidates following up to the RPA market. It builds the foundation for fundamental concepts surrounding Robotic Process Automation. This online training with UiPath is an instrument vested in the hands of course takers in their journey towards becoming a certified RPA professional. 

The certification training involves understanding the UiPath tool for Windows deployment, industrial applications and guidelines for implementation of RPA and much more, not to forget the industry-oriented projects and case studies. The curriculum has been made extremely understandable and comprehensive so that candidates who are passionate about the field but are encountering concepts for the first time. 

Instructors are a few of the top RPA certified mentors who have a strong foothold in the industry and a relevant experience of more than ten years. The flexibility of choosing among instructor-led online training, corporate training, or self-paced training enables candidates to switch to a mode of study based on their schedule and requirements.

The intermediate-level Customizing Your Models with TensorFlow 2 online course by Coursera builds a strong knowledge base for TensorFlow. You will learn to develop customized deep-learning models and workflows for any application. Additionally, the certification course will teach you how to build complex model architecture using lower-level APIs in TensorFlow.

Towards the course end, you will be working on a Capstone Project to apply the concepts you acquired over the course duration. You will custom-build a neutral translation model from scratch. The Customising Your Models with TensorFlow 2 programme, is the second course of the three-part Specialization – TensorFlow 2 for Deep Learning Specialisation. Moreover, the world-renowned institute, Imperial College of London, offers the online course, while Dr Kevin Webster instructs it.

You will learn via pre-recorded lectures and development experience, along with the coding assignments, which offer practical and field-relevant practice. A graduate teaching assistant will guide you through the projects. Most importantly, the Customising Your Models with TensorFlow 2 online course is entirely self-paced with flexible deadlines to suit your comfort.

Amazon Web Services offers a comprehensive and fully integrated portfolio of cloud computing services that can help individuals in developing, securing, and deploying big data applications. Individuals can focus their assets on revealing new insights because there is no equipment to purchase and no infrastructural facilities to maintain and scale with AWS. The Big Data on Amazon Web Services (AWS) online certification was created by Learnsector LLP, an educational organization that offers information technology courses, and is delivered by Udemy.

Big Data on Amazon web services (AWS) online course involves 7 hours of digital lectures accompanied by 5 articles and 5 downloadable resources which are created to help participants gain practical experience with AWS and big data strategies on the cloud. Big Data on Amazon Web Services (AWS) online classes aimed at simplifying the process of using big data tools on AWS while also discussing various concepts and strategies related to cloud computing, business intelligence,  data warehousing, artificial intelligence, data migration, machine learning, big data analytics, and more.

Kotlin has been declared the official programming language for Android by Google. Thus, the language is in great demand and is a profitable skill for many IT professionals. 

Vskills Certified Kotlin Developer programme is a perfect study for those who wish to learn how to code using Kotlin language. The course teaches the basics of Kotlin programming and also touches upon some advanced aspects.

Moreover, students can develop expertise in the programming language with the help of Certified Kotlin Developer course. The certification aims to provide a comprehensive guide to the Kotlin language, which is the only officially supported Android language except for Java. 

Java and Kotlin are inter-operable, but Kotlin allows the programmer to write readable and concise code and speeds up the process.

Students will get a government certificate upon concluding the certification and ‘VSkills certified’ tags on the top of the range recruitment portals to increase their job prospects. The elementary knowledge of Android platform and Java programming language is essential for those interested in joining the Certified Kotlin Developer training.

Udacity’s Software Development Process online course introduces you to the concept of software engineering as a systematic and recursive process. It aims to equip you with the necessary skills to carry out a software development procedure. You will learn about Git, setting up an Integrated Development Environment (IDE) and GitHub.

During the Software Development Process online programme by Udacity, you will study the practical and conceptual aspects of Software Engineering. You will also learn how to use Unified Modeling Language (UML) to build and design an Android application. This three-month-long programme teaches you about selecting and applying the apt software procedure for your development project.

The Software Development Process syllabus extensively covers topics such as design, software quality, requirements engineering, architecture, testing and maintenance, black and white box testing, version control, etc. You will also explore several refactoring methods that will help you preceding the launch of a software project.

TIBCO ActiveSpaces Training course is an online training programme offered by the online educational platform Mindmajix to help the students to have an in-depth knowledge of TIBCO ActiveSpaces.  The curriculum will walk the students through the concepts of Querying, ACID-compliant NoSQL Data Grid, entry-level production and whatnot. The candidates will also understand the f distributed in-memory data grid, database performance, caching systems and messaging software through practical training and real-time examples. 

TIBCO ActiveSpaces Training online course facilitates the learners, particularly Innovation Professionals, Programming Specialists, Carrier Enthusiasts etc, to take the course in the modes of live online instructor-led sessions, self-paced mode using the e-learning videos and corporate training. TIBCO ActiveSpaces Training certification will also render the candidates a deep understanding of TIBCO ActiveSpaces, BW Plug-in Capabilities, Browsing Data in Spaces, Types of Persistence and whatnot. At the end of the online training, the learners will be provided with premium features of lifetime access to the learning videos, mock interviews, quizzes, job assistance etc. 

Tibco ActiveMatrix SOA Training course is an online training programme created and offered by Mindmajix to enable the learners to understand the Tibco ActiveMatrix SOA in detail. The students will make a thorough understanding of the AMX Grid which is a scalable platform to develop and deploy the application with a service-oriented architecture. 

Tibco ActiveMatrix SOA Training online course could be enrolled in by the candidates through either the available options of corporate training, the 30 hrs of E-Learning Videos and 20 hrs of Remote Classes in Zoom or Google meet. The curriculum will walk the participants through Business Case for SOA, Data Enrichment, tasks of XML, Routing and whatnot along with practical knowledge. After the completion of Tibco ActiveMatrix SOA Training certification, Mindmajix will provide the Career Counseling Sessions, Mock Interviews, Custom Resume Builder Access etc to the students. 

JavaFX is a software framework for developing and deploying rich internet applications (RIAs) that may run on a wide range of devices. JavaFX Training online certification is developed by MindMajix Technologies Inc., a learning platform that provides online learning resources and certification to enable users to develop high-value skills.

JavaFX Training online course assists the individuals in gaining a comprehensive understanding of designing and implementing desktop applications in JavaFX developments, JavaFX architecture, deployment, interacting with UI Controls, frameworks, and nodes in the JavaFX Scenegraph. JavaFX Training online classes are designed to educate students on how to install various patterns, synchronize the UI with the model using property bindings, media classes, develop an enterprise application by interacting with external apps using Java collections, layout classes, and much more.

Migrating data, applications, or other system components to a cloud computing environment is referred to as cloud migration. An organization can migrate to the cloud in a variety of methods. Harshit Srivastava - SME on Cloud, Bluemix has created the Cloud Migration on Microsoft AZURE certification course, which is made available by Udemy for candidates who are interested in learning about the cloud migration options available on Microsoft Azure to become certified cloud engineers.

Cloud Migration on Microsoft AZURE online training is a self-paced training program with hour-long video-based learning resources supported by articles and practice tests to provide candidates with a thorough understanding of the cloud migration activities on Azure. Cloud Migration on Microsoft AZURE online classes discusses topics like application development, application deployment, database migration, and site recovery as well as will learn about the different cloud migration techniques and services available on the Microsoft Azure cloud platform.

Cloud migration planning is a sophisticated approach that a company uses to migrate its current on-premises and/or co-located application workloads and the data they generate to the cloud. Cloud Migration - Build a Cloud migration Plan online certification is developed by eTech School - a digital learning platform that helps individuals in acquiring tech skills and is made available by Udemy for the individuals who want to acquire the skills to manage their infrastructure with the cloud.

Cloud Migration - Build a Cloud migration Plan online training is a short-term program that consists of 2.5 hours of digital lessons intended for individuals with an IT background or who have some technical expertise and want to comprehend the functionalities of cloud migration. Cloud Migration - Build a Cloud migration Plan online course, individuals will be taught about topics like cloud computing, application migration, migration services, migration plan, AWS management console as well as will be provided with an overview of how to create virtual machines and migrate existing services to the cloud with some practical interfaces.

The Open Infrastructure Foundation primarily offers one professional credential, Certified OpenStack Administrator, which was created for OpenStack administrators with a minimum of six months of experience in the field. Preparing to Certified OpenStack Administrator (COA) Exam online course is created by Kris Celmer - Cloud Expert & IT Infrastructure Professional, which is offered by Udemy for individuals who want to acquire the knowledge and expertise to become certified OpenStack Administrator (COA).

Preparing to Certified OpenStack Administrator (COA) Exam syllabus offers 19 hours of detailed video-based lessons supported by 30 downloadable study materials which provide a great introduction to OpenStack and cloud technologies as well as cover all the topics stated in the latest COA standardized criteria. Preparing for Certified OpenStack Administrator (COA) Exam online training teaches about various technologies including Vagrant, Keystone, Nova, Neutron, Cinder, Swift, Heat orchestration, image management, identity management, network management, and more.

OpenStack is a genuinely free cloud-based platform that is typically used in IaaS models in both public and private clouds, where users can access virtualized resources and other services. The software platform is made up of interconnected components that manage various hardware units of computing, memory, and networking resources spread throughout a data center from multiple providers. Ugur Oktay, an IT architect, developed and published the OpenStack Essentials certification course, which is offered by Udemy.

OpenStack Essentials online training comprises 6 hours of digital sessions, 8 downloadable resources, articles, and quizzes, and is intended for candidates who want to learn about OpenStack and its main services thoroughly from scratch. OpenStack Essentials online classes cover topics like cloud computing, lifecycle management, OpenStack cluster, troubleshooting, and command line interface as well as discuss how to operate and use OpenStack and gain the confidence to proceed onto the next steps.

An accessible cloud platform called OpenStack is intended to handle distributed computing, networking, and storage infrastructure in data centers. In general, OpenStack combines material assets into a single large pool and distributes virtual resources from this pool to clients who may then request them as needed through a customized portal or application programming interfaces. Naveen Joy, an expert in open source technologies like the OpenStack, Kubernetes, docker, AWS, and DevOps, designed the Fundamentals of the OpenStack Cloud with Hands-on Labs online certification, which is provided by Udemy.

Fundamentals of the OpenStack Cloud with Hands-on Labs online training is intended for students who wish to enhance their knowledge and comprehension of the methodologies used in cloud computing and OpenStack cloud to obtain their OpenStack administrator certification. Fundamentals of the OpenStack Cloud with Hands-on Labs online course involves more than 7.5 hours of prerecorded lessons supported by 3 downloadable resources, 2 practice tests, quizzes, and assignments that revolve around topics like floating IP address, security group, neutron virtual router, cloud controller, cloud nodes and more.

For creating and administering our customized IaaS cloud infrastructure, users can use the free and open-source software platform known as OpenStack. This cloud software platform consists of multiple services and modules that may design and manage physical groups of computing power, storage, and networking resources throughout a data center. The TetraNoodle Team and Manuj Aggarwal, a business strategist, author, inventor, and instructor, developed OpenStack: Public & Hybrid IaaS Cloud with OpenStack online certification, which is provided through Udemy.

OpenStack: Public & Hybrid IaaS Cloud with OpenStack online course contains more than 3.5 hours of in-depth video lectures aimed to instruct Learners about OpenStack and all of its elements and services. With the help of the OpenStack: Public & Hybrid IaaS Cloud with OpenStack online classes, learners will study public IaaS clouds, hybrid IaaS clouds, IaaS clusters, and OpenStack management as well as will also examine some data which shows how important these skills are for becoming software engineers or system administrators as well as how the popularity for these skills is rising.

The Projects in Hadoop and Big Data - Learn by Building Apps certification course was created by Eduonix Learning Solutions in collaboration with Eduonix Tech & Eduonix Support and is offered by Udemy, which is intended for students who want to use Hadoop and big data functionalities at work and who want to become proficient in the methods for implementing big data technologies.

Projects in Hadoop and Big Data - Learn by Building Apps online course is a short-term program that consists of 10 hours of lectures accompanied by an article and 19 downloadable resources with the goal of assisting the students in learning the techniques to develop Hadoop solutions that will address real-world issues. With the help of the Projects in Hadoop and Big Data - Learn by Building Apps online classes, students will learn about the theories and methods underlying big data analytics, application development, data science, real-time streaming, Hadoop analytics, data visualization, and much more.

Hadoop is a free and open-source framework. Apache provides it to analyze and visualize huge amounts of data. Hadoop is implemented in Java and is presently used by companies like Facebook, Google, LinkedIn, and Twitter. Big Data and Hadoop for Beginners - with Hands-on Certification is a course developed by Andalib Ansari - Big Data Architect and made available by Udemy for learners who want to learn the fundamental and advanced concepts of big data and Hadoop.

Big Data and Hadoop for Beginners - with Hands-on online training is a 3-hour program that includes 2 articles and 7 downloadable resources to help learners comprehend the intricate architecture of Hadoop and its components, as well as guide them in the correct direction to begin working with Hadoop and its elements. Big Data and Hadoop for Beginners - with Hands-on online course covers big data analytics, HDFS, data pipelines, sample queries, data lakes, data sets, Hive, and Pig, as well as provides an understanding of the big data market, job roles, technology trends, Hadoop history, and Hadoop ecosystem.

Apache Hadoop is an open-source platform for storing and processing huge databases ranging in size from megabytes of data to petabytes. Instead of storing and processing data on a single large computer, Hadoop allows for the grouping of multiple computers to analyze huge datasets in parallel more rapidly. Big Data Hadoop - The Complete Course certification was developed by Telcoma Global, an organization that provides services to the Telecom & IT industries, and is offered by Udemy.

Big Data Hadoop - The Complete Course online training comprises more than 11.5 hours of digital lessons supported by two articles and is aimed at students seeking both basic and advanced skills in big data Hadoop. Big Data Hadoop - The Complete Course online classes covers the topics ranging from beginner to advanced level expertise for big data Hadoop certification, such as grid computing, data querying, data storage, data ingestion, and more.

Big Data is a massive collection of data that is growing rapidly over time. It is a data set that is so big and complicated that traditional data processing tools cannot store or process it proficiently. Big data is a type of information that is extremely massive in size. Data Engineering Master Course: Spark/Hadoop/Kafka/MongoDB online certification is developed by Navdeep Kaur Instructor & Founder of TechnoAvengers.com and is offered by Udemy.

Data Engineering Master Course: Spark/Hadoop/Kafka/MongoDB online course involves more than 11.5 hours of prerecorded lessons, 5 articles, and 21 downloadable resources which begin with an explanation of what the Hadoop distributed file system is along with the most prevalent Hadoop commands required to operate with Hadoop file system. Master Big Data - Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo online training will also cover topics such as data migration, data ingestion, CRUD operations, data frames, and the functionalities of tools such as MySQL, Cassandra, Sqoop, Flume, Hive, and MongoDB.

The Big Data and Hadoop for Absolute Beginners online certification have been created by Udemy IT Skills In Demand, an educational platform that teaches difficult skills in a straightforward manner, which is made available by Udemy for participants who want to transform themselves into big data engineers and Hadoop developers to advance in their careers by mastering the concepts and methods involved with big data and Hadoop from the ground up.

Big Data and Hadoop for Absolute Beginners online classes comprise more than 3.5 hours of digital learning resources that cover all the terms and concepts related to big data and Hadoop, including DataNode, NameNode, Secondary NameNode, TaskTracker, and JobTracker. The Big Data and Hadoop for Absolute Beginners online course explain the features of applications like HDFS, YARN, Amazon EC2, VMWare, and development environment as well as will learn about all the terms related to MapReduce programming and how to write programs using MapReduce.

Big data is a collection of organized, semi-organized, and unstructured data collected by businesses that can be extracted for knowledge and applied to advanced analytics tasks like predictive modeling and machine learning. Sundog Education, an educational platform that offers extremely advantageous skillsets in big data, data science, and machine learning in collaboration with Frank Kane, founder of Sundog Education, has created The Ultimate Hands-On Hadoop: Tame your Big Data certification course, which is made available through Udemy.

The Ultimate Hands-On Hadoop: Tame your Big Data online training is a self-paced program that provides more than 14.5 hours of video-based lessons accompanied by 8 articles and 2 downloadable resources which are intended for students who want to comprehend the broader Hadoop ecosystem and use it to store, analyze, and sell big data at scale. The Ultimate Hands-On Hadoop: Tame your Big Data online course covers various data engineering technologies including Cassandra, MongoDB, MySQL, Kafka, Spark, Hive, Flink, Storm, Presto, Hbase, ZooKeeper, Sqoop, Hue, Flume, Oozie, Mesos, Phoenix, Drill, and more.

Apache Spark is a strong and united analytics engine for handling large amounts of data. It involves Java, Scala, Python, and R APIs, as well as an optimized engine that supports general implementation graphs. Apache Spark with Scala - Hands On with Big Data online certification is designed by Sundog Education  - an educational platform that provides valuable professional skills in big data, data science, and machine learning in association with Frank Kane- Founder of Sundog Education, which is presented by Udemy.

Apache Spark with Scala - Hands On with Big Data online course offers 9 hours of hands-on lectures along with 3 articles which are designed to help candidates learn the technique of framing data analysis difficulties as spark problems using over 20 hands-on illustrations, and then scaling them up to operate on cloud computing services. Apache Spark with Scala - Hands On with Big Data online classes discuss topics like big data analysis, machine learning, data streaming, caching, partitioning, graph structures, structured data, data frames, Hadoop clusters, datasets, and more.

Developed by eBay Inc., Apache Kylin is a free software distributed analytics engine that supports multi-dimensional assessment (OLAP) on Hadoop and supports extremely large sets of data. Apache Kylin: Implementing OLAP on the Hadoop platform online certification is designed by Michael Enudi - Certified Instructor and is delivered by Udemy which is targetted at applicants who want to master the concepts and strategies related to the implementation of online analytical processing on the Hadoop platform using the functionalities of Apache Kylin.

Apache Kylin: Implementing OLAP on the Hadoop platform online training is a 6-hour education program accompanied by articles and case studies that will teach participants how to create and use Apache Kylin to query big data OLAP cubes. Apache Kylin: Implementing OLAP on the Hadoop platform online classes revolve around topics such as data streaming and big data analytics, as well as techniques for writing sophisticated aggregation queries of large datasets with low latency reaction times.

The Hadoop ecosystem is a framework or software that offers a variety of offerings to fix big data problems. Hadoop comprises Apache projects as well as a variety of commercial services and analytics. Learn Big Data: The Hadoop Ecosystem Masterclass certification course is designed by Edward Viaene - DevOps, Cloud & Big Data Specialist, and delivered by Udemy, which is intended for individuals who want to master big data concepts using Hadoop's functionalities.

Learn Big Data: The Hadoop Ecosystem Masterclass online classes incorporate 6 hours of video-based learning resources supported by articles and downloadable resources designed to provide individuals with foundational understanding to discuss real-world challenges and solutions with industry experts. Learn Big Data: The Hadoop Ecosystem Masterclass online training covers topics such as Pig, Hive, Spark, Hbase, HDFS, Hadoop stack, Hadoop security, high availability, query optimization, and how to utilize the commercial software in the big data industry presently, using both batch and real-time processing.