4016 Courses and Certifications

Online IT Software Courses & Certifications

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Regression Models

Offered by

Certificate

Regression Models

3 Weeks
4,117
Machine Learning Rapid Prototyping with IBM Watson Studio

Offered by

Certificate

Machine Learning Rapid Prototyping with IBM Watson Studio

The Machine Learning Rapid Prototyping with IBM Watson Studio certification course will be allowing the students to work in the emerging technologies of AI. The syllabus is included in the online course Machine Learning Rapid Prototyping with IBM Watson Studio by Coursera. The online programme is  100% online programme and the course is having a duration of eight hours. The Machine Learning Rapid Prototyping with IBM Watson Studio certification syllabus includes the chapters of- Classification Prep Demo, Regression Prep Demo, Multi-armed Bandit Approach, Demo Classification: Making Changes to the Models, Automated Data Preparation, DAUB Algorithm, The model selection problem and others.

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3 Weeks
Intermediate
Free
Skills Covered:
Machine learning
Machine Learning Introduction for Everyone

Offered by

Certificate

Machine Learning Introduction for Everyone

3 Weeks
Beginner
Free
Data Engineering and Machine Learning using Spark

Offered by

Certificate

Data Engineering and Machine Learning using Spark

3 Weeks
Beginner
Free

Offered by

Certificate

End-to-End Machine Learning with TensorFlow on GCP

End-to-End Machine Learning with TensorFlow on GCP is the successor of the first course Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization. This programme is included in a 5-course specialization that focuses on the topics of advanced machine learning that uses Google Cloud Platform. This course would give real-life experience by improving, establishing, and measuring production.

Through this course, the candidates would learn to build innovative, correct, and manufacturing-ready models for organised data, time series, natural language text, and image text. The course will end on recommendation systems. This programme does not have any schedule adherence; the candidates can look at the study materials according to their availability.  Along with theoretical concepts, the candidates would also learn about the practical approach of advanced machine learning.

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3 Weeks
Expert
2,967
Skills Covered:
Machine learning Knowledge of cloud computing

Offered by

Sungkyunkwan University, Seoul via Coursera
Certificate

Machine Learning Basics

3 Weeks

Offered by

Sungkyunkwan University, Seoul via Coursera
Certificate

Using R for Regression and Machine Learning in Investment

3 Weeks
Intermediate
Free

Offered by

Sungkyunkwan University, Seoul via Coursera
Certificate

Machine Learning Algorithms

3 Weeks
Free
Certificate

Advanced Recommender Systems

Machine Learning finds widespread application in providing recommendations and making better predictions in software by deploying opinions from users and constructing a model automatically while eliminating the need to consider all the details of that model. Advanced Recommender Systems Certification by Coursera will expose learners to advanced machine learning techniques that can be used to create sophisticated recommender systems. 

Offered by EIT Digital and Politecnico di Milano, both of which are top-ranked in their respective domain, this course boosts one's creativity and innovation skills and implores them to think beyond the thinkable. Advanced Recommender Systems Certification Syllabus will deal with the management of hybrid information and a combination of various filtering techniques. This course will ensure that learners derive the best from each approach taught to them.

At the course conclusion, candidates will have been well acquainted with factorisation machines and how to represent input data accordingly. They will learn all the essential methods that can be used to solve the cross-domain recommendation problem. Finally, identifying new challenges and trends in giving recommendations for numerous innovative application contexts will also be highlighted in Advanced Recommender Systems Certification Course.

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3 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Computer Simulations

Offered by

Certificate

Computer Simulations

Computer Simulations is a beginner-level course offered by the University of California, Davis that will introduce the students to the computer simulations which facilitate us to perceive the world with the help of computing simulations and come up with a dream society we would like to live in. Computer Simulations Certification Syllabus will equip the learner to build artificial societies and learn them with numerous practical computer simulation models. 

The Computer Simulations Certification Course, offered by Coursera, is the fourth in five courses of Computational Social Science Specialization that could be completed within about 12 hours. Computer Simulations Certification by Coursera is developed and toured by Martin Hilbert who is the Professor and Chair of DE Computational Social Science. 

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3 Weeks
Beginner
3,277
Skills Covered:
Knowledge of computer application
Computational Social Science Capstone Project

Offered by

Certificate

Computational Social Science Capstone Project

Computational Social Science Capstone Project is an online course designed to provide the students with an opportunity for undertaking a project on Computational Social Science. The completely online programme is offered by the University of California, Davis, and is available on the platform Coursera. Computational Social Science Capstone Project Certification Syllabus will help the candidates to do a capstone project on computational social science by combining all the knowledge provided during the programme. 

In the Computational Social Science Capstone Project Certification Course, the candidates will first take the data from a social media site and analyze them. At last, the students will go through the generative mechanism with the help of computer simulation. Computational Social Science Capstone Project Certification by Coursera is the last and fifth course in the Computational Social Science Specialization. 

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3 Weeks
Intermediate
3,277
Skills Covered:
Knowledge of Data Visualization

Offered by

Certificate

Data Processing with Azure

3 Weeks
Intermediate
Free

Offered by

Certificate

Azure Infrastructure Fundamentals

In the modern world, the increasing demand for computer technology has led to increased usage and up-gradation in cloud computing. The ease of access to data and applications from any place, cost-saving, and low maintenance cost and efforts are some of the benefits of cloud computing.

A service designed by Microsoft called Microsoft Azure delivers cloud computing services to generate and control the applications by making the use of the cloud environment. Azure manages the provision of services like infrastructure as a service (Iaas), platform as a service (PaaS), software as a service (SaaS). It acts as a platform by supporting various frameworks and programming languages. It can be utilised as a stand-alone platform or in multi-vendor form of the cloud environment. Due to greater availability and resilience of the Azure environment, data backup in the cloud storage can be easily done.

The course Azure Infrastructure Fundamentals programme mainly focuses on the basics of Azure infrastructure and related services. The programme will also provide a deep understanding of security configuration, subscription, and storage acquisition. It will also provide exposure to create VNETS and virtual machines.

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3 Weeks
Expert
Free
Skills Covered:
Knowledge of cloud computing
TCP IP and Advanced Topics

Offered by

Certificate

TCP/IP and Advanced Topics

The TCP/IP and Advanced Topics certification course is 16 hours of online programme that is offered in association with the University of Colorado, and Coursera. This programme is related to the concepts of IP communication, and TCP/IP protocols. The candidates are in full charge of changing the deadlines based on their flexibility, and availability. 

The TCP/IP and Advanced Topics training give special attention to the student's interest in the structures of the hierarchical IP addresses by explaining the role of addressing prefixes in detail. This certificate training and its topics are reviewed in detail related to flow control, TCP 3-way handshake, and congestion control. The candidates are also introduced to different advanced level topics like SDN, Multicast, and ad security.

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3 Weeks
3,277
Skills Covered:
Knowledge of computer networking
Secure Networked System with Firewall and Intrusion Detection Systems

Offered by

Certificate

Secure Networked System with Firewall and IDS

The network and data are shielded from risks such as attacks and breaches thanks to network security. This is a broad and all-encompassing phrase that refers to technology solutions, procedures, policies, and configurations for network usage, accessibility, and comprehensive threat protection. Edward Chow, a qualified professor, teaches the Secure Networked System with Firewall and IDS certification course, which was developed by the University of Colorado System and made available through Coursera.

Secure Networked System with Firewall and IDS online training is targeted at the participants who want to master the functionalities of the tools like DMZ Firewall and IDS for securing network systems. The 8 hours of self-paced learning materials are provided with the Secure Networked System with Firewall and IDS online classes which cover topics like intrusion detection systems, network defense, firewall performance, as well as creating a dual-firewall DMZ, and enforcing security policies.

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3 Weeks
Intermediate
4,117
Skills Covered:
Networking Knowledge of Linux
International Cyber Conflicts

Offered by

Certificate

International Cyber Conflicts

The International Cyber Conflicts certification course will help you to acquire an in-depth understanding of significant issues that plague our nation-state borders. In the certification course, you will gain first-hand knowledge of international cyber conflict assessment and management.

Moreover, the International Cyber Conflicts online course covers various concepts in the domain of cybersecurity, such as characteristics of cyber threats, how such conflicts occur, and ways to improve and decrease the security threats. Additionally, this course covers the psychological and socio-political factors involved in the decision-making process.

The state university of New York offers the International Cyber Conflicts programme in association with Coursera, while professors with expertise in Information technology and psychology instruct this course.

Besides, the design of the International Cyber Conflicts certification course is such that it will help candidates to start a discussion on primary cybersecurity concerns, and the various regulations and management necessary to handle such issues with ease whilst avoiding international conflicts.

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3 Weeks
Free
Skills Covered:
Knowledge of Cyber Security
Usable Security

Offered by

Certificate

Usable Security

This Usable Security Course is highly for individuals who wish to acquire knowledge about the basic principles and structures of human-computers. It helps learners to understand and create an original secure system. This course helps learners to achieve various skills and knowledge about the topic. Usable security is a comprehensive field of study that talks about the usability of computer security. In this course, there are case studies that tell about what researchers have been studying such as how individuals can easily interact with security services in presence of a strong focus on their behaviours with passwords and strong security levels. 

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3 Weeks
Skills Covered:
Knowledge of Cyber Security
Software Defined Networking

Offered by

Certificate

Software Defined Networking

Software-defined networking has its biggest hand in this generation of networking industry looking at recent technological development. SDN has evolved at a very good speed which makes it applicable to many fields of networking which are within the data center for the cloud as well as the new world of the lot. In this period where software is mainly used to control all the networks, it becomes very important and extremely easy to adapt to whatever changes and evolution the software industry goes through.

SDN also is important for establishing a foothold in cloud computing, network security and intent base networking. To go along step by step with the evolution of the technology it becomes very crucial for all the software personals to master their skills and stand in the tough competition that is prevailing in the industry. This is a perfect platform for them that will help them to sharpen their skills and walk towards a bright future.

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3 Weeks
Free

Offered by

University System of Georgia, Atlanta via Coursera
Certificate

Cybersecurity and Its Ten Domains

Cybersecurity and its ten domains are designed to introduce the participants to cybersecurity as well as its domains. In the present scenario, cybersecurity has become an essential aspect of data protection.  The participants will receive clarity on the topics by engaging with videos created by industry experts and participating in assessments and quizzes. They will also understand the perception and conception of industrial experts. The study material revolves around the concept of cybersecurity and its domains and the importance of compliance. 

The flexible schedule and deadlines would give ease to the participants in learning the programme. The course focuses on the availability, integrity, and confidentiality required to secure the techniques involved in software development. The participants will also come across the non-technical concepts related to cybersecurity like compliance, Information security governance and risk management and legal, investigations, and regulations. They will also understand the issues of electric power like HVAC, brownouts, and fire detection and suppression.

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3 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cyber Security

Offered by

Certificate

CompTIA Practice

3 Weeks
Beginner
Free

Offered by

Certificate

Hands-On Labs in Google Cloud for Networking Engineers

The Hands-On Labs in Google Cloud for Networking Engineers online certification was created by Google Cloud and is targeted at candidates who wish to become qualified networking specialists, which is taught by Google Cloud Training through Coursera. To assist candidates in learning the fundamentals of cloud computing, the Hands-On Labs in Google Cloud for Networking Engineers online course offers hands-on exercises on the Google cloud platform utilizing the Qwiklabs program.

Hands-On Labs in Google Cloud for Networking Engineers online classes incorporate 5 Hours of hands-on learning materials that introduce candidates to primary methods for comprehending, performing, and troubleshooting network performance testing in Google Cloud. With this course, candidates will learn network infrastructure, VPC networks, load balancing, and bandwidth as well as will gaining knowledge of specific tools for building advanced networks.

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3 Weeks
Intermediate
4,117
Skills Covered:
Networking Knowledge of cloud computing
Certificate

Information Theory

The Information Theory course by Coursera is offered by (CUHK) The Chinese University of Hong Kong. The modules of this course are based on the book - Information Theory and Network Coding’s first eleven chapters. The book is authored by Professor Raymond W. Yeung who is the course instructor of this self-paced training.

The Information Theory course covers the fundamentals of information theory and the fundamental limits in all systems. More than 60 universities use the book titled Information Theory and Network Coding (Springer 2008) and its precursor - A First Course in Information Theory, across the world in the form of a reference or a curriculum textbook.

The Coursera Information Theory Programme has modules spread out over 15 weeks. Further, the course can be completed in approximately 33 hours. In addition to the video lectures, there are in-course assignments and exercises to solidify the knowledge of the learners. You can start the course instantly and complete it according to your own schedule. Upon finishing the curriculum, Coursera will award you a shareable certificate. 

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3 Weeks
Free
Skills Covered:
Programming skills Coding skills
Certificate

Introduction to Databases and SQL

3 Weeks
Beginner
Free
Games Sensors and Media

Offered by

Certificate

Games, Sensors and Media

Games, Sensors, and Media is a certification programme administered by the Division of Continuing Education of the University of California, Irvine that aims at providing innovation, academics, and leadership to global students by offering numerous certifications. Games, Sensors, and Media Certification Syllabus will impart the learners a sheer glance of  advanced sensor hardware used in iPhones and iPad, animation of multi-frame sprites, graphics in a game environment, and the like. 

Games, Sensors, and Media Certification Course, offered by Coursera, will facilitate the students to develop the knowledge and skills of using the GeoFences to come up with an iOS device’s location monitoring app and to design the games such as Pong and Breakout.  Games, Sensors, and Media Certification by Coursera is the fourth course in the specialization of iOS Development for Creative Entrepreneurs Specialization.  

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3 Weeks
3,277
Skills Covered:
Game designing skills
Introduction to IBM z OS Mainframe

Offered by

IBM via Edx
Certificate

Introduction to IBM z/OS Mainframe

3 Weeks
Beginner
Free
Certificate

3D Data Visualization for Science Communication

The course 3D Data Visualization for Science Communication gives an introduction to 3D data visualisation and emphasises on cinematic design and science communication for attracting a wide range of audience. The candidates will build visualisation literacy, they will be able to write and create their own visualisations. The course is provided by The University of Illinois at Urbana-Champaign which is a top university when it comes to teaching, public engagement and research.

The course will cover a wide range of topics under 3D Data Visualization for Science Communication which includes an introduction to scientific visualisation, critiquing visualisation, computer graphics, visualising pipeline, 3D geometry, computational resources, programming, data representation, virtual coordinates, transformations and attributes, data artefacts, pre visualisation, camera design, image artefacts, to name a few.

This course will be purely taught online using lecture videos, quizzes, discussion forum and reference reading materials. The candidates will be expected to clear all the quizzes and tests included in the course to be eligible for being certified in the course if on the event of purchasing the certification.

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3 Weeks
Beginner
Free
Skills Covered:
Designing skills Editing skills Knowledge of Data Visualization
Developing Data Products

Offered by

Certificate

Developing Data Products

3 Weeks
4,117

Offered by

Certificate

Data Visualization in Tableau

3 Weeks
Beginner
Free

Offered by

Certificate

Establishing Data Infrastructure

Establishing Data Infrastructure is the second course in the Data Product Manager Nanodegree programme by Udacity. The study extensively covers the use and application of data science techniques in creating effective product strategies. The course will familiarise you with foundational skills required to be a data product manager, including data analysis, iterative design, and data visualisation.

Udacity Establishing Data Infrastructure course curriculum includes data consumers, data producers, data strategies, data pipelines and its components. You will learn to use SQL in extracting data, employ Tableau for visualising market insights, and to identify innovative product opportunities. The course will help you gain expertise in combining product goals and data analysis to create rich data-backed product proposals.

Furthermore, Establishing Data Infrastructure also features several relevant case studies, real-world projects, project reviews, student community, workspaces, quizzes, and technical mentor support for an enhanced learning experience. Udacity provides Establishing Data Infrastructure training in a self-paced online module for flexible learning. By signing up for the course, you get to learn with industry leaders and learn industry best practises to bolster your learning outcomes.

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3 Weeks
Intermediate
20,500
Skills Covered:
SQL knowledge Knowledge of Data Visualization

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