4082 Courses and Certifications

Online IT Software Courses & Certifications

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Certification Program in Data Analytics

Offered by

Certificate

Certification Program in Data Analytics

550 Hours
72,000
Data Analytics and Machine Learning with Python

Offered by

Certificate

Data Analytics and Machine Learning with Python

The Data Analytics and Machine Learning with Python course is a short term weekend course, which is being organized by the Vinod Gupta School of Management at the Indian Institute of Technology Kharagpur. With the help of this Data Analytics and Machine Learning with Python course, the participants will learn about python programming. The program is designed to develop data analysts and entry-level data scientists, with an emphasis on the managerial applications of analytics. With the spanning duration of 22 days, this Data Analytics and Machine Learning with Python course comprises of 30 hours interactive training led by esteemed IIT Kharagpur faculty and industry experts

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22 Days
7,000
Skills Covered:
Knowledge of Python Knowledge of Applied statistics
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
2,699
Skills Covered:
Designing skills Editing skills Knowledge of Data Visualization
Certificate

Advanced Modeling for Discrete Optimization

In this global economy, every business organisation needs to plan their strategies for the future regarding their production storage, and transportation and schedule them according to time needs. These scheduling and strategizing processes are extremely complex, for which computer-based optimisation techniques are the best ways to gain viable solutions. For this, the companies search for specialists who can easily solve their problems by using these computer techniques from this Advanced Modelling for Discrete Optimization online course.

The Advanced Modelling for Discrete Optimization certification course by Coursera is a perfect platform for candidates who want to pursue their careers in this field. The programme is offered by The University of Melbourne and The Chinese University of Hong Kong.

This course is made to focus on debugging and improving models in predicates and to teach the advanced scheduling and packaging of problems. It will train the candidates to master their skills in Modelling for Discrete Optimization and make them ready for the commercial world. The Advanced Modelling for Discrete Optimization training course will help them brush up on their skills and master them by standing out from the competition.

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3 Weeks
Intermediate
Free
Skills Covered:
Computer skills
Machine Learning

Offered by

Certificate

Supervised Machine Learning: Regression and Classification

Machine Learning is a highly demanded skill in the 21st Century. ML is the application of Artificial Intelligence  that provides systems with the ability to learn and improve from experience, without any explicit programming and human intervention. It is the study of computer algorithms that automatically improve through experience. ML has now become an integral part of our lives, and data science and AI professionals are looking to upskill in this. In Coursera’s Machine Learning training course, you will learn the most effective ML techniques and gain experience in their practical applications with precision. 

The Coursera Machine Learning programme teaches the extensive theories behind Machine Learning so that you can quickly learn to apply the techniques to new problems. Besides Machine learning, this course also provides an introduction to data-mining, artificial neural networks, logistic regression, and statistical pattern recognition. 

This Machine Learning certification course is offered by Stanford University and is taught by one of the top educators of Stanford. It takes approximately 60 hours to complete this course. It has 18 modules rife with pre-recorded online lectures, readings and practice exercises for self-evaluation. 

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3 Weeks
Beginner
3,369
Skills Covered:
Machine learning
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 3 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
Big Data Science with the BD2K Lincs Data Coordination and Integration Center

Offered by

Certificate

Big Data Science With The Bd2k-Lincs Data Coordination And Integration Center

The Library of Integrative Network-based Cellular Signatures (LINCS) is an NIH Common Fund programme. The aim is to perturb various types of human cells with different types of perturbations, genetic manipulations, and more. The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center provides you with extensive knowledge of the functionality of LINCS and its practical application. 

The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center online course aims to familiarise students with molecular networks which are affected by these disturbances. The curriculum includes different variables of measurement, like mRNAs, proteins, metabolites, and cellular phenotypic changes. The BD2K-LINCS Data Coordination and Integration Center (DCIC) provides this data along with other publicly available relevant resources. 

The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center online programme also includes computational methods such as gene-set enrichment analysis, data clustering, interactive supervised learning, and data visualization. Candidates can also work on crowdsourcing or citizen-science projects in this 100% online training.

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3 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Big Data Knowledge of bioinformatics
Build a Modern Computer from First Principles From Nand to Tetris

Offered by

The Hebrew University of Jerusalem via Coursera
Certificate

Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

The Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) certification programme is a 100% online course. It is offered by The Hebrew University of Jerusalem. The programme has been developed by industry experts and knows what is in trend. Since the experts conceptualised it, it promises to abreast the candidates with latest and recent developments only.  The programme is divided into six different modules which can be easily completed and covered in approximately 43 hours of time span. These modules comprise videos, assignments, practise exercises, quiz and other elements which makes the learning process an interactive and practical one.  By doing this programme, candidates will open new gates of opportunity and growth for their career. The programme will also make the foundation of the candidate strong and worthy. It will also aid them in gaining a practical edge over other competitors in the market. 

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3 Weeks
Free
Skills Covered:
Mathematical skill
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
Cyber Threat Intelligence

Offered by

Certificate

Cyber Threat Intelligence

With the revolutionization of Digital technologies, they have become the backbone of every industry in today's world. But along with the revolution they have brought risks of cyberattacks. Threat intelligence knowledge helps one to track the threat and plan the defence against them. The Cyber threat intelligence training course provides knowledge and understanding as to who is attacking, their strength and abilities as to how much damage they can create to the system.

To keep a track of their network and data they opt for a solution which is a cyber threat intelligence which can address all the issues that they are prone to. This Cyber threat intelligence online course is specially designed for beginners who are willing to gain knowledge using this platform and aim for a bright future by upgrading their portfolio and skills. The learners will be able to stand in the competition that is prevailing in the industry and will be able to stand out of the crowd.

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3 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of Cyber Security

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

Introduction to iOS App Development with Swift 5

The Introduction to iOS App Development with Swift 5 course by Coursera is the second course in the Swift 5 iOS Application Developer Specialisation series. In this course, students will learn how to develop simple iOS applications using Swift 5, which is an iOS development language that is used by Apple.

The Coursera Introduction to iOS App Development with Swift 5 online course focuses on the process that goes into creating an iOS app. Students will learn different aspects of developing an application such as writing code, designing a user interface, conducting unit tests to check for errors and performing various calculations. It also explores the iOS development language, Swift 5.

Furthermore, the Coursera Introduction to iOS App Development with Swift 5 training program has been developed for the convenience of students as it is a self-paced learning course. It allows them to learn at their own pace. The students will also get a chance to earn a certificate at the end of the completion of the course.

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3 Weeks
Intermediate
13,514
Skills Covered:
Programming skills

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
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
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

Offered by

Certificate

Fundamentals of Kubernetes Deployment

This course Fundamentals of Kubernetes Deployment is highly applicable for learners who have to gain a deep understanding of Kubernetes. With proper distribution of topics, this course provides learners with just more than information about the topic. Kubernetes is one of the important and easily accessible platforms for taking care of various workloads and services which facilitates both automation and declarative configuration. Kubernetes has a developing ecosystem. Kubernetes tools, services and support are easily available in the market. It also permits its users to transfer cloud-native applications to other spaces conveniently. The Kubernetes project has been written in Go Programming Language. It's an open-source programme and that is why it is convenient for users to access.

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3 Weeks
Intermediate
Free
Skills Covered:
Knowledge of computer application
Probabilistic Graphical Models 3 Learning

Offered by

Certificate

Probabilistic Graphical Models 3: Learning

The Coursera Probabilistic Graphical Models 3: Learning certification course covers probabilistic graphical models, commonly known as PGMs. They are a rich framework used for encoding probability distributions over complex domains. They form the foundation of state-of-the-art methods in different applications such as speech recognition, natural language processing, medical diagnosis, image understanding, and many more. They are also instrumental in formulating many machine learning problems. 

The Probabilistic Graphical Models 3: Learning training is the third course in a series of three. Where the first course focused on representation, and the second focused on inference and the final course helps in addressing questions related to learning. The course discusses the main problems of parameter estimation in both directed and undirected models. 

Moreover, students can receive a course completion certificate for the Coursera Probabilistic Graphical Models 3: Learning programme. Candidates can attach the certificate to their LinkedIn profile or their resume/CV.

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3 Weeks
Expert
5,029
Skills Covered:
Knowledge of Algorithms
Business Intelligence Concepts, Tools and Applications

Offered by

Certificate

Business Intelligence Concepts, Tools and Applications

The Coursera Business Intelligence Concepts, Tools, and Applications programme is the fourth course in the Data Warehouse for Business Intelligence specialisation. This course will help you master the core concepts and fundamentals of data warehouses essential for business intelligence. The certification course will also equip you with the best practices and skills to become a business intelligence developer. 

Moreover, the Business Intelligence Concepts, Tools, and Applications certification course has modules spread across five weeks, which you can complete in approximately 21 hours. You will become familiar with how business intelligence technologies support the decision-making process in several business sectors. You will also get the opportunity to combine your theoretical concepts with practice straightaway.

What’s more, the Business Intelligence Concepts, Tools, and Applications online course helps in interacting and improving core abilities with exposure to a vast curriculum and assignments. You can develop your skills in Business Intelligence and Data Analysis with the help of this course. Besides, Coursera also provides a certificate on completing the course. 

...Read More
3 Weeks
3,369
Skills Covered:
Data science knowledge Knowledge of Data Visualization Business Management
Build Your First Android App Project Centered

Offered by

Paris-Saclay University, Paris via Coursera
Certificate

Build Your First Android App (Project-Centered Course)

“Project-centered” courses are designed to help candidates to accomplish a real-world project that is personally meaningful. There will be feedback and suggestions along the way given by a mentor and a group of learners with common objectives. Candidates will master the course material more effectively by consciously incorporating fresh ideas while learning. Candidates will also get a head start on using the abilities they develop to make meaningful improvements in their life and career. Candidates will have a completed project when they complete the course that they will be able to use and share.

In this Build Your First Android App (Project-Centered Course), candidates will learn to design, develop and distribute their own unique android mobile platform application. Candidates will be provided with a collection of customisable building blocks. Candidates can assemble to construct many different types of applications and that will help to familiarise themselves with many essential android development specificities. That will be helpful when you complete the project for creating a customised app that can be used and shared.

This Build Your First Android App (Project-Centered Course) is offered by CentraleSupélec. CentraleSupélec strives to become a leading engineering college in the field of engineering and systems science. CentraleSupélec rank among the best institutions in the world in the field of higher education and research. So the Build Your First Android App (Project-Centered Course) will be valuable for candidates.

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3 Weeks
Free
Software Architecture for the Internet of Things

Offered by

Certificate

Software Architecture for the Internet of Things

The Software Architecture for the Internet of the Things certification course is a three-week-long course wherein the participant will discover the importance of software architecture that is well-designed and error-free. They will troubleshoot the challenges that might come while developing the software. The participants will enlist their requirements for software development. They will be conducting a case study and learn the writing of quality attributes and their scenario. The participants will also get an insight into the usage of tactics and patterns in the framework of Android systems.

The Software Architecture for the Internet of the Things training course will teach the participants to design a complete system that is futureproofed and which is meeting all the requirements of the IoT systems like interoperable, secure, scalable, and modifiable. Also, the participants will be learning top-notch software architecture methods and applying them in designing complex IoT applications. At last, they will understand the impact of technical decisions on the business related to IoT systems.

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3 Weeks
Free
Skills Covered:
Software development skills
Data Privacy for Information Architecture

Offered by

Certificate

IBM Data Privacy for Information Architecture

External laws and regulations use Data privacy to control how digital information is used, shared, collected and disposed of. In the IBM Data Privacy for Information Architecture course, you will understand what data privacy is and how it works. The course covers multiple topics in data privacy, such as understanding the objectives of privatisation and typical data protection and how to select an approach in data protection for an organisation. You will also be exposed to various multi-data privatisation practices and mechanisms and growing your own data protection toolkit. 

IBM Data Privacy for Information Architecture online course is a three-week course. However, you can select your schedule for viewing the video lectures and the reading material. There will also be periodic practice exercises to evaluate your progress. Upon successfully completing the course, you will receive certification. 

IBM Data Privacy for Information Architecture certification is free to audit. You can also apply for a scholarship or financial support if you aren't able to pay the fee.  

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3 Weeks
Free
Skills Covered:
Knowledge of Cyber Security
Developing Cloud Applications with Node.js and React

Offered by

IBM via Edx
Certificate

Developing Cloud Applications with Node.js and React

The Developing Cloud Applications with Node.js and React online course is an intermediate-level curriculum that belongs to the Computer Science domain. IBM offers this programme in the English language, along with video transcripts. Moreover, there is no fixed schedule, and you can train quickly. The course structure is simple, which you can complete with a minimal effort of four to six hours per week. 

The Developing Cloud Applications with Node.js and React certification course is also associated with two other professional certificate programmes, namely, ‘Cloud Application Development Foundations’ and ‘Full Stack Cloud Developer’. The training ensures that you attain complete conceptual clarity in Node.js, Express, the React JavaScript library, invoking Web Services, and Cloud APIs’ integration. 

The Developing Cloud Applications with Node.js and React online programme also lets you practice GitHub concepts and DevOps to see that the application is continuously delivered. Mr. Upkar Lidder teaches this course, he is a senior software engineer at IBM. Therefore, you can be sure of learning from an instructor who possesses a working knowledge of the field. Learners will have the option to choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

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3 Weeks
Intermediate
Skills Covered:
Web application development skills
Introduction to Cloud Computing-1

Offered by

IBM via Edx
Certificate

Introduction to Cloud Computing

Cloud computing denotes the availability of computer resources and the delivery of various services through the internet. Introduction to Cloud Computing by edX has been designed as a six-week online learning programme for beginners. You can learn about cloud computing concepts and their essential characteristics through videos, reading material and more. 

The curriculum also provides graded assignments and quizzes to help you stay motivated and track progress. The course syllabus includes the history of cloud computing and the emerging trends that include Hybrid Multicloud, Cloud Native, Microservices, Application Modernisation, etc. If you are new to the field, Introduction to Cloud Computing online course is a great way to get familiar with or build a prosperous career as a Cloud professional.

Moreover, the Introduction to Cloud Computing certification has been curated in collaboration with IBM, and you will receive digital badges along with a verified certificate on completion if you choose the verified track. Hence, you can learn through interactive methods and get accredited for your newly gained knowledge and skills. Rav Ahuja, who is the Global Program Director at IBM, will be your programme instructor. In the free mode, you can access the course only for a limited period of time. 

...Read More
3 Weeks
Beginner
Skills Covered:
Knowledge of cloud computing
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.

...Read More
3 Weeks
Intermediate
Skills Covered:
Machine learning
Specialized Models Time Series and Survival Analysis

Offered by

Certificate

Specialized Models: Time Series and Survival Analysis

By taking up the Specialized Models: Time Series and Survival Analysis online course the students will be working on the ways to identify the modelling challenges that are common within the domain of time series data. The course will further be helping to understand the process of how trends are gauged and accessed in a time series of data. In the Specialized Models: Time Series and Survival Analysis certification syllabus the students will be covering chapters on- Identifying Nonstationarity, Common Transformations, Smoothing Moving Averages, Time Series Smoothing, Deep Learning Notebook, Survival Analysis and Censoring and others. The online course on Specialized Models: Time Series and Survival Analysis by Coursera will be elaborating on the domains of “time-series data” and will be working on its applications.

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3 Weeks
Intermediate
Free
Skills Covered:
Knowledge of deep learning

Offered by

Certificate

Linux System Administration with IBM Power Systems

Linux System Administration with IBM Power Systems Certification by Coursera introduces learners to the fundamental concepts surrounding the administrative tasks that a system administrator can undertake with Linux on IBM Power servers. Within a span of four weeks, they will also learn about various concepts related to virtualisation that include logical partitioning, command-line operations and the installation of Linux. They shall also delve into some interesting concepts surrounding device and administration management tasks.

Linux System Administration with IBM Power Systems Certification Programme will help learners earn a shareable certificate to exhibit their skills to recruiters. They can learn at their own pace with their schedule. The curriculum has been made engaging with additional readings and quizzes with each week's lectures. Candidates also have the option to receive peer feedback on peer-reviewed graded assignments and provide them with feedback to initiate mutual learning.

The course is offered under the ambit of Cloud Computing under another broad ambit of Information Technology. Thus, candidates belonging to these fields can pursue this course and polish their skills considerably. The course is being delivered by experts from IBM that makes learning industry-oriented and significant for academic and professional purposes.

...Read More
3 Weeks
Intermediate
3,384
Skills Covered:
Knowledge of Linux
AI Capstone Project with Deep Learning

Offered by

Certificate

AI Capstone Project with Deep Learning

The AI Capstone Project with Deep Learning certification course provides an advanced level of training to all its participants. The programme is within the reach of the students at no cost as it can be accessed for free in the audit mode. The course is made accessible to every aspirant through the platform Coursera. Students who enrol for this hundred per cent online training will be able to gain a deep understanding of AI. 

The course revolves around the topics of preprocessing data, building a model, validity of a model, etc. The programme is a part of a course named IBM AI Engineering that is also a Coursera programme and is in association with IBM. The curriculum of the AI Capstone Project with Deep Learning online course is managed by two industry experts that will help the students understand the concepts. 

The course material of the subject also provides hands-on experience through projects. Along with the projects, it includes quizzes, assignments, practises exercises, etc. The course does not have any restrictions with respect to admission eligibility criteria, deadlines, or attendance. The content of the AI Capstone Project with the Deep Learning certification syllabus is divided into 3 weeks and can be completely finished in around 5 hours. If the student is able to complete the course in the fixed time he or she will be able to achieve a certificate at the end of the programme.

...Read More
3 Weeks
Expert
3,384
Skills Covered:
Machine learning Knowledge of Artificial Intelligence Knowledge of Python Knowledge of Algorithms
Artificial Intelligence Workflow Artificial Intelligence in Production

Offered by

Certificate

AI Workflow: AI in Production

Part six in the series of programs on the same domain the online course on AI Workflow: AI in Production by Coursera can be persuaded by students who have an earlier and strong understanding of - NumPy, IBM Watson studio, Python, Pandas, Linear Algebra, and Descriptive and inferential statistical concepts. 

The online course focuses on the models of productions that are aimed at streaming media companies. The course will be introducing the students to the core concepts of IBM Watson Learning. The online program over the period of 17 hours covers the topics of - data analysis, visual recognition, machine learning, and hypothesis testing,  bias detection, NLP and others. The AI Workflow: AI in Production certification syllabus will be covered by professionals.

...Read More
3 Weeks
Expert
13,572
Skills Covered:
Machine learning Knowledge of NLP Modelling
Full Stack Application Development Capstone Project

Offered by

Certificate

Full Stack Application Development Capstone Project

A full-stack developer indulges in working on the front end and back end of software applications. Full-stack developers are expected to be well acquainted with technologies used for the implementation of components and layers in software. Cloud-native application development is one of the major approaches to run, build and improve apps through technologies and techniques for cloud computing. In order to ace this role, aspiring developers must know the nuances of these techniques and technologies.

Full Stack Application Development Capstone Project by Coursera fulfils this requirement as a flexible, job-relevant and affordable online learning programme for individuals. IBM experts will deliver on-demand lectures that can be accessed on both desktop and mobile applications on the candidate's own schedule. Coursera also provides career support resources like resume development and interviews.

No prior programming experience or Cloud background is required to start this program. Full Stack Application Development Capstone Project certification syllabus comprises a high-quality curriculum that will help learners develop skill sets in numerous technologies including HTML, cloud foundations, CSS, JavaScript, Node.js, GitHub, react, DevOps, cloud-native practices, CI/CD, docker, containers, Kubernetes, Istio, Openshift, python programming, SQL, databases, NoSQL, bootstrap, Django ORM, application security, serverless computing and microservices.

...Read More
3 Weeks
Expert
3,384
Skills Covered:
Web application development skills
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.

...Read More
3 Weeks
Intermediate
Skills Covered:
Mathematical skill

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