4040 Courses and Certifications

Online IT Software Courses & Certifications

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Amazon SageMaker Simplifying Machine Learning Application Development

Offered by

Certificate

Amazon SageMaker: Simplifying Machine Learning Application Development

Amazon Web Services (AWS) is offering the Amazon SageMaker: Simplifying Machine Learning Application Development certification course. It will act as your guide for using Amazon SageMaker for the integration of ML or machine learning into your apps. Machine learning has surfaced as one of the most sought-after technological domains in recent times. Thus, the course can help you develop your skill-set in just a span of 4 weeks.

The Amazon SageMaker online course by edX will empower you with the knowledge of training a model with the help of a Jupyter Notebook. You will learn under the able guidance of AWS Training and Certification expert educators. Furthermore, you will have the assistance of video lectures, hands-on exercises, and demos to help you achieve fluency in the course concepts.

Moreover, the Amazon SageMaker training will allow you to hone your prior skills and help you gain new ones. You will have improved career opportunities at hand after completing this course. Although it is free of charge programme, you need to purchase the Verified Certificate track to access graded assessments and the programme certificate.

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4 Weeks
Intermediate
Skills Covered:
Machine learning Knowledge of Amazon Web Services
Deep Neural Networks with PyTorch

Offered by

Certificate

Deep Neural Networks with PyTorch

The Deep Neural Networks with PyTorch certification course will teach candidates, how to use Pytorch to create deep learning models. It is a part of the IBM AI Engineering Professional Certificate. There are a total of 6 courses in that specialisation. The Deep Neural Networks with PyTorch training course is the fourth one of them. Artificial intelligence or AI is revolutionising whole industries by transforming the way businesses exploit knowledge to make decisions across sectors. Organisations need skilled AI engineers who use cutting-edge approaches such as machine learning algorithms and deep learning neural networks to provide their companies with data-driven actionable intelligence in order to remain competitive. This Technical Certificate of 6 courses is designed to equip candidates with the tools which are needed to excel as an Artificial Intelligence or Machine Learning engineer in their career. 

Using programming languages such as Python, candidates will master the basic principles of machine learning and deep learning, which includes supervised and unsupervised learning. Candidates will also obtain a digital badge from IBM acknowledging their proficiency in AI engineering in addition to receiving a Technical Certificate from Coursera.

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4 Weeks
Intermediate
4,085
Skills Covered:
Knowledge of deep learning
Advanced Machine Learning and Signal Processing

Offered by

Certificate

Advanced Machine Learning and Signal Processing

The online program on Advanced Machine Learning and Signal Processing by Coursera is a part of the series of programs that are offered in the domain of “advanced machine learning and signal processing”. The Advanced Machine Learning and Signal Processing training is part of the courses that are offered by IBM on advanced data science specialization. In the course, the frameworks for python using SparkML and Scikit-Learn will be introduced. The Advanced Machine Learning and Signal Processing certification syllabus will be covered on the digital platform within a time frame of 28 hours.

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4 Weeks
Expert
4,018
Skills Covered:
Machine learning
Computational Thinking for Problem Solving

Offered by

Certificate

Computational Thinking for Problem Solving

Computational Thinking for Problem Solving is a beginner-level course administered by the University of Pennsylvania. The online programme will provide the learners with a deep insight into computational thinking which is used to deal with a problem in a systematic manner and come up with solutions that could be initiated by a computer. Computational Thinking for Problem Solving Certification Syllabus will guide the learners on computation thinking, the development and analysis of algorithms etc that will enable the students to approach the problems from the perspective of computer scientists. 

Offered by Coursera, the Computational Thinking for Problem Solving Certification Course is a programme targeted at beginner-level audiences that could be completed within 18 hours. Computational Thinking for Problem Solving Certification by Coursera is developed by Susan Davidson who is the Weiss Professor at the University of Pennsylvania. 

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4 Weeks
Beginner
Free
Intel Network Academy - Network Transformation 101

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Certificate

Intel® Network Academy - Network Transformation 101

A descriptive manual for a fundamental redesign of a complete network, including the cloud, wide-area network, branches, data centers, remote user access, and network security infrastructure, is called network transformation. Intel® Network Academy - Network Transformation 101 online certification is created by Intel and is taught by Intel Network Academy which is offered by Coursera for individuals who want to develop their skills in network transformation and software networking operations.

Intel® Network Academy - Network Transformation 101 online course provides 18 hours of digital resources that cover a range of the topic including software-defined infrastructure, network functions virtualization, software-defined WAN, network slicing, service provider transformation, software-defined networking, communication service provider, telco cloud, visual cloud, artificial intelligence, IoT licensing, IoT wireless technologies, radio access technology, cellular technology, and more. By the end of the Intel® Network Academy - Network Transformation 101 online classes, individuals will have acquired knowledge of key Intel technologies, industry trends, and technical aspects of NFV deployments.

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4 Weeks
Beginner
Free
Skills Covered:
Knowledge of Artificial Intelligence Networking
Amazon Web Services Getting Started with Cloud Security

Offered by

Certificate

AWS: Getting Started with Cloud Security

As the threat of malware, ransomware, denial of service attacks, and data breaches keeps increasing, data security has become a top priority for businesses everywhere. In the AWS: Getting Started with Cloud Security online course, AWS Solution Architects will teach you the basics of cloud security, compliance. The programme will introduce you to Amazon Web Services’ shared responsibility model.

The AWS: Getting Started with Cloud Security training then moves onto more technical concepts and various security controls. These include access and identity management, directory services, auditing and monitoring, network isolation and connectivity options, encryption, and managing secrets.

The AWS: Getting Started with Cloud Security certification syllabus covers numerous AWS services, including Amazon CloudWatch and Amazon VPC. The training course will touch down on Amazon Guard Duty, AWS CloudTrail, Amazon S3, AWS Security Hub, Amazon EC2, Amazon EBS, and AWS Secrets Manager. You can participate in class discussions to interact with the Amazon Web Services’ training staff and your fellow students. In the audit track, the candidates will be getting limited but free access to the course materials, and in the verified track the candidates will get unlimited access.

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4 Weeks
Beginner
Skills Covered:
Knowledge of AWS Technology
Site Reliability Engineering Capstone

Offered by

IBM via Edx
Certificate

Site Reliability Engineering Capstone

4 Weeks
Intermediate
Free
Systems and Usable Security

Offered by

Certificate

Systems and Usable Security

4 Weeks
Free
Cybersecurity Roles, Processes and Operating System Security

Offered by

Certificate

Cybersecurity Roles, Processes and Operating System Security

Cybersecurity Roles, Processes & Operating System Security programme is offered by IBM with a motive to make the people smarter as the world is getting digital. Through this programme, candidates would understand the key importance of cybersecurity in any organization. They will learn about the challenges faced by the organization in the Modern era and also how to overcome such challenges. The programme is appropriate for the candidates who aspire to work in the field of Cybersecurity as a Jr Cybersecurity Analyst.  

The course is inclusive of multiple programmes or specializations. Apart from cybersecurity, Coursera has introduced the concept of virtualization and it’s relevancy for cybersecurity. In 4 weeks, the candidates will have an understanding of Operating System Security and Cybersecurity roles & processes. They will also learn about the working of cybersecurity in different operating systems like Mac/OS, Mobile, Windows, and Linux. 

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4 Weeks
Beginner
4,085
Skills Covered:
Knowledge of Linux
Basic Network and Database Security

Offered by

IBM via Edx
Certificate

Basic Network and Database Security

The Basic Network and Database Security course will give you the background needed to understand network security basics. This training will cover various computer network topics, including Local Area Networks, the OSI Framework, TCP/IP, and routing basics. You will also learn how networking affects an organization’s security systems and how network security controls guard an organization against security attacks.

In addition to networking, the Basic Network and Database Security course curriculum also covers various database vulnerabilities and the knowledge/tools needed to research database vulnerability. In this section, multiple databases are covered, including Oracle, SQL Injection, Couch, and Mongo. Ultimately, this course enables you to safeguard your organization’s sensitive data against loss from cyber attacks.

The Basic Network and Database Security programme is entirely free of cost for enrolment. However, you can also add a verified certificate by paying a fee. Spanning four weeks, it is an introductory course in the field of computer science and a part of the IBM Cybersecurity Fundamentals Professional Certificate programme. Edx offers 2 tracks which are audit and verified tracks. Both the tracks are offered in the self-paced mode. While in the free audit track, the candidates will be able to only study and access the materials for a certain period of time. In case the students choose the verified track, they will have an unlimited period of time to check out and learn the course.

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4 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cyber Security
Networks and Communications Security

Offered by

Certificate

Networks and Communications Security

The Networks and Communications Security certification programme offers you a holistic and programmatic approach to tackle security threats. Additionally, the certification course helps you to prepare for the SSCP certification.

In the certification course, you will learn the primary concepts of private and public communication networks. You will learn to discern harmful and malicious computer code. The curriculum of the Networks and Communications Security certification course will make you adept at identifying security threats and employing the correct solutions to eliminate them.

Furthermore, the Networks and Communications Security course will cover crucial security concerns in cloud infrastructure, virtual environments, endpoint devices, and more. Upon completion, candidates will become adept in identifying and eliminating malicious codes to ensure optimal safety.

Besides, the certification course offers self-paced learning. Candidates typically take around 20 hours to complete the Networks and Communications Security course successfully. Upon successful course completion, they receive a combined, shareable certificate from Coursera and (ISC)².

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4 Weeks
Beginner
6,587
Skills Covered:
Knowledge of Cyber Security

Offered by

National Institute of Electronics and Information Technology, Chandigarh
Certificate

CCNA (Security) v 2.0

With an extensive focus on developing expert security skills, the CCNA (Security) v 2.0 training uses a career-oriented and practical experience-based approach. The course prepares the candidates for the Implementing Cisco Network Security (IINS) certification exam and entry-level career opportunities in the security field. It will give the candidates a Cisco CCNA Security certification and a competitive edge above the rest.

The CCNA (Security) v 2.0 certification programme is a four-week course designed by the National Institute of Electronics and Information technology, Chandigarh (NIELIT). The course will be conducted through online portals and focuses on helping Cisco-certified engineers gain a competitive edge in the domain of network security.

The CCNA Security programme by NIELIT explains modern security threats, firewall technologies, local area network security, VPNs, and advanced Cisco-adaptive security appliances. The curriculum will also emphasise topics such as intrusion prevention and cryptographic systems. By the end, candidates are expected to know how to implement AAA, CIA, and troubleshoot various issues.

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4 Weeks
2,100
Skills Covered:
Knowledge of Cyber Security
Certificate

Jump Start: Network Security

4 Weeks
Beginner
Free
Applied Machine Learning in Python

Offered by

Certificate

Applied Machine Learning in Python

Applied Machine Learning in Python an intermediate-level course administered by the University of Michigan. The learners will be exposed to applied machine learning in python. Applied Machine Learning in Python Certification Syllabus, developed by Kevyn Collins-Thompson, the Associate Professor at the School of Information, will walk the students through many aspects of applied machine learning, especially the techniques and methods. 

Provided by Coursera, the Applied Machine Learning in Python Certification Course helps the students to have a deep knowledge of building ensembles, practical limitations of predictive models, supervised and unsupervised techniques, and the like. Applied Machine Learning in Python Certification by Coursera is the third course in Applied Data Science with Python Specialization. 

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4 Weeks
Intermediate
4,117
Skills Covered:
Knowledge of Python Application of ML Algorithms
Towards an Ethical Digital Society from Theory to Practice

Offered by

Certificate

Towards an Ethical Digital Society: From Theory to Practice

The objective of Towards an Ethical Digital Society programme is to help you ask relevant ethical questions related to the design and implementation of technologies. The course will look at three facets of technology in detail from the perspective of ethics: Digital Infrastructure, Artificial Intelligence, and Digital Data.

Towards an Ethical Digital Society: From Theory to Practice certification has been designed and developed by IIIT Bangalore in association with NPTEL. The course material, lectures, and weekly assignments are available on Swayam's online learning platform.

The Towards an Ethical Digital Society course length is four weeks and comprises a well-researched curriculum. You will learn to look at technology as a complex sociotechnical collection and point out the different ethical considerations.

Prof Bidhisha Chaudhari from IIT Bombay will teach the Towards an Ethical Digital Society: From Theory to Practice. It is an AICTE approved course. You can even apply for certification if you are interested.

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4 Weeks
Free
Skills Covered:
Knowledge of Artificial Intelligence
Business Transformation in the Digital Era

Offered by

Certificate

Business Transformation in the Digital Era

One cannot underestimate the importance of technology in the business scenario. The Business Transformation in the Digital Era online course aims to strengthen your leadership in the current digital economy and provide the knowledge required to implant digital transformation in each facet of a business organization. Merely having a tech-powered business is not sufficient for long-term growth.

ISB’s Business Transformation in the Digital Era training lives programme lets you explore vital topics like Artificial Intelligence, Innovation, and Business Analytics and take a good look at technologies that are popping up every day in the business context. You will be able to make technologically-aware judgments for your business.

We are witnessing a highly-competitive digital economy. The learnings of Business Transformation in the Digital Era certification course is a live virtual course that will enable you to reform your organisation by framing effective strategies that help in increasing productivity, increase increasing competitive advantage, boosting boosting revenue, and fostering fostering overall growth.

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4 Weeks
1,25,000
Skills Covered:
Knowledge of Digital Economy Business analytics knowledge Knowledge of Blockchain Decision making skills Robotic skills Leadership

Offered by

Certificate

Data Visualisation: Creating charts and complex visualisations in Tableau

The Data Visualisation: Creating charts and complex visualisations in Tableau training is a part of the data visualisation training programme offered by the FutureLearn portal in collaboration with Tableau and Coventry University, U.K. In this course, learners will learn to interpret data and create dashboards through beautiful visualisations. Candidates will learn to review data visualisation layouts for their organisation and prepare strategies to create data dashboards for the organisation.

The Data Visualisation: Creating charts and complex visualisations in Tableau online course will be taught by Alastair Gill using English as a medium of communication in online mode. This is a self-paced learning course and the Data Visualisation: Creating charts and complex visualisations in the Tableau certification syllabus is divided into four weeks, in which candidates will learn to use the fundamentals of data visualisation to create dashboards in an organised manner. To apply for this course, candidates must visit the official website of FutureLearn and register.

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4 Weeks
900
Skills Covered:
Knowledge of Big Data Tableau knowledge Knowledge of Data Visualization Data science knowledge

Offered by

Certificate

Data Visualisation: Data Visualisation with Tableau Fundamentals

Tableau assists in the creation of relevant data visualizations that fuel corporate growth and decision-making. This Data Visualisation: Data Visualisation with Tableau Fundamentals online course teaches about the fundamentals of Tableau, from individual parts and connections through information collection. Before going on to hands-on tasks, candidates will study design ideas and how to identify essential dashboard features.

The first step in building and delivering powerful dashboards for any organization is recognizing the components of successful information visualization. The 4 weeks Data Visualisation: Data Visualisation with Tableau Fundamentals training by FutureLearn teaches candidates about design concerns and theories for generating charts and displaying complicated data interactions. Tableau is utilized by a wide range of businesses throughout the world, including Siemens, Experian, Nissan, and Coca-Cola. 

This industry-leading software will be used throughout this course to teach how to prepare the data with Tableau. The Data Visualisation: Data Visualisation with Tableau Fundamentals syllabus covers fundamentals of data visualisation, candidates will learn to create dashboards with popular chart styles and interactive components within Tableau, which provides a number of methods to show and examine the data sets.

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4 Weeks
900
Skills Covered:
Knowledge of Data Visualization

Offered by

Certificate

Data Visualisation: Data Dashboards and Storytelling with Tableau

Data visualization is an excellent tool for predictive modelling and bringing predictive methods to life inside the company. The Data Visualisation: Data Dashboards and Storytelling with Tableau online course teaches to use data to create business forecasts while also dealing with the ethical problems that might arise.

As the necessity for strong visualisation and data analytics abilities develops, these talents will offer up new job prospects for data professionals and across a variety of sectors. The Data Visualisation: Data Dashboards and Storytelling with Tableau training by FutureLearn teaches about statistical approaches and the necessity of testing and improving data analysis frameworks.

Understanding the fundamental physics of the prediction models is necessary for fine-tuning and testing them. Data Visualisation: Data Dashboards and Storytelling with Tableau syllabus covers various concepts and theories that drive data analytics and teaches how to assess the efficacy of each model. Having a solid understanding of these ideas will allow candidates to go deeper into their big data and identify models that best suit their company, consumers, and the current markets.

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4 Weeks
900
Skills Covered:
Knowledge of Data Visualization
Data Visualization and Dashboards with Excel and Cognos

Offered by

Certificate

Data Visualization and Dashboards with Excel and Cognos

The IBM curriculum developed Data Visualization and Dashboards with Excel and Cognos online course helps the candidates to learn data visualization and dashboard creation using tools such as Excel and Cognos Analytics. The programme is planned to run for four weeks with a final hands-on project in the last week of planning. The Data Visualization and Dashboards with Excel and Cognos syllabus is planned for a duration of 15 hours with a beginner level difficulty. The programme helps the candidates who do not have a strong foundation in data analysis, programming or coding to learn data visualization and dashboard formation in an easy hands-on way. The candidate pursuing Data Visualization and Dashboards with Excel and Cognos by Coursera will be instructed by three seasoned experts from IBM and SkillUp Technologies in the area of data analytics and visualization. The candidates who complete the programme successfully will be awarded a verified certificate from Coursera medium.

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4 Weeks
Beginner
4,115
Skills Covered:
Data science knowledge Knowledge of Data Visualization Knowledge of Excel
Data Visualization and Building Dashboards with Excel and Cognos

Offered by

IBM via Edx
Visualizing Data with R

Offered by

IBM via Edx
Certificate

Visualizing Data with R

4 Weeks
Beginner
Free

Offered by

Certificate

Share Data Through the Art of Visualization

The Share Data Through the Art of Visualization online course is a Google course provided on the Coursera platform. The entire programme lasts 24 hours and has the prospect of a verified certificate. The Share Data Through the Art of Visualization certification syllabus is planned by Google career certificates to enable the candidates to become entry-level data analysts with good knowledge of tools and concepts in data analysis. The programme will be taught over four weeks, beginning with data visualisations, story creation, presentations and slideshow preparation. The course will be delivered in English with English subtitles for learning. To participate in the programme, applicants must meet certain specific prerequisites in the areas of mathematics and algorithms. The  Share Data Through the Art of Visualization by Coursera is designed as an intermediate-level course with adjustable completion deadlines.

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4 Weeks
Beginner
1,175
Skills Covered:
Knowledge of Data Visualization Presentation skills Design thinking Tableau knowledge
Certificate

Dynamics 365: Using Power Platform Applications

The Dynamics 365: Using Power Platform Applications certification course is based on the Microsoft power platform. The course is also available for free for a limited period. The course helps the participant gain knowledge regarding enhancing the business processes. 

Students who join this course will also learn about building a basic model-driven application, evaluate the components of the platform, etc. Overall the course talks about aspects that can help the participants in their business area. The course does not require any admission fee or limits the participants to attend the classes on time. The programme is a self-paced learning programme that lets the participant choose their own study schedules with no deadlines. 

The Dynamics 365: Using Power Platform Applications certification syllabus is available for a duration of one month. The course material is also available in the course. At the time of completion, students get to attain a certificate for the programme.

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4 Weeks
Skills Covered:
Data science knowledge Knowledge of Data Visualization
Introduction to Statistics for Data Science using Python

Offered by

IBM via Edx

Offered by

TMU via Futurelearn
Certificate

Artificial Intelligence for Healthcare: Opportunities and Challenges

Due to increasing data related to health, the possibilities for data analytics has increased the use of Artificial Intelligence in the healthcare sector. Through the course Artificial Intelligence for Healthcare: Opportunities and Challenges the candidates will be able to understand in what ways AI can be utilised in healthcare and its challenges. 

In this course the candidates will get to see why AI might be needed in healthcare, along with its possible applications, the various opportunities of AI in the healthcare sector, challenges due to AI in the healthcare sector, methods to overcome the challenges, how AI will assist and support to better healthcare and any issues that may be caused like is AI dehumanising the healthcare sector. At the end of the course, the candidates will be confident with their knowledge of AI and ways in which it can improve the present healthcare sector.

This course can be taken by anyone interested to know about AI working in healthcare but will be relevant for candidates with prior knowledge in healthcare such as students, healthcare professionals, and researchers.

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4 Weeks
Beginner
6,500
Skills Covered:
Knowledge of Artificial Intelligence

Offered by

Certificate

Android Performance

Android Performance Certification by Udacity will teach course participants who will be handling apps to identify and treat those performance problems. As the program proceeds towards closure, the candidates will then be capable enough to perform exploratory tests, use outputs to navigate to problematic codes, run profiling tools, and design a plan of attack to resolve poor performance. 

They will get a detailed understanding of how to program code and also about how the Android platform interacts, which shall help them with future optimization issues. Udacity offers rich learning content in this course wherein interactive quizzes keep learners engaged throughout the course and also increase their involvement in learning. 

It shall be delivered by industry professionals in a self-paced mode. This will help candidates to emerge as leaders in embracing the most in-demand roles in technology. Android Performance Certification is supported by Google, which furthers Udacity's mission of partnering with leading tech companies to make enrollees aware of developments in the tech industry.

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4 Weeks
Expert
Free
Skills Covered:
Knowledge of Android Software Development

Offered by

Certificate

Android Basics: User inputs

A strong grasp of the basics of Android and Java programming can never be underestimated, especially for app developers who are kick starting their journey to becoming an Android developer. One needs to be extremely strong with the basics in order to proceed with intermediate or advanced learning and its practical application. Android Basics: User Input by Udacity is designed for students who are new to programming and wish to learn how to build Android applications. 

Since this programme is for beginners, course participants need not possess any prior programming experience to pursue this course. Even an individual with a budding interest in the field with no educational experience can sharpen their interest with the rich and interactive learning imparted by industry professionals. Learning new concepts can be tough for freshers so Android Basics: User Input Certification Online Course will guide learners through the process of making Android apps. 

It is best suited for enthusiastic learners. By the end of this course, candidates will have learned how to make their app interactive using changing text and buttons. They will have practised those skills well by making a basketball scores app. They will also have built a full coffee-ordering app.

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4 Weeks
Beginner
Free
Skills Covered:
Programming skills

Offered by

Certificate

Material Design for Android Developers

In the Material Design for Android Developers training, the applicants will learn about the basic principles and fundamentals of “material design”. The online course by Udacity will help the students study Android's visual language. 

After the end of the four-week course, of  Material Design for Android Developers by Udacity the students will have covered the topics of- Android design fundamentals, Adaptive design, Bold graphic design, Meaningful moon and Surfaces. 

After the end of the Material Design for Android Developers certification, the students will learn to create and also use0 surfaces, material design elements and graphics along with the transition. The experience gained in the course can be utilized by students across various platforms.

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4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Android Software Development
Industrial Internet of Things IIoT

Offered by

Certificate

Industrial Internet of Things IIoT

Industrial Internet of Things (IIoT) is an online certification programme offered by Coursera for beginner-level students. The certificate course is the first in the three courses of Digital Technologies and the Future of Manufacturing Specialization. Industrial Internet of Things (IIoT) Certification Syllabus will dive deep into the concepts of Industrial Internet of Things (IIoT), its application in the manufacturing industry and the like. 

Administered by Coursera, the Industrial Internet of Things (IIoT) Certification Course will also provide the learners with  real-life interviews and case studies to give them practical exposure to the Industrial Internet of Things.  Industrial Internet of Things (IIoT) Certification by Coursera is offered by the University of Michigan and can be covered by the students within about 10 hours. 

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4 Weeks
Beginner
3,277
Skills Covered:
Knowledge of IT industry

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