4012 Courses and Certifications

List of Online Courses and Certifications

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Certificate

API Design and Fundamentals of Google Cloud's Apigee API Platform

Application Programming Interface (API) can ensure a faster code. Thus, it is necessary to have consistently designed APIs. This course named, “API Design and Fundamentals of Google Cloud’s Apigee API Platform” is the first one from the three-course series, and is thus an important foundation. 

The API Design and Fundamentals of Google Cloud’s Apigee API Platform course of Coursera introduces you to API Design and the fundamentals of the Apigee platform. The second course is aimed at API security. The third and the last one focuses on the additional API developmental topics. 

Here you will be taught how to design APIs and the best ways you can utilize OpenAPI specifications to document them. You will learn about the aspects of the API lifecycle, and understand how the Apigee API platform assists you in managing all the facets of the life cycle. You will also learn how the APIs can be designed by using API provides and how APIs are encased as products that can be further used by app developers.

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

Offered by

Certificate

Exploring Data Transformation with Google Cloud

5 Weeks
Beginner
3,277
How to Win a Data Science Competition Learn from Top Kagglers

Offered by

Certificate

How to Win a Data Science Competition: Learn from Top Kagglers

The How to Win a Data Science Competition: Learn from Top Kagglers online course is a part of Coursera’s Advanced Machine Learning Specialisation. It is a course in the Data Analysis domain and undertaking this course will help you push your limits, and boost your career in data science

The Coursera How to Win a Data Science Competition Course is not a basic machine learning programme. It trains you to get a head-up on your competitors and get high-rank solutions. It gives you a better understanding of practical applications of machine learning methods. 

How to Win a Data Science Competition: Learn from Top Kagglers certification course has a plethora of expert professors and research data scientists who will teach you for the duration of this course. It is offered by the National Research University Higher School of Economics which is one of the top research universities in Russia. You will earn a shareable certificate upon completion, and you can share your skills in data science. 

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5 Weeks
Expert
3,686
Skills Covered:
Predictive Modeling knowledge
Applied Data Science Capstone

Offered by

Certificate

Applied Data Science Capstone

The Applied Data Science Capstone course is a great course to understand the working life of a data scientist through hands-on and practical training. You will be exposed to a host of processes and applications such as learning about location data and data providers like Foursquare and making RESTful API calls to retrieve data from Foursquare API. 

If you do not have access to readily available data, the Applied Data Science Capstone online course will teach you how to scrape web data and parse HTML code. You will be able to refine your exploring and data analysing skills using Python and its panda libraries. Finally, to communicate your results and findings, you will use the Folium library and access maps of geospatial data.  

Applied Data Science Capstone certification can be audited for free. The course is offered by IBM and will be taught by Alex Aklson. The course also provides certification and financial support if you cannot pay the programme fee. 

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5 Weeks
Intermediate
3,384
Skills Covered:
Data science knowledge Knowledge of Python

Offered by

Swiss Federal Institute of Technology Lausanne , Databricks via Coursera
Certificate

Applied Data Science for Data Analysts

Applied Data Science for Data Analysts is an online Databricks-offered programme designed for intermediate-level learners. The online certification is the final course in the three-course Data Science with Databricks for Data Analysts Specialization. Thus, to be eligible for taking the online programme, the learners must have completed the first two courses in the specialization. Applied Data Science for Data Analysts Certification Course, provided jointly by Coursera and Databricks, will help the learners to enrich their data science, and applied data science with python and machine learning skills and help the student to become masters of applied data science. 

The learners passionate about learning about apple data science can enrol and complete the Applied Data Science for Data Analysts Training within approximately 16 hours. As the Applied Data Science for Data Analysts Certification by Coursera is completely offered in the online mode, the candidates can opt for the programme at their convenience and pace from anywhere. 

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5 Weeks
Intermediate
4,091
Skills Covered:
Machine learning Data science knowledge
Cybersecurity Compliance Framework and System Administration

Offered by

Certificate

Cybersecurity Compliance Framework & System Administration

In this data-driven world, cybercrimes are not unknown to anybody. Cyber offenders seamlessly carry out crimes beyond jurisdictions and on an online interface that is likely to trap anybody. Thus, cybersecurity mandates prove to be a golden weapon at the hands of companies and organisations with huge and sensitive databases. Cybersecurity professionals need to be a step further than offenders and henceforth require holistic knowledge of concepts. 

Cybersecurity Compliance Framework & System Administration Certification by Coursera fulfills that requirement and gives course participants the background to understand industry standards and key cybersecurity compliances. The knowledge provided throughout will prove to be beneficial for learners irrespective of the role they wish to partake in an organisation.

Candidates will get a strong grasp of the basic commands for a user and server administration related to security. Endpoint security and patch management have also been sufficiently dealt with. Finally, learners will know more about the in-depth skills around encryption and cryptography to understand their effect on the software. The intended audience of this Cybersecurity Compliance Framework & System Administration training course comprises those wishing to acquire a basic understanding of Compliance, Security Frameworks, endpoint management, cryptography, or encryption.

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5 Weeks
Intermediate
3,384
Skills Covered:
Knowledge of Cyber Security
Introduction to Cybersecurity Tools and Cyber Attacks

Offered by

Certificate

Introduction to Cybersecurity Tools & Cyber Attacks

The Introduction to Cybersecurity Tools & Cyber Attacks certification course is an online programme that revolves around the topics of cybersecurity. Some of the major topics of the course include terminologies used in cybersecurity, various tools and techniques used in real life, etc. The programme can be availed at zero cost in the audit mode. The course material can be accessed for free along with all the lessons available in the course. 

The Introduction to Cybersecurity Tools & Cyber Attacks online course is a beginners' level programme and does not require any specific academic requirements to get started with the course. The self-paced mode allows the user to understand the concepts thoroughly by giving them the power to choose their study timings with no deadlines to learn from the course as per their requirements. The Introduction to Cybersecurity Tools & Cyber Attacks certification syllabus will take up to 11 hours of the students' time to complete the course. The programme is a hundred percent online training and also provides shareable certification at the end of the course. 

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5 Weeks
Beginner
3,384
Skills Covered:
Knowledge of Cyber Security
Cybersecurity and Privacy in The Internet of Things

Offered by

Certificate

Cybersecurity and Privacy in the

5 Weeks
Beginner
Free
Network Security Advanced Topics

Offered by

NYU via Edx
Certificate

Network Security - Advanced Topics

5 Weeks
Intermediate
Free
Information Security Advanced topics

Offered by

NYU via Edx
Certificate

Information Security - Advanced topics

5 Weeks
Intermediate
Free
Information Security Introduction to Information Security

Offered by

NYU via Edx
Certificate

Information Security Introduction to Information Security

5 Weeks
Intermediate
Free
Sample Based Learning Methods

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Sample-based Learning Methods

The University of Alberta and Alberta Machine Intelligence Institute offer the Sample-based Learning Methods training programme in conjunction with Coursera. An intermediate-level course, the programme is spread across four weeks, with intensive modules on reinforcement learning. The course will also help you understand how learning from experience can help you attain optimal behaviour. 

The Sample-based Learning Methods certification course will help you understand concepts like Temporal Difference learning, Monte Carlo strategy, exploration, dynamic programming, and more. Moreover, the certification course will provide you with a chance to apply TD algorithms, Expected Sarsa, Q-learning, and more.

Instructors will conclude the Sample-based Learning Methods online course by looking at how algorithms can combine model-based planning and temporal difference updates to fast-track learning. Additionally, the certification course offers the flexibility to learn at your own pace in your own time and set your own deadlines. 

You will also receive a combined shareable certificate from the University of Alberta and Coursera, upon completion of the Sample-based Learning Methods course.

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5 Weeks
Intermediate
13,514
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Introduction to Deep Learning and Neural Networks with Keras

Offered by

Certificate

Introduction to Deep Learning & Neural Networks with Keras

In the present times where the advances in technology have shifted to IoT (Internet of Things), the concept of Deep Learning can be foreseen as one of the crucial ones, to be understood and well researched. Deep learning is faster and easier to develop and deploy as well. The Introduction to Deep Learning & Neural Networks with Keras certification course, the participants will get a deep insight into the Deep learning models. Furthermore, they will also be able to create models of Deep learning by making use of the Keras library.

The entrant will be introduced to exhilarating applications of Deep Learning. They will be learning about various deep learning algorithms and neural networks which are inspired by the functioning of neurons and the brain with respect to data processing. They will also get an insight into the working of the neural networks to feed the data throughout the network.

The Introduction to Deep Learning & Neural Networks with Keras training will provide knowledge about optimisation of variables as per the defined function, gradient descent algorithm, backpropagation, and updating the weights and biases of neural networks. Furthermore, the entrant will be taught about the activation functions and vanishing gradient problems. 

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5 Weeks
Intermediate
3,369
Skills Covered:
Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning
Prediction and Control with Function Approximation

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Prediction and Control with Function Approximation

Reinforcement learning is a machine learning method that helps to understand how the software agents should take actions according to the situations and requirements. Helps solve all the problems that have large or high dimensional and potential limitless spaces available. It helps one to investigate how policy prediction and evaluation methods like TD and Monte Carlo can be used to help function approximation settings. 

Prediction and Control with Function Approximation certification course by Coursera include features construction techniques for representational learning through a neutral network, RL and backdrop. This course is designed for the candidates who have completed the first and the second part of the reinforcement learning and specialization training as it is a continuation of the same.

By doing the Prediction and Control with Function Approximation training course they will be a field ready and gain knowledge that will help them master their skills and help upgrade their portfolio which will, in the end, help them towards their successful career. 

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5 Weeks
Intermediate
13,514
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Getting Started with Amazon Web Services Machine Learning

Offered by

Certificate

Getting Started with AWS Machine Learning

Amazon Web Services (AWS), the most comprehensive and vastly adopted cloud platform across the globe, is a fast, easy and cost-efficient platform to build ML applications. The AWS Machine Learning offers tools and services which cater for the developers and organisations to build ML models more efficiently. Globally, AWS Machine Learning is used by developers to build ML models that can test product designs, assess property damages, improve healthcare operations, analyse customer behaviour, fraud detection and much more.

Getting Started with AWS Machine Learning certification course is an online offered by AWS through the Coursera platform. This certificate programme will assist the participants to gain familiarity and working knowledge of AWS Machine Learning. The course content spreads over 5 weeks and includes module videos covering almost every significant aspect of machine learning. Participants will receive a shareable certificate upon completion of this online certificate programme.

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5 Weeks
Intermediate
Free
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Using Machine Learning in Trading and Finance

Offered by

New York Institute of Finance, New York , Google Cloud via Coursera
Certificate

Using Machine Learning in Trading and Finance

The Using Machine Learning in Trading and Finance online course is providing a platform for the students to learn and study about the basics that are involved in developing advanced strategies that are used in modern machine learning techniques. 

In the online programme on  Using Machine Learning in Trading and Finance by Coursera, the applicants will be studying the key components that are common to all the trading strategies irrespective of the platforms and dimensions. 

In the Using Machine Learning in Trading and Finance certification syllabus, the enrolled students will be covering the comprehensive chapters of-  Regularization: L1, L2, and early stopping, Regularization: dropout, Lab Intro: Keras functional API, Regularization: the basics, Neural networks with Keras functional API, Collect the data, Backtest on unseen data, Selecting a machine learning algorithm, Lab Intro: momentum trading, Creating features, Define the problem, Split the data and others.

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5 Weeks
Intermediate
3,384
Skills Covered:
Machine learning
PyTorch Basics for Machine Learning

Offered by

IBM via Edx
Certificate

PyTorch Basics for Machine Learning

The PyTorch Basics for Machine Learning certification programme is offered by IBM to arm you with the skills for implementing classic machine learning algorithms. You will get to know how PyTorch is used to optimise and create deep learning models. 

During the PyTorch Basics for Machine Learning training, you will learn important models such as linear and logistic regression models. This introductory-level programme will teach you how to train your models and their related concepts like gradient descent, cost and loss.

With the learnings of edX’s PyTorch Basics for Machine Learning course, you will learn to save your training and model in apps like checkpoints, early stopping and cross-validation for hyperparameter selection. Also, basics around the linear object, like their interaction with data with a distinctive number of samples and different dimensions, will be cleared.

The PyTorch Basics for Machine Learning course also includes a final project in the end to assess your skills and performance. You can even get a paid instructor-signed certification after completing the course. The learners also can audit the self-paced programme without paying the fee for a limited duration. 

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5 Weeks
Beginner
Skills Covered:
Machine learning Knowledge of deep learning Knowledge of Numpy
Conversational Selling Playbook for Sales Development Representative

Offered by

Certificate

Conversational Selling Playbook for SDRs

The Conversational Selling Playbook for SDRs certification programme is a five-week-long online course developed by the SV Academy and Salesforce. It will teach you the eight principles of conversational selling methodology that you can use for achieving success in your career. It is the third course in the ‘Salesforce Sales Development Representative Professional Certificate’ course series. 

Coursera’s Conversational Selling Playbook for SDRs online course imparts in-depth knowledge of sales development and related concepts. You will learn via video lectures delivered by expert instructors, quizzes and readings.

The Conversational Selling Playbook for SDRs online course by Coursera will enable you to create an effective omni channel sales strategy to reach prospects through social media, email, video and phone. You can even gain access to an e-certificate after completing the course.

The Conversational Selling Playbook for SDRs training will also introduce you to the unique approach to objection handling. With the help of this course, you will study the framework for high-quality prospecting to achieve optimum results.

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5 Weeks
Beginner
3,384
Skills Covered:
Sales skills
Industrial IoT Markets and Security

Offered by

Certificate

Industrial loT Markets and Security

The lot market is the main connection between machines and equipment in a factory of the digital world also called the cloud. IoT helps one to analyse, collect more data, and help make better decisions in the end. Today’s manufacturers know it is important to bring IT closer to operational technologies that control all their machines and equipment. The term industry 4.0 has now set manufacturing standards for all the manufacturers for creating smart factories where no much labor force is required just by using industrial loT.

But with the advancement of technology, there are a few dark sides of the advancements that everyone has to keep in mind and take care of, it is the security of all the systems that are used. Security is extremely necessary for the manufacturers from harmful viruses and other things that intend to harm their system and the data that is stored. This can lead to a huge loss to the manufacturers.

This course will help build employees of the future who will have the required skills and knowledge about the security problem and the Industrial lot markets. Help them to build a bright future ahead.

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5 Weeks
Intermediate
13,514
Skills Covered:
Knowledge of Cyber Security
Site Reliability Engineering Fundamentals and Security

Offered by

IBM via Edx
Certificate

SRE Fundamentals and Security

5 Weeks
Intermediate
Free
Introduction to TCP IP

Offered by

Yonsei University, Seoul via Coursera
Certificate

Introduction to TCP/IP

The Introduction to TCP/IP certification course is designed to equip you with the fundamentals of internet technology. The training course is set to cover the operational functions of Internet technologies such as IPv4, IPv6, routing, TCP, domain names, and much more. You will successfully gain the essential skills and techniques of communications protocol, IP address, Network Protocols, and Wireshark. 

The Introduction to TCP/IP online course further covers the basic principles of our PC/Laptop’s gateway and security setup. You will receive a comprehensive overview of the cybersecurity framework and cyber-attacks that form an essential part of the internet eco-system today.

Moreover, Yonsei provides the Introduction to TCP/IP course in association with Coursera. It comprises industrial professionals and experts as faculty members to strengthen your foundation in the diverse network and communication protocols of the TCP/IP framework.

Besides, since the training is self-paced, candidates can learn comfortably at their convenience. The Introduction of TCP/IP certification course is sure to equip you with the skills needed to apply the learnings in the real world.

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5 Weeks
Beginner
Free
Skills Covered:
Networking Knowledge of Cyber Security
Certificate

Information Security Context and Introduction

The Information Security: Context and Introduction online course by Coursera is tailored to help you develop an introductory knowledge of various topics about information security. You will learn to appreciate the real scope and nuances attached to the subject. The course also covers an information security model, career opportunities in the field, and other skills that must be acquired to become an information security expert. 

The Information Security: Context and Introduction programme also takes you through an array of information security related topics like computer cryptography, information security management, and other computer security measures. It is designed to help you acknowledge the depth of the subject and why information security is essential in today’s world.

In addition to high-quality video lectures, the Online Information Security: Context and Introduction Course has a lot of reading material. Besides, you can benefit from the plentiful practice tests and graded assignments as well. Upon successful course completion, you are eligible for a course completion certificate that you can display on your Coursera accomplishment page. You can attach it directly to your LinkedIn profile, or print it.

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cyber Security
Network Security Introduction to Network Security

Offered by

NYU via Edx
Certificate

Network Security Introduction to Network Security

5 Weeks
Intermediate
Free
Network Security Protocols

Offered by

NYU via Edx
Certificate

Network Security Protocols

5 Weeks
Intermediate
Free
Advanced Database Administration

Offered by

NYU via Edx
Certificate

Advanced Database Administration

5 Weeks
Intermediate
Free
Introduction to Haptics

Offered by

Certificate

Introduction to Haptics

Haptic devices are mechanical devices that let the users feel, touch, and control objects in remote or virtual environments. The Introduction to Haptics certification course aims to teach you about haptic technology in detail. You will develop a sense of awareness about the abilities and weaknesses of the human touch, along with learning how to build these mechatronic devices.

Through the learnings of the Introduction to Haptics online programme, you will acquire pragmatic cross-disciplinary engineering skills connected to mechanical engineering, bioengineering, robotics, computer science, and electrical engineering. This course developed by Stanford Online will help you comprehend the linkage between equations that explain physical interplay and how they feel.

The Introduction to Haptics training also offers online quizzes to test your understanding of the concepts. You also have the option to participate in laboratory assignments by using/building a ‘Hapkit.’ This practical approach will give you hands-on experience in testing haptic projects, making circuits, and putting mechanical systems together. 

Edx offers 2 varied tracks which can be used to opt into the course and then they shall be given access either for a limited period of time or the access offered may be unlimited. In the case where the students want unlimited access, they will have to choose the verified track and where they want limited access for free they will have to select the audit track.

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5 Weeks
Beginner
Skills Covered:
Robotic skills Knowledge of engineering
IoT Networks and Protocols

Offered by

Certificate

IoT Networks and Protocols

The IoT Networks and Protocols training is designed by Curtin University in collaboration with edX to provide knowledge about IoT. This is a short-term accreditation that will go on for five weeks. It is developed for individuals starting in the field. 

With a primary focus on how IoT works, this course will equip you with how IoT networks operate in conjunction with the 'things'. The IoT Networks and Protocols certification syllabus will cover core topics such as connection types, layer models, IoT standards, and protocols. 

The IoT Networks and Protocols certification course by edX comes under the purview of computer science. You can enrol in this course for free, but you will only get a certification if you are willing to pay a small amount. You can access the pre-recorded video lectures at convenience. 

And the best part? You will have access to its video transcripts for self-directed learning. This will enable you to learn the curriculum efficiently. 

Additionally, you will be taught by three well-qualified mentors working at Curtin University. They are highly experienced in their respective fields to provide you with a holistic learning experience. 

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5 Weeks
Beginner
Skills Covered:
Knowledge of computer networking
Architecting Smart Internet of Things Devices

Offered by

Certificate

Architecting Smart Internet of Things Devices

Various software and hardware components are available currently. These pre-made products primarily help in reducing the time to market. The Architecting Smart IoT Devices by Coursera will familiarise you with these available components, such as operating systems, processor families, networks, and boards. It is an intermediate-level course that will teach you about integrating and using these components in real-time. 

The Architecting Smart IoT Devices certification syllabus will cover essential topics, such as IoT (internet of things) components, device drivers, synchronisation, device simulations, software development tools, real-time scheduling, architecting IoT devices, etc. 

Once you’re done with the course learnings, you will acquire knowledge of IoT, RTOS (real-time operating system), and debugging skills, along with the required knowledge to start implementing and architecting your embedded device. You will be able to finetune and debug your device and know how to make it operate on low power supplies.

Moreover, EIT Digital offers the Architecting Smart IoT Devices programme. It is a 100% online course with flexible deadlines, multiple subtitles, industry-expert instructors, and a valuable certification to bolster your CV. Learning through a comfortable schedule, you can adequately finish this curriculum in 33 hours. 

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5 Weeks
Intermediate
Skills Covered:
Software development skills

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