1661 Courses and Certifications

Coursera Courses & Certifications 2024

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Web Design Wireframes to Prototypes

Offered by

Certificate

Web Design Wireframes to Prototypes

The Web Design: Wireframes to Prototypes certification course by Coursera is the continuation of the Web Design: Strategy and Information Architecture course and is the final course in the UI/UX Design Specialization offered by Coursera. In this programme, you will gain knowledge about creating wireframes, high-fidelity mockups, as well as clickable prototypes. 

Created in collaboration with the California Institute of Arts, the Coursera Web Design: Wireframes to Prototypes online course brings to you a design-centric approach for user experience (UX) design and user interface (UI). It offers skill-based, practical instructions and a visual communications perspective, rather than being focused on programming or marketing alone. 

Furthermore, the Coursera Web Design: Wireframes to Prototypes training is a self-paced learning course, built for the convenience of students, that allows them to learn at their own speed and from the comfort of their own space. The students can also earn a shareable certificate after completing the course successfully.

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5 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of Web Analytics
Understanding User Needs

Offered by

Certificate

Understanding User Needs

The Understanding User Needs certification course focuses on techniques essential to interact with existing or potential users, and retrieve information about – what is it they do currently, love, hate, need, and more. 

The objective of the certification course is to examine and understand human behaviour and capabilities, as they relate to UX design. That is a crucial part of the process because to design effective interactive systems; you need to gauge the capabilities of the people who will be using these systems.

The Understanding User Needs training course is part of the User Experience Research and Design specialization programme being  offered by the University of Michigan. It is the second of six courses in this series. Learners can complete the this online course in approximately ten hours, after which they can buy the course completion certificate and attach it to their CV/Resume. 

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5 Weeks
Beginner
4,115
Skills Covered:
Designing skills

Offered by

Certificate

Create High-Fidelity Designs and Prototypes in Figma

The Create High-Fidelity Designs and Prototypes in Figma certification course on Coursera comprises a valuable curriculum if you’re looking to apply for entry-level UX (user experience) design jobs. This 100% online course is the fifth part of the Google UX Design training offered by Google. 

Here, you will receive step-by-step tutorials to understand and create high-fidelity mockups or designs in Figma, a widely-used design tool. This is a beginner-level course that takes approximately 28 hours to finish.

Progressing across the Create High-Fidelity Designs and Prototypes certification syllabus, you will turn your designs into interactive prototypes that work like a completed product. You will also conduct extensive research to gather feedback on your designs and improve accordingly. Finally, you will get the essential skills to share designs with development teams and showcase your work via a professional UX CV. 

Moreover, Google’s present UX researchers and designers will teach you the Create High-Fidelity Designs and Prototypes online course. They will use various learning tools, along with hands-on activities to help you simulate real-time UX design circumstances. You can also pay for and earn the completion certificate. 

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5 Weeks
Beginner
1,175
Skills Covered:
Designing skills
Certificate

An Introduction to Accessibility and Inclusive Design

An Introduction to Accessibility and Inclusive Design certification course is provided by the online educational platform Coursera and is developed by the University of Illinois at Urbana-Champaign. This is a five weeks programme consisting of course materials amounting to fourteen hours. The online training is guided by the course educators, Marc Thompson(Assistant Director of Teaching and Learning Experiences), Lori Lane(IT Accessibility Specialist in Universal design) and Tania Heap(Director of Learning Research and Accessibility).

An Introduction to Accessibility and Inclusive Design training is a study about support and operations that focuses on the kinds of disabilities and the adaptive techniques and design technologies that ensures accessibility along with universal design strategies. In this course, the practical learning experience of the concepts is aided by the testimonials from experts which will provide the candidates with a clear understanding of the topics discussed in relation to disability, universal design and learning, accessibility and accommodation. 

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of healthcare sciences Designing skills MS Office skills Knowledge of Digital Tools Web application development skills Software development skills Pedagogy skills Teaching skills Knowledge of IT industry
Certificate

Introduction to Blockchain Technologies

The Introduction to Blockchain Technologies programme by Coursera will familiarise you with the essential skills and principles of Blockchain technology. Coursera offers the certification course in association with the world’s leading business school – INSEAD. 

The Introduction to Blockchain Technologies course primarily covers the fundamentals of Blockchain technology and strengthens your understanding, as well as the knowledge, of why the technology has become so revolutionary. Furthermore, the course commences with understanding the limitations of the use of the internet in business and other economic activity. 

The Introduction to Blockchain Technologies online course further enhances the essential concepts of Blockchain such as mining, public-key cryptography, proof-of-work, hashing, and double-spend problems. The online course also covers the common challenges faced during the development of Blockchain and the seven fundamental design principles of the technology. 

Besides, a certification in Blockchain also provides a unique opportunity to meet the key players who work in the Blockchain environment. Therefore, the Introduction to Blockchain Technologies course will not only equip you with skills to thoroughly understand the concept of Blockchain but also, to teach others about the technology with ease. 

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5 Weeks
Beginner
6,634
Skills Covered:
Knowledge of Blockchain
Certificate

Introduction to Blockchain for Financial Services

The online course, Introduction to Blockchain for Financial Services by Coursera, is an introductory primer for blockchain technology. It is the first course of the four-part Blockchain Revolution in Financial Services Specialisation programme, offered by INSEAD, which is the world’s leading business school. This course aims to explain the various Internet limitations and how blockchain can act as a revolutionary medium to change the way we network and transact. 

The Introduction to Blockchain for Financial Services online course will introduce learners to key concepts like the Internet’s drawbacks when used for business, how Blockchain can overcome these, Blockchain’s design principles, and its ecosystem. Further, students will learn about how Blockchain uses code to establish trust.

The Introduction to Blockchain for Financial Services programme is offered by Coursera and presents students with the opportunity to gain knowledge, firsthand from industry experts. The syllabus consists of five modules, one for each week. Students will get access to pre-recorded video lectures, numerous practice assignments, and readings, that will help them learn at their own pace. Upon satisfactory completion, they will also earn a shareable e-certificate to showcase their learned skills. 

...Read More
5 Weeks
Beginner
6,634
Skills Covered:
Knowledge of Blockchain
Blockchain Foundations and Use Cases

Offered by

Certificate

Blockchain: Foundations and Use Cases

This training course Blockchain: Foundations and Use Cases offered by ConsenSys Academy is the ultimate prologue of blockchain, a startup apparatus, for all types of the audience; be them developers, or non-developers. Apart from technology, this course is also going to throw light on the philosophies and doctrines behind decentralization, and the reasons behind the buzz created by it.

Throughout the initial three modules, the learners will have an introduction to blockchain, as well as the technology used behind it. The level of learning will be raised in the fourth module, as the learners will move past bitcoin, and dig deeper and learn about the blockchain of next generation, Ethereum. This will act as an introduction to modern blockchains and their capabilities, to the candidates.

The use cases appearing in the last module are real-time manifestations, which are taken from the businesses in the startup portfolio of ConsenSys’. We feel that we are perfectly positioned and suited to introduce you, to provide you with relevant as well as helpful backstage views at the companies and people employed in this domain to aid you in having a proper and superior understanding of the commerce side of blockchains.

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Blockchain

Offered by

Certificate

Developing AI Applications on Azure

The Developing AI Applications on Azure certification by Coursera will equip users to create and work on an Azure Machine Learning Workspace, all to create their models and test run them on the cloud. 

The learners delve into algorithms, types of machine learning. They’ll learn the practical applications of Python for machine learning solutions, as well as certain scientific ecosystem packages which will help you implement machine learning. Along with standardized approaches to data analytic, they’ll learn Microsoft's Team Data Science Approach. 

Another perk of the Developing AI Applications on Azure certification course is that the learners will familiarize themselves with pre-trained and managed machine learning which is offered as REST API's in their suite of cognitive services. Other concepts include facial recognition API, sentiment analysis with the natural language service, implementation of solutions via the computer vision API.   

Created by Learnquest and available on Coursera, the Developing AI Applications on Azure certification course will take the learners through Artificial Intelligence, Machine learning, Data Analytics, Python programming, etc. Hands-on exercises will polish the AI skills of candidates and also equip them to deploy their machine learning models.

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5 Weeks
Expert
Free
Skills Covered:
Knowledge of Python Data science knowledge Knowledge of cloud computing
Building AI Applications with Watson APIs

Offered by

Certificate

Building AI Applications with Watson APIs

The Building AI Applications with Watson APIs programme certification by Coursera will equip the learner with the skills to create applications that can leverage multiple Watson AI services (Discovery, Assistant, Speech to Text, and Text to Speech). They’ll become proficient in incorporating Watson services as well as in building interactive data retrieval systems with Discovery + Assistant.

The Building AI Applications with Watson APIs certification course which is developed by IBM and offered in the Coursera platform, gives the candidates exposure towards learning varied skills namely, Chatbot, Watson AI, Machine Learning, Python Programming and Artificial Intelligence. The programme is imparted through different ways namely videos, assignments, quizzes, recorded content and exercises. 

The Building AI Applications with Watson APIs certification by Coursera enables candidates to learn the best practices prevailing in the industry for combining Watson services via Watson Assistant and Watson Discovery. 

...Read More
5 Weeks
Intermediate
3,202
Skills Covered:
Computer skills
Certificate

Storytelling in Branding and Content Marketing

The Brand & Content Marketing online programme is developed by the IE Business School which is provided to the learners through the education provider website Coursera. The course is designed to be completed within fifteen hours and is scheduled for five weeks. Pedro Cifuentes Huertas is a professor of Branded Content and journalism in the IE School of Human Sciences and Technology. This Beginner Level course is one among the Branding: The Creative Journey Specialization. 

It describes the branding concepts and helps in understanding its distinction from traditional advertising concepts while explaining the process of building meaningful content. The Brand & Content Marketing programme assesses the construction of effective journalism along with ideas and techniques to make the content more relatable that establishes a connection among the viewers. The online programme provides a chance for the learners to know about the marketing strategies and concepts of Brand Entertainment through innovative and informative lectures, videos, and exercises.

...Read More
5 Weeks
Beginner
3,275
Skills Covered:
Brand awareness Marketing skills Brand Management Advertising skills Digital marketing skills Content Management skills Communication skills Storytelling
The Strategy of Content Marketing

Offered by

Certificate

The Strategy of Content Marketing

Content is the king, this phrase is very appropriate in the scenario of today’s world. The Internet has become a source of everything, the accessibility of everything is there at our fingertips. The Internet is flooded with websites giving essential information to users. But what distinguishes a website from a reliable website is its content. The Strategy of Content Marketing course is the initiative by the UC Davis, University of California, and a leading content marketing authority, Copy blogger. This is specially designed for learners who are keen to learn about content marketing. 

The Strategy of Content Marketing training lays emphasis on content marketing and makes an efficient strategy for content development. Students will be trained online by the experts and the curriculum ensures comprehensive development of the students. This is a 5-week online course available on the platform of Coursera, the classes for the same can be completed in approximately 20 hours. The course shall focus on the complete learning process through assignments, quizzes, reading material, and videos. The candidate will also receive The Strategy of Content Marketing certification from the University of California, Copy Blogger, and Coursera. 

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  • Express Bootcamp for Content Marketing
  • Search Engine and Content Marketing
...Read More
5 Weeks
Intermediate
Skills Covered:
Digital marketing skills Content Management skills
Certificate

Modern Robotics, Course 1 Foundations of Robot Motion

In the present age of technology, where the world is moving at a very fast pace, the advances in technology with the help of robotics seem to have never-ending horizons if taken up as a career. The course is for people who are inquisitive about robots and are willing to take-up robotics as a career. It is for someone who is intending to put efforts in order to learn the basics of mathematical modelling techniques that are applied in all subsidiary fields of robotics.

The course Modern Robotics, Course1: Foundations of Robot Motion is a part of specialisation- Modern Robotics: Mechanics, planning, and control that consist of six short courses that prepare the student for taking up advanced study in robotics or pursue robotics as a profession.

In the course 1-Foundation of Robot motion, the participant will learn about the basic material required for the robot configuration in robots with closed chains and in robots with serial mechanisms.

The participant will be building a library having a collection of robotics software in various languages like MATLAB, Python, and Mathematica, etc. They will also be making the use of robotic simulator V-REP on the cross-platform, which will assist them to create DIY (Do it yourself) robots at their home with no cost or investment involved.

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5 Weeks
Intermediate
4,115
Skills Covered:
Robotic skills

Offered by

Leiden University, Leiden via Coursera
Certificate

Osteoarchaeology: The Truth in Our Bones

Human osteoarchaeology is the research of human skeletons discovered from archaeological monuments. It can teach us about people's health, culture, food, mortality, and physicality in history. It may also bring light to genetic relationships and human mobility. The Osteoarchaeology: The Truth in Our Bones certification course was created by Leiden University and is taught by Andrea Waters-Rist - Assistant Professor through Coursera.

Osteoarchaeology: The Truth in Our Bones online course contains 27 hours of detailed study resources that assist students in developing skills for analyzing human skeletons and using their knowledge to rebuild the lives of individuals who have previously lived. Osteoarchaeology: The Truth in Our Bones online training discusses topics like paleopathology, paleodiet, death estimation, sex estimation, and subadult age estimation and provides an understanding of all the aspects of the skeleton that can provide information about different facets of life including diseases, injuries, activities, migration and more.

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of science
Certificate

Cloud Computing Concepts, Part 1

Cloud Computing Concept is one of the major courses in the Cloud Computing Specialization. It is a one stop destination for someone who needs to learn about the whole Cloud Computing System. Offered by Illinois, this programme is ideally for those candidates who possess knowledge and experience of C++ language programming. This Cloud Computing Concepts, Part 1 training course is highly organised into weekly lectures to ease the syllabus and help learners to learn easily through practical assignments and different reading classes. Learners also learn various skills such as Distributed algorithms, C++ Advanced, Cloud Computing and Distributed Computing. 

With proper description of the topics, the Cloud Computing Concepts, Part 1 certification course also provides basic knowledge of Cloud Computing Concepts. It’s very convenient for learners to start their career in Cloud Computing from scratch. This course also gives an overview and home assignments in every week’s classes for learners to understand better. The programme gives an e-certificate to the candidates on the completion of the programme which can be further shared via different platforms namely, LinkedIn and others. 

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5 Weeks
Beginner
4,115
Skills Covered:
C++ Knowledge of Algorithms Knowledge of cloud computing

Offered by

Certificate

Elastic Google cloud infrastructure: scaling and automation

The Elastic Google cloud infrastructure: Scaling and automation course by Coursera has been designed for computer enthusiasts who wish to know more about the comprehensive infrastructure of Google Cloud, along with its many platform services. The course is meant for those who are familiar with the fundamentals of Cloud and wish to learn further. 

The Coursera Elastic Google cloud infrastructure course explores and uses solution elements, that also include load balancing, securely interconnecting networks, infrastructure automation, auto-scaling and managed services. It dives deep into these processes to give a holistic experience about Google cloud and its various elements. 

Furthermore, the Coursera Elastic Google cloud infrastructure: Scaling and automation programme is an online, self-paced learning course allowing students to set convenient deadlines and learn at their speed. You will be learning through a combination of video lectures, demos, and hands-on lab experience to become skilled in the services and performance of Google Cloud.

...Read More
5 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of cloud computing

Offered by

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.

...Read More
5 Weeks
Beginner
3,275
Skills Covered:
Knowledge of cloud computing
Certificate

Cloud Computing Foundations

Cloud Computing Foundations certification is a 34 hours approximate course that belongs to the  Building Cloud Computing Solutions at Scale Specialization course. This has been launched by Coursera and the academic portion has been taken care of by Duke University. With this online certification course, participants will be able to construct an infrastructure of cloud computing that shall include a serverless technology of websites that will involve serverless technology. 

Cloud Computing Foundations training is basically for both beginners and other students who want to learn how they can apply cloud computing to machine learning, data science, and data engineering. With this training course, candidates will also have the leverage of learning how techniques of agile software development can be applied to different projects that will be helpful in developing global-scale cloud infrastructures, and portfolio projects. Along with the above, the course will also provide one agreeable certificate of completion that can be a step towards career growth.

...Read More
5 Weeks
Beginner
3,275
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. 

...Read More
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. 

...Read More
5 Weeks
Intermediate
4,115
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. 

...Read More
5 Weeks
Intermediate
4,091
Skills Covered:
Machine learning Data science knowledge

Offered by

Erasmus University, Rotterdam via Coursera
Certificate

Cybersecurity in Healthcare Programme

The Cybersecurity in Healthcare Online course will teach us about the opportunities and how digitalisation in healthcare sector services has created challenges. How the growth of medical data has become a prime target of cybercrime. The Cybersecurity in Healthcare Training will help raise awareness about the role of cybersecurity in the healthcare sector. 

The Cybersecurity in Healthcare Certification by Coursera will be held for 5 weeks and will be instructed by the associate professor of Erasmus University Rotterdam, Jason H. Pridmon and Tessa A.P. Oomen Ph.D candidate. The course provides valuable resources and information about cybersecurity and the ways to deal with issues faced in the cyber world.

...Read More
5 Weeks
Beginner
2,435
Skills Covered:
Knowledge of Cyber Security
Cyber Threats and Attack Vectors

Offered by

Certificate

Cyber Threats and Attack Vectors

The Cyber Threats and Attack Vectors online course is developed by the University of Colorado and is offered by the online course provider Coursera. The course is a part of the Cybersecurity for business specialization which the candidate can finish in approximately twelve hours. The course educator for the Cyber Threats and Attack Vectors online programme is Greg Williams who is a lecturer in the department of computer science.

The Cyber Threats and Attack Vectors certification by Coursera helps the students in developing awareness of the potential threats to the security of the computer systems. It is common for hackers to get access to our data systems hence is it necessary to keep our business and data systems secure. The Cyber Threats and Attack Vectors online training which includes innovative lectures, videos, readings and quizzes which deal with the concepts of cybersecurity, network and system hacks, cloud security and data breaches will provide insights on how to stay alert and keep our systems away from threats.

...Read More
5 Weeks
Beginner
4,115
Skills Covered:
Knowledge of Cyber Security Knowledge of IT industry Knowledge of Hacking concepts Knowledge of cloud computing
Introduction to Cybersecurity for Business

Offered by

Certificate

Introduction to Cybersecurity for Business

The Introduction to Cybersecurity for Business certification course is offered under the Cybersecurity for Business Specialization by the University of Colorado in collaboration with Coursera. This course is ideal for providing knowledge about computer security, its working, and its practice in different kinds of businesses. With this knowledge, the participants can secure their business networks by securing network breaches. The online course is intended for providing a practical introduction to computer security.

The course has a duration of 5 weeks, where a student will learn about computer security, CIA triad, risk in business and how to assess them, practical application of daily security and how to assess. The Introduction to Cybersecurity online course will consist of a set of videos for every topic, over 8 quizzes. Students will be provided reading material for the topics covered in the Introduction to Cybersecurity for Business course. The course will be instructed by Greg Williams, lecturer, Department of Computer Science, the University of Colorado.

...Read More
5 Weeks
Beginner
4,115
Skills Covered:
Knowledge of Cyber Security Risk Management
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.

...Read More
5 Weeks
Intermediate
6,634
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. 

...Read More
5 Weeks
Intermediate
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. 

...Read More
5 Weeks
Intermediate
6,634
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.

...Read More
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.

...Read More
5 Weeks
Intermediate
4,115
Skills Covered:
Machine learning

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