Foundations of mining non-structured medical data by European Institute of Innovation and Technology via Coursera: Fee, Duration, How to Apply

Quick Facts

particular	details
Medium of instructions English	Mode of learning Self study	Mode of Delivery Video and Text Based	Learning efforts 2 Hours Per Week

Course overview

The main aim of the Foundations of mining non-structured medical data certification course is to offer education regarding the structure of big data that is generated in the health sector. The course provides information that can help the participants of the relevant field to extract important data from the big data that can be later used in different departments of the health domain.

The course is an online programme that can be pursued for free for those who cannot afford the course fee every month. Those who can afford the fee can take the subscription of the course. The Foundations of mining non-structured medical data certification syllabus needs only 6 hours of time to complete it entirely.

This beginner-level course offers self-paced learning through which students can choose their own timings and do not have to follow any specific guidelines for the video sessions, admission, or attendance percentage. Those participants who take up the subscription of the course will have access to the graded assignments and quizzes. Participants will also be able to attain a Foundations of mining non-structured medical data online course of the programme.

Course and certificate fees

Type of course

Free

The audit mode of the course allows the student to pursue the course for free.
The Foundations of mining non-structured medical data fees of Rs. 2,435 can be paid in order to achieve the certification of the programme.

Foundations of mining non-structured medical data fees details

Heads	Amount in Rupees
Course fee	Rs. 2,435

certificate availability

Yes

certificate providing authority

Coursera

certificate fees

₹2,435

Eligibility criteria

Certification Qualifying Details

Students can qualify for the certification only when they go for a subscription to the course.

What you will learn

Knowledge of data mining Knowledge of nlp modelling

The applicants of the Foundations of mining non-structured medical data certification will learn the following points-

Students will learn about the fundamentals of big data in the health domain.
Candidates will learn about the importance of medical context within the European context in the programme.
Participants will come to know about the challenges faced in the mining of unstructured data in the medical domain in the Foundations of mining non-structured medical data programme.
Students will learn about the opportunities available from an analytical perspective.
Candidates will gain information on NLP pipelines and tasks.
Students will come to know how to structure image information in the Foundations of mining non-structured medical data training.
Participants will gain an understanding of data mining problems and techniques.

The syllabus

Module 1: Introduction

Videos

Introduction
Big Data (I)
Big Data (II)
Importance of medical domain in the European cost context
Big Data in medical domain: opportunities and challenges
Data generated in the health domain

Practice Exercise

Introduction: evaluation test

Module 2: Challenges in unstructured data in health domain

Videos

Challenges and problems in biomedical texts
Challenges and problems in medical images

Practice Exercise

Challenges in unstructured data in health: an evaluation test

Module 3: NLP in medical domain

Videos

Introduction to NLP pipeline and tasks
Tools and frameworks: general purpose
Tools and frameworks: medical domain
Vocabularies and ontologies (I)
Vocabularies and ontologies (II)
EHR analysis: structure, content and challenges

Practice Exercise

NLP in medical domain: evaluation test

Module 4: Medical image analysis

Videos

Introduction of digital image basic concepts applied to the medical image (I)
Introduction of digital image basic concepts applied to the medical image (II)
Structuring image information
Case of use: Digital pathology. An example for breast cancer histological images

Practice Exercise

Medical image analysis: an evaluation test

Module 5: Data analysis of structured information

Videos

Data mining problems and techniques
Data mining basics (I)
Data mining basics (II)
Classification (I)
Classification (II)
Clustering
Association
Validation

Practice Exercise

Data analysis: evaluation test

Admission details

The Foundations of mining non-structured medical data programme can be accessed by following the given steps-

Step 1- Participants can visit the link- Foundations of mining non-structured medical data | Coursera and register themselves through the same.

Step 2- Participants need to sign up on the platform Coursera.

Step 3- Then, students need to enrol on the course by clicking on the enol option.

Step 4- Students need to provide their required details.

Step 5- Students can access the course by clicking on the Go to course option.

Scholarship Details

Financial aid can be obtained by the students in case of requirement.

How it helps

The course imparts education related to the sector of medicine. The topics that the Foundations of mining non-structured medical data online course covers are the structure of big data, how the important data can be extracted from big data, how that data can be used for the later purpose by different departments, etc. The certification that can be achieved by the end of the programme has great value in the market. The market value of the certification can increase the profile weightage of the candidate. It will help them gain professional and personal or academic gains.

The Foundations of mining non-structured medical data certification benefits those participants who want to apply for a higher level of the programme in the same discipline since it is a beginner level of the online course. The certification helps the students in getting a job or internship opportunity by allowing them to share the certificate on platforms such as LinkedIn.

Students can mention the achievement of the certificate and the skills gained through the certification on their CVs or resume in order to increase their chances of getting the job. Participants who belong to the medical field can apply for the Foundations of mining non-structured medical data by Coursera and gain information and apply the same in their job profile. The certification can also help the candidates gain a promotion or increment through the skills gained from this course.

Instructors

Mr Alejandro Rodriguez Gonzalez
Professor
EIT Digital

Ms Ernestina Menasalvas
Professor
EIT Digital

Ph.D

Ms Consuelo Gonzalo-Martin
Professor
EIT Digital

Other Bachelors, Ph.D

FAQs

What is covered in the Foundations of mining non-structured medical data training?

This online programme revolves around the topics of the structure of big data and data mining in the discipline of medicine.

What does the self-paced course mean?

In the self-paced course, students get to choose their study timings without any restrictions.

What do I get if I purchase the subscription?

Participants who purchase the subscription get to have access to the graded quizzes and assignments, and thus certification.

Where is the financial tab on the Foundations of mining non-structured medical data certification page?

The financial aid tab is located just beside the enrol option at the top left of the page.

Where is the audit option located on the official page of the course?

Students can find the audit tab by clicking on the enrol option- both at the top and bottom of the page.

Why should I get a certificate for this course when I can learn from the audit mode for free?

The certification of the course has market value and helps the candidate in increasing his/her profile weightage, thus leading to the achievement of professional or academic goals.

What is the starting date of the course?

There are no such dates in this course. Students can start the programme as per their requirements.

Can I watch the lectures offline?

Yes, students are allowed to watch the video sessions offline by downloading them.

How much time do the Foundations of mining non-structured medical data certification syllabus take?

Students can take their own time at their convenience. However, as per the course, the estimated time that should be taken by the candidates must be around 6 hours.