11 Courses and Certifications

Edx Big Data Analytics Courses & Certifications

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Big Data Analytics using Spark

Offered by

Certificate

Big Data Analytics Using Spark

Big Data Analytics Using Spark course will be helping the students in analyzing the big data sets using the mechanisms of MapReduce, Jupyter notebooks and spark technologies. The ten week Big Data Analytics Using Spark course is the fourth in a series of the “Micro Master” programme by edX. Students will be learning about the difficulties that arise in the parallel computation system. Students will be taught both unsupervised and supervised methods of performing machine learning functions on data sets in the Big Data Analytics Using Spark programme. 

The candidates will also be learning about the machine learning library (MLLiB) mechanism in detail and in a comprehensive manner. Big Data Analytics Using Spark by edX will be conducted by experts of computer science. During the course, students will be provided with assignments and video lectures for comprehensive learning. The students will gain and build experience in the machine learning environment using the various tools available. The Big Data Analytics Using Spark certification will be guiding the candidates advanced level. 

There are 2 tracks namely the audit and the verified track which are self-paced. The candidates may choose any of these tracks and can be enrolled. The main differences between these 2 tracks are access to the course materials and certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

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10 Weeks
Expert
Free
Skills Covered:
Knowledge of Big Data
Certificate

Big Data Analytics

Big Data Analytics is an online programme available on edX that falls under the subject of Computer Science. The programme is designed and administered by AdelaideX, which is the massive open online course (MOOC) platform of the University of Adelaide providing free online courses to students worldwide. 

The Big Data Analytics Certification is designed to train the participants on major tools and techniques to come up with important business information and make business decisions by storing, processing, and analysing large-scale data such as R and Apache Spark. By joining the Big Data Analytics Certification by AdelaideX offered by edX, the participants will develop the potential to creatively approach the major issues and challenges of data science. 

The Big Data Analytics Certification Syllabus will help the students build a detailed understanding of big data analytics, cloud-based big data analysis, predictive analytics, etc, and sharpen their programming and mathematical skills. There are two modes to take the self-paced programme; verified and audit-free modes. In the free mode, the learners will get only limited duration and in the verified track, they can get unlimited access and a certificate of completion. 

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10 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill Programming skills Knowledge of Big Data
Certificate

Computational Thinking and Big Data

10 Weeks
Beginner
Free
Certificate

Big Data Fundamentals

10 Weeks
Intermediate
Free
Demystifying Biomedical Big Data A User's Guide

Offered by

Certificate

Demystifying Biomedical Big Data: A User’s Guide

The large quantum of data that is being generated from laboratories and clinics has the potential to unearth trends and inferences which can transform our efficiency in providing patient care. This management of data is a mighty task for most of the community.

The Demystifying Biomedical Big Data: A User’s Guide online course aims at the rudimentary understanding of the data being generated, its analysis, and subsequent interpretation for those professionals who are involved in the bioinformatics field. You will find most of the catchphrases being demystified over the course of this engagement.

The US National Institutes of Health is gracious enough to fund the operations of the Demystifying Biomedical Big Data: A User’s Guide program, and to deploy competent resources that make this program understandable by the participants by putting in 3 to 6 hours per week. It’s a self-paced program and can be taken while keeping one’s job.

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8 Weeks
Intermediate
Free
Skills Covered:
Knowledge of biomedical sciences
Certificate

Knowledge Management and Big Data in Business

The Knowledge Management and Big Data in Business program presented by the platform of Edx provides learning freedom to all candidates interested in business and management. The course is an 8-week learning program. Students should invest 6-8 hours weekly to complete this management and big data business certificate programme. The Hong Kong Polytechnic University has designed the Knowledge Management and Big Data in Business training in collaboration with Edx. Interested candidates willing to study in this management training program will learn about subjects such as management and business. 

The online course on big data in business and knowledge about management provides introductory-level knowledge about the concepts related to the field. There are two options to pursue the Verified Knowledge Management and Big Data in Business certification, namely, verified and audit. In the verified mode, the learners can get this certification program after paying the required fee. Aspirants can avail themselves of this program free of cost in the free audit mode. 

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8 Weeks
Beginner
Free
Skills Covered:
Knowledge of Big Data
Big Data and Education

Offered by

Penn via Edx
Certificate

Big Data and Education

There has been a surge in the use of online and software-based learning tools and their applications in the education sector in recent times. This has resulted in an increase in data generated that can be used for improving educational effectiveness. This can also help in supporting research for learning. The Big Data and Education by edX is one such initiative to make candidates learn about the methods and key analytics techniques for data mining and its uses in education.  This Big Data and Education certification will teach candidates about the various techniques and methods being used by researchers and developers in the data mining of the education domain. 

The various methods covered in the Big Data and Education certification syllabus are using and applying Python and other tools such as RapidMiner etc. The practical aspects of this like determining the trustworthiness and other application shortcomings will also be covered. The learners have two modes to join the programme; free and verified. In the verified mode, the learners need to pay the fee and will get the certificate whereas in the audit mode, the candidates can join the course free of cost and get a limited duration. 

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8 Weeks
Expert
Free
Skills Covered:
Knowledge of Big Data

Offered by

The University of Texas Medical Branch, Galveston via Edx
Certificate

Biostatistics for Big Data Applications

The Biostatistics for Big Data Applications training starts with statistical concepts and terminology, and a brief introduction to the R statistical software package, creating a foundation for learners to build on. Later on, the fundamental components of the bio statistical methodologies used in both omics and population health research are discussed.

Examples will be discussed after each topic in the Biostatistics for Big Data Applications certification syllabus. There will also be self-assessment opportunities for learners to gauge their understanding. Moreover, to improve their R programming skills, participants can undertake practice exercises and use real datasets that will be provided to them.

The Biostatistics for Big Data Applications programme is developed by the University of Texas Medical Branch (UTMB). The video lectures are delivered in English, and their transcripts are also available only in English. To complete the programme comfortably within eight weeks, learners should spend around 2-3 every week, studying.

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8 Weeks
Beginner
Free
Skills Covered:
Statistical skills R Programming
Certificate

Big Data for Reliability and Security

The Big Data for Reliability and Security program will be teaching the students the key practices and principles of big data for developing and improving the security and reliability of computing systems. The students will be learning about the big data technology that is at present changing the way of doing business and transactions. The Online Certification Course on Big Data for Reliability and Security by edX will deal with the various techniques that pertain to computer science. 

The curriculum includes- Flink, containers, spark streaming, apache-spark, Mesos, and apache.  The techniques for solving various issues that currently exist in the computing world. The students will be provided with a set of challenging projects and assignments to solve. The Big Data for Reliability and Security training covers ways to analyze the data sheets that will be taught to the students. The participating candidates will be learning to formulate strategies and techniques. The various ways of presenting data will also be taught in the Big Data for Reliability and Security certification course. 

Two different tracks for enrolling and learning the course are available on edX which may be opted for by the students. Both the tracks are self-paced but some major differences may considered before rolling. During the verified track, the candidates will have to submit some fee to start accessing the course for an unlimited period. In the same way, if someone chooses the audit track, they will be able to learn the programme without any cost.

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6 Weeks
Intermediate
Free
Skills Covered:
Motivation Knowledge of Big Data
Certificate

Big Data Capstone Project

6 Weeks
Expert
Free

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