Enterprise Big Data Analyst

RM3,105.00RM6,705.00

The Enterprise Big Data Analyst qualification is a practitioner course for all professionals that aim to an in-depth understanding of Big Data analysis techniques and models, core data analysis processes steps, and best practices to retrieve value from data.

Delivery format: Classroom, Virtual-Led & E-learning
Certification: Enterprise Big Data Analyst (APMG International)

Enterprise Big Data Analyst

The Enterprise Big Data Analyst (EBDA®) course discusses advanced techniques for analyzing Big Data. In this course, you will learn how to obtain value from data through statistical and machine-learning techniques and how this analysis should be presented in a reproducible manner.

The demand for qualified Big Data Analysts has been exploding in recent years. The skills required to perform structured data analysis are the cornerstone of the Big Data Analyst’s profession. This course provides a solid theoretical basis for everyone who aims to learn advanced data analysis techniques.

The Enterprise Big Data Analyst course discusses advanced data analysis techniques in the context of Big Data. Working in a structured and reproducible manner, this course provides an overview of the most common algorithms for exploratory data analysis, statistical inference, predictive modeling, and machine learning techniques (classification and clustering). Course participants will learn the underlying theory of the different algorithms and how each algorithm can be applied in practice in the Python programming language.

The Enterprise Big Data Analyst course is the second level of the Big Data Framework course curriculum and certification program globally accredited by APMG-International. The curriculum provides a vendor-neutral and objective understanding of Big Data architectures, technologies, and processes.

The Enterprise Big Data Analyst qualification is a practitioner course for all data professionals that aims to provide an in-depth understanding of Big Data analysis techniques and models, core data analysis process steps, and best practices to retrieve value from data.

The course will provide an overview of statistical and machine learning models, which are illustrated in the Python programming language. This certification will not test programming skills. The emphasis is on the correct application of the theoretical models. However, participants are required to understand the output of programming languages to draw conclusions from the analysis results.

This course allows learners to complete the Enterprise Big Data Analyst certification exam successfully.

 

Enterprise Big Data Analyst® is a registered trademark of Big Data Framework B.V. All rights reserved.

Registration

Cybiant offers the following learning options for this course:

E-Learning – 3 months access
The e-learning option provides students with access to an e-learning environment with pre-recorded lectures, exercises and quizzes. You can complete the course in your own time, at your own pace. This option provides access for 3 months, and includes the official exam.

Virtual Training – 2×2 hours per day
The virtual training option is an online class taught by a live Cybiant instructor. You will receive a meeting invitation to participate in the live lectures. Our virtual training courses are organized in 2 x 2-hour sessions per day to accommodate some other work. Official examinations are included in the pricing.

Classroom Training – full day
The classroom training option will be conducted by a Cybiant instructor in a 5-star hotel. You will participate in a live training and meet other participants. Breaks, lunch and exam voucher are included in the pricing.

You can register for the course by selecting the option of your choice below:

ImageNameFormatDatesPriceBuy
Enterprise Big Data AnalystE-learning3 months accessRM3,105.00
Enterprise Big Data AnalystVirtual4 - 8 December 2023RM6,705.00
Enterprise Big Data AnalystVirtual22-26 January 2024RM6,705.00
Enterprise Big Data AnalystVirtual22-26 April 2024RM6,705.00
Enterprise Big Data AnalystVirtual29 July - 2 August 2024RM6,705.00
Enterprise Big Data AnalystVirtual25-29 November 2024RM6,705.00

Learning Objectives

The Enterprise Big Data Analyst (EBDA®) qualification shows that candidates possess the skill to analyze Big Data and are able to understand key data analysis concepts and techniques. Moreover, an Enterprise Big Data Analyst is able to interpret data and draw conclusions correctly. The Enterprise Big Data Analyst qualification builds upon the first level of the Big Data Framework qualification scheme (EBDP), in which fundamental knowledge and elementary concepts related to Big Data were covered. The Enterprise Big Data Professional certificate is therefore a pre-requisite to this certification.

A certified Enterprise Big Data Analyst has proficiency in key models and concepts that are required to analyze data on a day-to-day basis. (S)He understands the theoretical difference between different statistical and machine learning approaches and is able to explain the difference between models and select and apply the appropriate model when confronted with a particular business problem.

Certified candidates should be able to deduce value out of Big Data sets but may not be sufficiently skilled to do this autonomously for all types of problems. Their Big Data experience, the complexity of the problem, and the support provided in their work environment would all be factors that impact what the certified candidate can achieve.

Specifically, (s)he should be able to demonstrate this understanding by being able to:

  • Understand and explain the data analysis process, including all relevant steps included in enterprise big data analysis.
  • Understand the difference and structure of common data sources (local, online, and database connections) and the way these sources should be imported in order to perform data analysis.
  • Apply and utilize fundamental data cleaning operations and the differences between different data cleaning techniques.
  • Apply and utilize fundamental data wrangling operations and the differences between different data wrangling techniques.
  • Understand and apply exploratory data analysis techniques that are required for model building, model validation, and initial visualizations.
  • Understand and apply the core concepts of statistical inference, including techniques required for hypothesis testing.
  • Formulate and interpret predictive models based on statistical correlation and regression functions, including simple linear regression.
  • Formulate and interpret machine learning models for classification, including K-Nearest Neighbour, Naïve Bayes, Logistic Regression, and Classification Trees.
  • Formulate and interpret machine learning models for clustering, including the Hierarchical clustering and K-means clustering techniques.
  • Formulate and interpret outlier detection models, including Grubbs Outlier detection and K-NN Outlier Detection.
  • Understand and apply the core data presentation techniques including codebooks and visualizations to present the findings of their analysis.

Target Audience

This qualification is aimed at individuals who are involved in enterprise Big Data analysis, who require a working knowledge of the principles behind Big Data analysis techniques, and who need to know the different statistical and machine learning techniques to make the right decisions. The target audience of the Enterprise Big Data Analyst qualification, therefore, includes the following roles:

  • Data Analysts
  • Business Analysts
  • Business Data Analysts
  • Systems Analysts
  • Data Management Analysts
  • Business Analytics Consultants
  • Data Scientists
  • Data Modellers

Exam & Prerequisite

The Enterprise Big Data Analyst certification has the following structure:

  • Objective testing based on a case study scenario
  • 4 questions of 20 marks each
  • 53 marks required to pass (out of 80 available) – 65%
  • 2.5 hours duration
  • Restricted open book – The EBDA Guide may be used in the exam

The prerequisite for taking the Enterprise Big Data Analyst examination is passing the Enterprise Big Data Professional certificate.

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Includes Examination

Unless otherwise specified, all courses include official examination

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