Big Data Professional
(30 Hours)

Provides essential coverage of big data and data science concepts, as well as the benefits, challenges and risks of big data. Suitable for IT and business professionals that would like to receive a fundamental understanding of how big data works and how it can be applied in the real world.

This course prepares you for the Big Data Professional certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Big Data Science Professional
(30 Hours)

Develops skills in Big Data analytics and analysis, as well as a basic understanding of fundamental data science, covering Big Data from business and technology perspectives, including common concepts, models, benefits, challenges and adoption issues. Further explores contemporary data analysis practices, technologies and tools for Big Data environments.

This course prepares you for the Big Data Science Professional certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Big Data Scientist (50 Hours)

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Course Outlines (PDF)

Big Data Scientist (50 Hours)

Provides comprehensive coverage of contemporary Big Data analysis and analytics practices and advanced data science techniques and processes. Topics include data mining, statistics, exploratory data analysis, confirmatory data analysis, visualization and predictions, as well as modeling and model evaluation, data reduction, classification, pattern identification, time series analysis, text analytics and outlier detection.

This course prepares you for the Big Data Scientist certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Big Data Consultant (50 Hours)

Big Data Consultant (50 Hours)

Develops proficiency across a range of key Big Data topics, providing a skill-set that enables a member of a Big Data solutions team to perform in a variety of capacities. Offers comprehensive coverage of Big Data analysis and analytics, including data mining, statistical techniques, visualization and prediction, as well as Big Data engineering topics such as Hadoop, MapReduce, NoSQL, data processing and storage.

This course prepares you for the Big Data Consultant certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Data Science Consultant (50 Hours)

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Course Outlines (PDF)

Data Science Consultant (50 Hours)

Provides an easy-to-understand overview of Machine Learning and Artificial Intelligence. Explains how Machine Learning systems work behind the scenes, as well as their capabilities, limitations, common business applications and algorithm types. Further covers Artificial Intelligence and neural networks, including how they can be used to process information and a step-by-step process for assembling an AI system.

This course prepares you for the Data Science Consultant certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Machine Learning Specialist (30 Hours)

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Course Outlines (PDF)

Machine Learning Specialist (30 Hours)

Develops skills in contemporary Machine Learning practices, models and algorithms, as well as Machine Learning systems that can perform a range of data analysis processing tasks. Explains how Machine Learning works, what it can and cannot do, and explores how a range of different business problems can be solved by utilizing and combining proven Machine Learning techniques.

This course prepares you for the Machine Learning Specialist certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Big Data Engineer (50 Hours)

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Course Outlines (PDF)

Big Data Engineer (50 Hours)

Covers essential practices for designing, configuring and utilizing Big Data solutions. Explores Hadoop, MapReduce, and various Big Data engineering techniques, including storage models, NoSQL, NewSQL and processing engines. Delves into advanced topics related to dataset storage and processing, such as in-memory storage, realtime processing, bulk synchronous parallel processing and graph data processing.

This course prepares you for the Big Data Engineer certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Big Data Architect (50 Hours)

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Course Outlines (PDF)

Big Data Architect (50 Hours)

Provides comprehensive coverage of design techniques and architecture models for building and integrating Big Data solutions in enterprise environments. Includes Hadoop stack, data pipelines, technology architecture layers, components, and design patterns. Drills down into advanced design patterns, cloud-based implementations, enterprise integration, and aspects of storage, processing, and security.

This course prepares you for the Big Data Architect certification exam. The course and exam are available separately or as part of a discounted certification bundle.

Data Science Governance Specialist (50 Hours)

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Course Outlines (PDF)

Data Science Governance Specialist (50 Hours)

Builds knowledge and skills in Data Science Governance, focusing on machine learning, AI, and big data solutions. Covers governance concepts, risks, challenges, and key roles. Explores analytics pipeline governance lifecycle, detailing over 70 precepts and processes. Describes over 80 additional precepts and processes in analytics platform, machine learning, and AI pipeline governance, mapping relevant roles to each stage.

This course prepares you for the Data Science Governance Specialist certification exam. The course and exam are available separately or as part of a discounted certification bundle.