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Arquitecturas de Big Data (Coursera)

El curso de Arquitecturas de Big Data busca que identifiques las características de una solución de Big Data, los datos asociados a estas soluciones, la infraestructura requerida, y las técnicas de procesamiento escalable. Desarrollaremos ejemplos usando infraestructuras basadas en Hadoop y en Spark, teniendo presente la pertinencia de las [...]

Introduction to Big Data with Spark and Hadoop (Coursera)

Oct 3rd 2022
Introduction to Big Data with Spark and Hadoop (Coursera)
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Bernard Marr defines Big Data as the digital trace that we are generating in this digital era. In this course, you will learn about the characteristics of Big Data and its application in Big Data Analytics. You will gain an understanding about the features, benefits, limitations, and applications of [...]

Big Data Analysis Deep Dive (Coursera)

The job market for architects, engineers, and analytics professionals with Big Data expertise continues to increase. The Academy’s Big Data Career path focuses on the fundamental tools and techniques needed to pursue a career in Big Data. This course includes: data processing with python, writing and reading SQL queries, [...]

Scalable Machine Learning on Big Data using Apache Spark (Coursera)

Oct 3rd 2022
Scalable Machine Learning on Big Data using Apache Spark (Coursera)
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This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Apache [...]

Distributed Programming in Java (Coursera)

This course teaches learners (industry professionals and students) the fundamental concepts of Distributed Programming in the context of Java 8. Distributed programming enables developers to use multiple nodes in a data center to increase throughput and/or reduce latency of selected applications. By the end of this course, [...]

Data Manipulation at Scale: Systems and Algorithms (Coursera)

Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. Extracting knowledge from large, heterogeneous, and noisy datasets requires not only powerful computing resources, but the programming abstractions to use them effectively. The abstractions that emerged in the last decade [...]

Machine Learning With Big Data (Coursera)

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use [...]

Data Engineering Capstone Project (Coursera)

Sep 26th 2022
Data Engineering Capstone Project (Coursera)
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In this course you will apply a variety of data engineering skills and techniques you have learned as part of the previous courses in the IBM Data Engineering Professional Certificate. You will assume the role of a Junior Data Engineer who has recently joined the organization and be presented [...]

Data Engineering and Machine Learning using Spark (Coursera)

Sep 26th 2022
Data Engineering and Machine Learning using Spark (Coursera)
Course Auditing
Categories
Effort
Languages
Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behaviors and preferences of prospects, clients, competitors, and others. In this short course [...]