Data Processing

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Data Science on Google Cloud (Coursera)

Aug 9th 2021
Data Science on Google Cloud (Coursera)
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Activities in these self-paced labs are derived from the exercises from the book Data Science on Google Cloud Platform by Valliappa Lakshmanan, published by O'Reilly Media, Inc. In this first Google Cloud Labs Series, covering up through chapter 8, you are given the opportunity to practice all aspects of [...]
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Serverless Data Processing with Dataflow: Operations (Coursera)

Aug 9th 2021
Serverless Data Processing with Dataflow: Operations (Coursera)
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In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. [...]
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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, [...]
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Predictive Modeling and Machine Learning with MATLAB (Coursera)

Aug 9th 2021
Predictive Modeling and Machine Learning with MATLAB (Coursera)
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In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do. These skills are valuable for those [...]
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Aug 9th 2021
Course Auditing
39.00 EUR/month

Data Processing and Feature Engineering with MATLAB (Coursera)

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling. This intermediate-level course is useful to anyone who needs to combine data from multiple sources or times and has an interest in modeling.
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Basic Data Processing and Visualization (Coursera)

This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. [...]
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Network Analysis in Systems Biology (Coursera)

An introduction to data integration and statistical methods used in contemporary Systems Biology, Bioinformatics and Systems Pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. The course contains practical [...]
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Programming for Everyone : Working with Data (Coursera)

In this 3rd Guided Project in the "Programming for Everyone" series, we will learn how to work with data. We will learn about the dplyr package and how to use it to process data. We will subsequently update the app that we created in the 2nd Guided Project in [...]
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Serverless Data Processing with Dataflow: Develop Pipelines (Coursera)

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources [...]
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Serverless Data Processing with Dataflow: Foundations (Coursera)

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability [...]
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