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Data Analysis with Python, SQL and Excel

This course takes a practical approach to understanding key methods for Data Analytics by using common tools: SQL, Excel, and Python. Participants will perform common analytics activities: Interacting with a SQL database; writing an ETL script; outputting to Excel; use Excel and Tableau for data visualization.

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Data Visualization with Tableau

This course introduces Tableau with an emphasis on creating powerful visualizations with your data. We will connect to data sources and perform basic filtering before displaying the data. The class is a mixture of lecture and hands-on labs. Topics covered include: Tableau Overview Connecting to data sources Data Visualization Plotting Bar charts, pie charts Heat […]

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SQL for Data Analytics

This course provides you with an overview of Structured Query Language (SQL) so that you can quickly begin working with and analyzing data with other data science tools. Before you can analyze data, you need to have the correct data. Many organizations store their data in structured databases and SQL is the language of choice to […]

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AWS & Cloud IT Foundations

This course introduces students to the Cloud Computing value proposition; Cloud Computing solution models, and core Amazon Web Services (AWS) services and foundational technologies. Course attendees are provided with insights that will enable them to intelligently translate their organization’s business requirements into Cloud and AWS-based IT solutions. Topics covered include: Articulate the Cloud Computing Business […]

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Big Data Overview

This course provides an in-depth overview of the choices you have in processing Big Data. It introduces Big Data, the types of data you might have, approaches to working on and processing the data, and the capabilities, strengths, and weaknesses of those approaches. Topics covered include: NewSQL Databases NoSQL Overview Hadoop and MapReduce Apache Pig […]

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Hortonworks HDP Operations: Administration Foundations

This course is intended for systems administrators who will be responsible for the design, installation, configuration, and management of the Hortonworks Data Platform (HDP). The course provides in-depth knowledge and experience in using Apache Ambari as the operational management platform for HDP. This course presumes no prior knowledge or experience with Hadoop.

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Hortonworks HDP Operations: Hadoop Administration 2

This course is designed for experienced administrators who manage Hortonworks Data Platform (HDP) 2.3 clusters with Ambari. It covers upgrades, configuration, application management, and other common tasks. Upon completion of this course, students will be able to: Execute automated installation of and upgrades to HDP clusters Configure HDFS for NFS integration and centralized caching Control […]

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Introduction to Statistics

This course is an introduction to statistical methods common to engineering, science and social sciences applications. Topics covered include: Descriptive statistics Elementary probability theory Concepts of sampling Principles of statistical inference Analysis of data Means and Errors Distributions Regression

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Introduction to Machine Learning

In recent years industry, not just academia, has found that creating powerful data models provides the next level of value past traditional business intelligence. This course focuses on state of the art machine learning techniques combined with a practical approach designed to teach you to process your data and build models using Python’s scikit-learn. In […]

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