Data Warehousing on Amazon Web Services (AWS)
Data Warehousing on AWS introduces you to concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift, the petabyte-scale data warehouse in AWS. This course demonstrates how to collect, store, and prepare data for the data warehouse by using other AWS services such as Amazon DynamoDB, Amazon EMR, Amazon Kinesis […]
Data Science
Hadoop With Spark
Hadoop is a mature Big Data environment and Hive is the de-facto standard for the SQL interface. Today, the computations in Hadoop are usually done with Spark. Spark offers an optimized compute engine that includes batch, and real-time streaming, and machine learning. This course covers Hadoop 3, Hive 3, and Spark 3.
Data Science
Introduction to Data Analytics
This course is a survey of processes and tools commonly used in applications that rely heavily on data analysis. The course will describe data pipelines deployed by data engineers and data scientists to ingest data for use in an application and to manipulate that data for use by analysts. Hands-on activities will include a combination […]
Data Science
Introduction to Data Visualization
We are constantly faced with a vast amount of complex information – often more than we can handle. Well-designed visual interpretations of data improve comprehension, communication, and decision making. This workshop introduces data methods and techniques that increase the understanding of complex data. The focus is on conveying ideas effectively with visually appealing charts, graphs and […]
Data Science
Introduction to Machine Learning
This course introduces participants to both supervised and unsupervised learning algorithms with discussion of what datasets lend themselves to solutions with the various ML techniques. Hands-on labs are designed to assist the learner in understanding the concepts and are all done using Jupyter Notebooks. Where necessary, background material in Linear Algebra, Probability, and Python will […]
Data Science
Microsoft Power BI Data Analyst
This course covers the various methods and best practices that are in line with business and technical requirements for modeling, visualizing, and analyzing data with Power BI. The course will show how to access and process data from a range of data sources including both relational and non-relational sources. Additionally, this course will also discuss […]
Data Science
Planning and Designing Databases on AWS
In this course, you will learn about the process of planning and designing both relational and nonrelational databases. You will learn the design considerations for hosting databases on Amazon Elastic Compute Cloud (Amazon EC2). You will learn about our relational database services including Amazon Relational Database Service (Amazon RDS), Amazon Aurora, and Amazon Redshift. You […]
Data Science
Practical Machine Learning With Apache Spark
This intensive hands-on training introduces the audience to the core aspects of scalable data processing using Python on the Apache Spark platform. The students will learn the essentials of Python with the primary focus being on the capabilities of the Apache Spark platform and its Machine Learning module. The students will be introduced to the […]
Data Science
Python for Data Science
41.7% of Developers Use Python 73.1% of Developers Love Using Python Fastest Growing Language Today! This course introduces the Python language to students who want to use Python as a tool for their data science initiatives. The goal is to become proficient enough with the Python language to leverage powerful Data Science packages such as […]
Data Science
R Programming
This course teaches many concepts and capabilities of the R programming language. Some of the topics include importing data, data visualization using ggplot2, built-in R datatypes & structures, and general R syntax. Upon completion of the course students will be able to import, analyze, and summarize large, complex data sets using R.
Data Science
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 […]
Data Science
SHRM Certified Professional (SHRM-CP) / Senior Professional (SHRM-SCP)
We now live and work in a global economy, in which geographic borders are virtually non-existent, and innovation, agility and strategy are critical success factors. The HR profession operates at the core of this global economy, ensuring the alignment of organizational strategy with a high-performing workforce. The SHRM credentials, SHRM Certified Professional (SHRM-CP®) and SHRM […]
Human Resources