Big Data Engineering Coding Bootcamp

Self-paced

Enroll today to reserve your spot in the Front End Development program!

Course Facilitators: Promineo Tech

Course Length: Guided coursework completed over 26-weeks (participants work independently on their own time, but must meet during required class times).

Course Dates: November 30th, 2023 - June 6th, 2024. Thursdays 8:00pm-9:30pm EST

Course Description: Front End Software Developers build the pieces of applications and websites that users see and interact with. This involves creating components that look good and provide functionality when a user interacts with them. It also involves interacting with Back End applications and displaying data in an aesthetically pleasing manner.

Course Breakdown:

Data Engineering Prerequisites:

Technical aptitude

Logical thinker

· Comfortable with OS file system concepts

· Experienced downloading and installing software

· Experience working with data connections in Excel or other applications

· Experience creating macros and functions in Excel or other application

· Some exposure to programming is helpful but not required

Intro to Python for Data Engineering / Weeks 1-4

Python

· Data Structure

· Error Handling

· Logic

Intro to the Cloud with Amazon Web Services / Weeks 5-9

· RDS

· SageMaker

· AWS Glue

· Athena

· EMR Clusters

Intro to Hadoop and Distributed Computing / Weeks 10-12

Hadoop

· Hue

· Hive

· Spark

Intro to Bid Data Ingestion in AWS / Weeks 13-15

Amazon Aurora

· Ingestion in AWS

· Amazon Kinesis

Building a Data Lake in AWS / Weeks 16-17

Storage Concepts

· Data Lake

· Amazon Redshift

Modeling the Derived Layout of a Data Lake / Week 18

Normalization

· Data Modeling

· OLTP vs OLAP

Building a Data Science Platform / Weeks 19-22

Notebooks

· Jupyter

· AWS SageMarker

· Visualization

· Elastic MapReduce

Building a Data Science Platform / Weeks 23-26

Capstone Project

Full course description