
Full course description
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
- AWS
· 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