Company Logo of a cute dog
2025 New Year Data Engineering Boot Camp starting January 6th

2025 New Year Data Engineering Boot Camp starting January 6th

Overview

What You'll Learn

  • 100+ Hours of Content
  • 5 live Q&A sessions with Zach
  • 10 speaker sessions from industry experts
  • Get Certified and find a mentor
  • Free Access to AWS,Astronomer,Spark,Trino
  • Manage tables with Iceberg and Snowflake
  • Manage real-time data with Kafka
  • Build an awesome portfolio!

Prerequisites

  • Proficiency in Python and SQL, at least 6 months of experience in both
  • Basic understanding of Docker, Flink, and Kafka

Contents

January 2025 Bootcamp Kickoff

2 Assignments

Iceberg + Trino

6 Lessons (3h 51m)
1 Assignment

Airflow + Trino

5 Lessons (3h 13m)
1 Assignment

Snowflake + dbt Basics

6 Lessons (3h 30m)
1 Assignment

Databricks Basics

6 Lessons (2h 9m)
1 Assignment

Advanced Spark on Databricks

6 Lessons (3h 38m)
1 Assignment

Snowflake + Advanced dbt

6 Lessons (4h 6m)
1 Assignment

Analytical Patterns and Advanced SQL

6 Lessons (4h 3m)
1 Assignment

Real Time Data (Spark and Kafka Streaming)

6 Lessons (2h 11m)
1 Assignment

Bonus - LLMs

6 Lessons (4h 49m)

Career Development Sessions

5 Lessons (4h 30m)

Q&A with Zach Wilson

4 Lessons (2h 33m)

Guest Speaker Sessions

7 Lessons (6h 27m)

TA Office Hours

6 Lessons (6h 3m)

Capstone Showcase Jan 2025

1 Lesson (2h 1m)

Fact Data Modeling with Apache Iceberg

8 Lessons (5h 11m)
1 Assignment

Dimensional Data Modeling in Iceberg

6 Lessons (4h 5m)
1 Assignment

Advanced Snowflake Techniques

Apache Spark Fundamentals

Advanced Apache Spark Techniques

Unit and Integration Testing Spark Pipelines

6 Lessons (3h 43m)
2 Assignments

Snowflake Fundamentals

Data Quality Patterns in Apache Airflow

4 Lessons (2h 35m)
1 Assignment

dbt

4 Lessons (2h 56m)

Analytical Patterns & Analysis with Trino

4 Lessons (2h 38m)
1 Assignment

Data Impact Communication & Visualization

4 Lessons (2h 25m)

Large Language Models

4 Lessons (1h 49m)

Change Data Capture (CDC) and Analytical Patterns

8 Lessons (5h 30m)
1 Assignment

Streaming Pipelines with Kafka and Spark Streaming

4 Lessons (2h 25m)
1 Assignment

Passing Analytics Engineer Interviews

5 Lessons (2h 34m)
2 Assignments

Community Engagement

2 Lessons (1h 50m)

Interview Skills

5 Lessons (2h 21m)

Other Included Cohorts


Data Engineer Interview Skills

Interview Skills

5 Lessons (2h 21m)