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Spring Data Engineering Boot Camp Starting May 26th

Spring Data Engineering Boot Camp Starting May 26th

Overview
Credentials

What You'll Learn

  • 10 Industry Expert Speaker Sessions
  • Lifetime access to content
  • One year access to Databricks, AWS
  • Get real cloud experience
  • Weekly Q&A with Zach
  • Join referral network

This will cover all the important things from Spark, Databricks, Delta, Iceberg, and Delta Live Table needed to be amazing data engineers!

Prerequisites

  • One year of Python and SQL experience
  • Exposure to Spark and Docker

Contents

Airflow Pipelines with Iceberg

7 Lessons (5h 26m)
1 Assignment

Data Lakes with Delta Table

5 Lessons (2h 10m)
1 Assignment

Databricks and Advanced Spark

7 Lessons (3h 47m)
1 Assignment

Structured Streaming Kafka to Delta Live Table

1 Assignment

Managing Unstructured Data

1 Assignment

Databricks and Spark Fundamentals (preread)

Q&A with Zach May 2025

6 Lessons (3h 40m)

Bonus - Azure

5 Lessons (5h 37m)

Tech Talks May 2025

TA Office Hours

8 Lessons (2h 48m)

Capstone DE Bootcamp May 2025

2 Assignments

Other Included Cohorts


Data Engineer Interview Skills

Interview Skills

5 Lessons (2h 21m)

Analytics Engineering Boot Camp starting October 2024

Tech Talk

7 Lessons (5h 40m)

Change Data Capture (CDC) and Analytical Patterns

8 Lessons (5h 30m)
1 Assignment

Passing Analytics Engineer Interviews

5 Lessons (2h 34m)
2 Assignments

Community Engagement

2 Lessons (1h 50m)

TA Office Hours

4 Lessons (3h 56m)

Pipeline Spec Building + Airflow Fundamentals

8 Lessons (5h 36m)
1 Assignment

dbt basics

4 Lessons (2h 36m)
1 Assignment

Advanced Snowflake

4 Lessons (2h 38m)
1 Assignment

Bonus

6 Lessons (3h 58m)

Bootcamp Kickoff

3 Lessons (2h 10m)

Advanced dbt

4 Lessons (2h 40m)
1 Assignment

2025 New Year Data Engineering Boot Camp starting January 6th

Career Development Sessions

5 Lessons (4h 30m)

Interview Skills

5 Lessons (2h 21m)

Dimensional Data Modeling in Iceberg

6 Lessons (4h 5m)
1 Assignment

Fact Data Modeling with Apache Iceberg

8 Lessons (5h 11m)
1 Assignment

Data Quality Patterns in Apache Airflow

4 Lessons (2h 35m)
1 Assignment

Unit and Integration Testing Spark Pipelines

6 Lessons (3h 43m)
2 Assignments

Streaming Pipelines with Kafka and Spark Streaming

4 Lessons (2h 25m)
1 Assignment

Analytical Patterns & Analysis with Trino

4 Lessons (2h 38m)
1 Assignment

Large Language Models

4 Lessons (1h 49m)

Data Impact Communication & Visualization

4 Lessons (2h 25m)

Passing Analytics Engineer Interviews

5 Lessons (2h 34m)
2 Assignments

Change Data Capture (CDC) and Analytical Patterns

8 Lessons (5h 30m)
1 Assignment

Community Engagement

2 Lessons (1h 50m)

dbt

4 Lessons (2h 56m)

Iceberg + Trino

6 Lessons (3h 51m)
1 Assignment

Q&A with Zach Wilson

4 Lessons (2h 33m)

Guest Speaker Sessions

7 Lessons (6h 27m)

TA Office Hours

6 Lessons (6h 3m)

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

Real Time Data (Spark and Kafka Streaming)

6 Lessons (2h 11m)
1 Assignment

Analytical Patterns and Advanced SQL

6 Lessons (4h 3m)
1 Assignment

Bonus - LLMs

6 Lessons (4h 49m)

Capstone Showcase Jan 2025

1 Lesson (2h 1m)

Boot Camp: Community Edition

Applying Analytical Patterns

4 Lessons (2h 45m)
1 Assignment

Data Visualization and Impact

4 Lessons (1h 49m)
1 Assignment

Data Pipeline Maintenance

2 Lessons (2h 24m)
1 Assignment

Apache Spark Fundamentals

6 Lessons (3h 34m)
2 Assignments

Bootcamp Orientation

Dimensional Data Modeling

6 Lessons (4h 11m)
1 Assignment

Data Quality Patterns

3 Lessons (1h 46m)

KPIs and Experimentation

3 Lessons (2h 37m)
1 Assignment

Fact Data Modeling

6 Lessons (3h 52m)
1 Assignment

Real-time pipelines with Flink and Kafka

5 Lessons (2h 48m)
1 Assignment