2025 New Year Data Engineering Boot Camp starting January 6th
AirflowAlgorithmsApache IcebergApache SparkAPIsAWSAzureBehavioral InterviewsCI/CDCloud PlatformsCommunicationDatabricksData ModelingData StructuresData VisualizationData WarehousingdbtDelta LakeDockerETL/ELTFlinkGCPGitHadoopKafkaLeadershipLinuxLLMsMLOpsMySQLNLPPostgresProblem SolvingPythonRustScikit-LearnSnowflakeSQLStatisticsSystem DesignTableauTrino
Start Date
Jan 6, 2025
End Date
Feb 6, 2025
Status
Not Enrolled
This program is not accepting enrollments right now!
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
Program Structure
1
January 2025 Bootcamp Kickoff
2
Airflow + Trino
6 Lessons•3h 44m
1 Assignment
Lessons
Assignments
3
Snowflake + dbt Basics
6 Lessons•3h 30m
1 Assignment
4
Databricks Basics
6 Lessons•2h 38m
1 Assignment
5
Advanced Spark on Databricks
6 Lessons•3h 38m
1 Assignment
Lessons
Assignments
6
Snowflake + Advanced dbt
6 Lessons•4h 6m
1 Assignment
7
Analytical Patterns and Advanced SQL
6 Lessons•4h 3m
1 Assignment
Lessons
8
Real Time Data (Spark and Kafka Streaming)
6 Lessons•2h 11m
1 Assignment
Lessons
Assignments
9
Bonus - LLMs
6 Lessons•4h 49m
10
Career Development Sessions
5 Lessons•4h 30m
11
Q&A with Zach Wilson
4 Lessons•2h 33m
12
Guest Speaker Sessions
7 Lessons•6h 27m
13
TA Office Hours
6 Lessons•6h 3m
14
Capstone Showcase Jan 2025
1 Lesson•2h 1m
2 Assignments
Other Included Cohorts
Data Engineer Interview Skills
15
Interview Skills
12 Lessons•5h 22m
Lessons
The SQL Interview
34m
The Data Modeling Interview
21m
The Data Architecture Interview
35m
The Behavioral Interview
25m
The Data Structures and Algorithms Interview
24m
Data Structures and Algorithms Interview
29m
Product Sense Interview
41m
Behavioral Interview
32m
Data Modeling Interview
20m
Live SQL Training January 25th, Window Functions and Common Table Expressions
Live SQL Training January 15th
Scala Dataset vs Dataframe API [Dec 15, 2023]
56m
Building Pipelines with Iceberg and Airflow
15
Data Modeling with Iceberg and Trino
6 Lessons•3h 51m
16
Airflow Pipelines with Iceberg
5 Lessons•3h 58m