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  • 2025 New Year Data Engineering Boot Camp starting January 6th

2025 New Year Data Engineering Boot Camp starting January 6th

Start Date
Jan 6, 2025
End Date
Feb 6, 2025
Status
Not Enrolled
This program is not accepting enrollments right now!
OverviewLessonsCredentials

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

Lessons
January 2025 Bootcamp Kickoff
2

Airflow + Trino

5 Lessons•3h 13m
1 Assignment
Lessons
Orchestration and Airflow Fundamentals Day 1 Lecture
41m
Hard Orchestration Lessons Day 2 Lecture
45m
Hard Orchestration Lessons Day 2 Lab
31m
Cumulative DAGs in Production Day 3 Lecture
40m
Cumulative DAGs in Production Day 3 Lab
34m
Assignments
Apache Airflow DAG Assignment January 2025
3

Snowflake + dbt Basics

6 Lessons•3h 30m
1 Assignment
Lessons
Snowflake Basics Day 1 Lecture
49m
Snowflake Basics Day 1 Lab
26m
dbt Basics Day 2 Lecture
39m
dbt Basics Day 2 Lab
44m
dbt Basics Day 3 Lecture
25m
dbt Basics Day 3 Lab
25m
Assignments
dbt basics Jan 2025
4

Databricks Basics

6 Lessons•2h 38m
1 Assignment
Lessons
Databricks Platform Overview Day 1 Lecture
31m
Databricks Platform Overview Day 1 Lab
20m
Introduction to Spark Day 2 Lecture
15m
Introduction to Spark Day 2 Lab
44m
Apache Spark Core Day 3 Lecture
21m
Apache Spark Core Day 3 Lab
25m
Assignments
Databricks Notebook Submission January 2025
5

Advanced Spark on Databricks

6 Lessons•3h 38m
1 Assignment
Lessons
Apache Spark Shuffle Joins Day 1 Lecture
40m
Apache Spark Shuffle Joins Day 1 Lab
34m
Apache Spark Memory Turning, Partitioning Day 2 Lecture
38m
Apache Spark Memory Turning, Partitioning Day 2 Lab
31m
Apache Spark Unit Testing Day 3 Lecture
38m
Apache Spark Unit Testing Day 3 Lab
35m
Assignments
Advanced Spark on Databricks January 2025
6

Snowflake + Advanced dbt

6 Lessons•4h 6m
1 Assignment
Lessons
Snowflake Lecture
43m
Snowflake Lab
44m
Advanced dbt Day 2 Lecture
41m
Advanced dbt Day 2 Lab
39m
Advanced dbt Day 3 Lecture
36m
Advanced dbt Day 3 Lab
41m
Assignments
dbt advanced jan 2025
7

Analytical Patterns and Advanced SQL

6 Lessons•4h 3m
1 Assignment
Lessons
Applying Analytical Patterns Day 1 Lecture
41m
Applying Analytical Patterns Day 1 Lab
38m
Advanced SQL Patterns Day 2 Lecture
26m
Advanced SQL Patterns Day 2 Lab
46m
Analytical Patterns Recognizing Business Value Day 3 Lecture
62m
Analytical Patterns Recognizing Business Value Day 3 Lab
27m
Assignments
Analytical Patterns and Advanced SQL January 2025
8

Real Time Data (Spark and Kafka Streaming)

6 Lessons•2h 11m
1 Assignment
Lessons
Advanced Spark Optimization Techniques Day 1 Lecture
19m
Advanced Spark Optimization Techniques Day 1 Lab
25m
Spark Structured Streaming Day 2 Lecture
19m
Spark Structured Streaming Day 2 Lab
30m
Deep Dive On Workflows Day 3 Lecture
10m
Deep Dive On Workflows Day 3 Lab
26m
Assignments
Spark Streaming W5 Homework January 2025
9

Bonus - LLMs

6 Lessons•4h 49m
Lessons
RAG and LLMs Day1 Lecture
37m
RAG and LLMs Day1 Lab
64m
RAG and LLMs Day2 Lecture
37m
RAG and LLMs Day2 Lab
47m
LLMs Day 3 Part1
46m
LLMs Day3 Part2
55m
10

Career Development Sessions

5 Lessons•4h 30m
Lessons
Career Development - LinkedIn Optimization
66m
Career Development - Resume Review
53m
Career Development - Interview Help
56m
Career Development - Data Modeling Interview
49m
Career Development - Strategic Networking
43m
11

Q&A with Zach Wilson

4 Lessons•2h 33m
Lessons
Q&A Week 1
46m
Q&A Week 2
41m
Q&A Week 3
24m
Q&A Week 4
42m
12

Guest Speaker Sessions

7 Lessons•6h 27m
Lessons
Jason Reid (cofounder of Tabular)
59m
Shachar Meir
53m
Brian Pulliam
61m
Sundas Khalid
58m
YZ
59m
Prasad Rao
54m
Joe Reis
41m
13

TA Office Hours

6 Lessons•6h 3m
Lessons
TA Office Hour 1
69m
TA Office Hour 2
59m
TA Office Hour 3
63m
TA Office Hour 4
52m
TA Office Hour 5
70m
TA Office Hour 6
47m
14

Capstone Showcase Jan 2025

1 Lesson•2h 1m
2 Assignments
Lessons
Capstone Showcase Jan 2025
121m
Assignments
Capstone Submission January 2025
Capstone Proposal Submission Jan 2025 Bootcamp

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
16

AI and LLM

4 Lessons•2h 25m
Lessons
LLM-Driven Data Engineering Day 1 Lab
25m
LLM-Driven Data Engineering Day 1 Lecture
60m
LLM-Driven Data Engineering Day 2 Lab
39m
LLM-Driven Data Engineering Day 2 Lecture
20m

Building Pipelines with Iceberg and Airflow

15

Data Modeling with Iceberg and Trino

6 Lessons•3h 51m
Lessons
The History of Data Lakes Lecture
45m
Iceberg Partitioning and Metadata Exploration Lab
37m
Mastering Data Lake Architectures Lecture
52m
Apache Iceberg Day 2 Lab
32m
Apache Iceberg Day 3 Lecture
34m
Apache Iceberg Day 3 Lab
28m
16

Airflow Pipelines with Iceberg

5 Lessons•4h 3m
Lessons
Setting Up Airflow for Week1 for Mac
3m
Orchestration and Airflow Fundamentals Lecture
55m
Orchestration and Airflow Fundamentals Lab
70m
Apache Iceberg Data Contracts Lecture
39m
Apache Iceberg Data Contracts Lab
76m