How I’d Learn Data Engineering for Free Today and Get a Job
Today, I am giving you the exact, step-by-step Data Engineering roadmap I would use to learn DE to get hired right now, and the strict rule for this video is that all the resources/courses I show you are completely free.
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Resources Mentioned:
SQLBolt: https://sqlbolt.com/
ThoughtSpot SQL Tutorial: https://www.thoughtspot.com/sql-tutorial
DataLemur SQL questions: https://datalemur.com/questions
CS50 Python: https://cs50.harvard.edu/python/
Python for Everyone: https://www.py4e.com/
Automate the Boring Stuff: https://automatetheboringstuff.com
DSA Roadmap: https://roadmap.sh/datastructures-and...
LeetCode: https://leetcode.com/studyplan/top-in...
DBMS: • Database Systems - Cornell University Cour...
OS: https://pages.cs.wisc.edu/~bart/537/l...
Shell, Git and more: https://missing.csail.mit.edu/
Spark: https://spark.apache.org/docs/latest/...
Spark 2: https://www.databricks.com/spark/gett...
Databricks Free Edition: https://www.databricks.com/learn/free...
Databricks Course: • Databricks Data Engineer Associate Certifi...
Databricks Cert: https://www.databricks.com/learn/cert...
Data Modeling quick guide: https://www.holistics.io/books/setup-...
Data Modeling detailed guide: https://www.kimballgroup.com/data-war...
Snowflake free trial: https://signup.snowflake.com/
Snowflake courses and dev guides: https://www.snowflake.com/en/develope...
https://www.snowflake.com/en/develope...
AWS Sol arch learning: • AWS Solutions Architect Associate Certific...
AWS skill builder: https://skillbuilder.aws/category/sel...
GCP Cloud Eng learning: https://www.cloudskillsboost.google/p...
Azure Fabric DE learning: • DP-700 Exam Full Course (6 hours) | Micros...
Kafka: https://developer.confluent.io/course...
Kafka docs: https://kafka.apache.org/43/getting-s...
Flink: https://developer.confluent.io/course...
Great Expectations for DQ: https://greatexpectations.io/
DataHub for catalog and lineage: https://datahub.com/
MLOps: https://madewithml.com/
Coding with AI: https://code.claude.com/docs/en/how-c...
My Top 5 AI courses:
https://www.deeplearning.ai/courses/c...
https://www.deeplearning.ai/courses/l...
https://qdrant.tech/course/
https://www.deeplearning.ai/courses/a...
https://www.deeplearning.ai/courses/l...
0:00 Intro and Why Data Engineering
2:34 SQL
3:29 Python and DSA
4:40 DBMS and OS
5:48 Spark and Databricks
6:57 Data Modeling and Snowflake
9:09 Cloud
10:06 Realtime Analytics
11:34 Governance and MLOps
12:29 AI
14:05 Projects and Datasets
#dataengineering #roadmap #artificialintelligence #cloud #learning