Databricks for Data Engineer Bootcamp 2

Master the art of data engineering with our comprehensive bootcamp course.

Curriculum

22 Chapters · 157 Lessons

1
1. (Included in full purchase)
  Welcome Drink! 90 Days Challenge
2. (Included in full purchase)
  Data Engineer Underrated?
3. (Included in full purchase)
  Do Not Skip Lecture
2
1. (Included in full purchase)
  How to import code into your workspace
2. (Included in full purchase)
  สมัคร Databricks Free Edition
3. (Included in full purchase)
  [UPDATED!] How to submit your homework?
3
1. (Included in full purchase)
  Disclaimer Module 1
2. (Included in full purchase)
  Material for Module 1
3. (Included in full purchase)
  code_module_1_ETL
4. (Included in full purchase)
  Live01-EP.1-Data Engineer Life Cycle
5. (Included in full purchase)
  Live01-EP.2-Types of Data and File Formats
6. (Included in full purchase)
  Live01-EP.3-Architecture Layer and Databricks 101
7. (Included in full purchase)
  Live01-EP.4-Databricks On Tour
8. (Included in full purchase)
  How to import code into your workspace
9. (Included in full purchase)
  Live01-EP.5-Homework#1, Q&A
10. (Included in full purchase)
  Quiz: Databricks & Data Engineering Fundamentals
11. (Included in full purchase)
  Homework#1
12. (Included in full purchase)
  Question & Highlight Module 1
13. (Included in full purchase)
  Glossary: Data Engineering & Databricks Fundamentals
14. (Included in full purchase)
  Feedback Module 1
15. (Included in full purchase)
  Submit Your Homework Module_1
4
1. (Included in full purchase)
  Material for Module 2
2. (Included in full purchase)
  code_module_2_sql_basic
3. (Included in full purchase)
  Live02-EP.1-SQL Data Control DDL & DML
4. (Included in full purchase)
  Live02-EP.2-SQL Query Logic & Execution
5. (Included in full purchase)
  Live02-EP.3-Homework#2
6. (Included in full purchase)
  Question & Highlight Module 2
7. (Included in full purchase)
  Feedback Module 2
8. (Included in full purchase)
  Submit Your Homework Module_2
5
1. (Included in full purchase)
  Material for Module 3
2. (Included in full purchase)
  code_module_3_sql_intermediate
3. (Included in full purchase)
  Live03-EP.0-How to submit your homework & Question
4. (Included in full purchase)
  Live03-EP.1-SQL Cast Try_Cast
5. (Included in full purchase)
  Live03-EP.2-Join Union Except Intersect
6. (Included in full purchase)
  Live03-EP.3-Window Function & Homework#3
7. (Included in full purchase)
  Expand On Q&A EP.3
8. (Included in full purchase)
  Feedback Module 3
9. (Included in full purchase)
  Submit Your Homework Module_3
6
1. (Included in full purchase)
  Material for Module 4
2. (Included in full purchase)
  code_module_4_python_basic
3. (Included in full purchase)
  Live04-EP.1-Why Python is a Must for Data Engineering?
4. (Included in full purchase)
  Live04-EP.2-Python Fundamentals for Data Engineers
5. (Included in full purchase)
  Live04-EP.3-Logic Control & Iteration (Process Control)
6. (Included in full purchase)
  Live04-EP.4-Create Table with SQL vs Python
7. (Included in full purchase)
  Question & Highlight Module 4
8. (Included in full purchase)
  Homework#4
9. (Included in full purchase)
  Feedback Module 4
10. (Included in full purchase)
  Submit Your Homework Module_4
7
1. (Included in full purchase)
  Material for Module 5
2. (Included in full purchase)
  code_module_5_python_advance
3. (Included in full purchase)
  Live05-EP.1-Function
4. (Included in full purchase)
  Live05-EP.2-Comprehension & Error Handling
5. (Included in full purchase)
  Live05-EP.3-Object Oriented Programming (OOP)
6. (Included in full purchase)
  Question & Highlight Module 5
7. (Included in full purchase)
  Live05-EP.4-Thread Pool
8. (Included in full purchase)
  Feedback Module 5
9. (Included in full purchase)
  Homework#5
10. (Included in full purchase)
  Submit Your Homework Module_5
8
1. (Included in full purchase)
  Material for Module 6
2. (Included in full purchase)
  code_module_6_basic_pyspark
3. (Included in full purchase)
  Live06-EP.1-Apache Spark Architecture
4. (Included in full purchase)
  Live06-EP.2-PySpark Extract
5. (Included in full purchase)
  Live06-EP.3-PySpark Transform
6. (Included in full purchase)
  Live06-EP.4-PySpark DAG & Explain
7. (Included in full purchase)
  Question & Highlight Module 6
8. (Included in full purchase)
  Feedback Module 6
9. (Included in full purchase)
  Submit Your Homework Module_6
9
1. (Included in full purchase)
  Material for Module 7
2. (Included in full purchase)
  code_module_7_advance_pyspark
3. (Included in full purchase)
  Live07-EP.1-PySpark Advance Joins
4. (Included in full purchase)
  Live07-EP.2-PySpark Advance Drop Duplicate & Union By Name
5. (Included in full purchase)
  Live07-EP.3-PySpark Advance Complex Datatype
6. (Included in full purchase)
  Live07-EP.4-PySpark Advance Write Mode & Tips
7. (Included in full purchase)
  Feedback Module 7
8. (Included in full purchase)
  Submit Your Homework Module_7
10
1. (Included in full purchase)
  Material for Module 8
2. (Included in full purchase)
  code_module_8_delta_lake
3. (Included in full purchase)
  Notice
4. (Included in full purchase)
  Live08-EP.1-Delta Lake Utility
5. (Included in full purchase)
  Live08-EP.2-SCD Type1
6. (Included in full purchase)
  Live08-EP.3-SCD Type2
7. (Included in full purchase)
  Feedback Module 8
8. (Included in full purchase)
  Submit Your Homework Module_8
11
1. (Included in full purchase)
  Material for Module 9
2. (Included in full purchase)
  code_module_9_delta_lake_part_2
3. (Included in full purchase)
  Live09-EP.1-Other Merge Types
4. (Included in full purchase)
  Live09-EP.2-Time Travel
5. (Included in full purchase)
  Live09-EP.3-Change Data Capture
6. (Included in full purchase)
  Live09-EP.4-Delta Log
7. (Included in full purchase)
  Feedback Module 9
12
1. (Included in full purchase)
  Material for Module 10
2. (Included in full purchase)
  code_module_10_delta_lake_part_3
3. (Included in full purchase)
  Live10-EP.1-How Delta Work?
4. (Included in full purchase)
  Live10-EP.2-Optimize and Vaccuum
5. (Included in full purchase)
  Live10-EP.3-Liquid Clustering & Deletion Vector
6. (Included in full purchase)
  Live10-EP.4-Replicate Delta Table
7. (Included in full purchase)
  Feedback Module 10
13
1. (Included in full purchase)
  Material for Module 11
2. (Included in full purchase)
  code_module_11_end_to_end_project
3. (Included in full purchase)
  Live11-EP.1-Bronze
4. (Included in full purchase)
  Live11-EP.2-Silver
5. (Included in full purchase)
  Live11-EP.3-Bronze Dynamic
6. (Included in full purchase)
  Live11-EP.4-Silver Dynamic
7. (Included in full purchase)
  Feedback Module 11
14
1. (Included in full purchase)
  code_module_12_end_to_end_project_part_2
2. (Included in full purchase)
  Live12-EP.1-Dynamic Framework
3. (Included in full purchase)
  Live12-EP.2-Gold
4. (Included in full purchase)
  Live12-EP.2-Workflow
5. (Included in full purchase)
  Feedback Module 12
15
1. (Included in full purchase)
  Material for Module 13
2. (Included in full purchase)
  code_modult_13_unity_catalog
3. (Included in full purchase)
  Live13-EP.1-Unity Catalog
4. (Included in full purchase)
  Live13-EP.2-Unity Catalog Object
5. (Included in full purchase)
  Live13-EP.3-Role Base Access Control
6. (Included in full purchase)
  Feedback Module 13
16
1. (Included in full purchase)
  Material for Module 14
2. (Included in full purchase)
  code_module_14_unity_catalog_part2
3. (Included in full purchase)
  Live14-EP.1-Function
4. (Included in full purchase)
  Live14-EP.2-Cryptography
5. (Included in full purchase)
  Live14-EP.3-Secret Management
6. (Included in full purchase)
  Feedback Module 14
17
1. (Included in full purchase)
  Material for Module 15
2. (Included in full purchase)
  code_module_15_structure_streaming_pipeline
3. (Included in full purchase)
  Live15-EP.1-Introduction to structure streaming
4. (Included in full purchase)
  Live15-EP.2-Stateless and stateful transformation
5. (Included in full purchase)
  Live15-EP.3-Hand on spark structure streaming
6. (Included in full purchase)
  Live15-EP.4-Q&A
7. (Included in full purchase)
  Feedback Module 15
18
1. (Included in full purchase)
  Material for module 16
2. (Included in full purchase)
  code_module_16_structure_streaming_pipeline_part_2
3. (Included in full purchase)
  Live16-EP.1-structure streaming output mode
4. (Included in full purchase)
  Live16-EP.2-structure streaming components
5. (Included in full purchase)
  Live16-EP.3-hand on with structure streaming
6. (Included in full purchase)
  Live16-EP.4-Auto loader
7. (Included in full purchase)
  Feedback Module 16
19
1. (Included in full purchase)
  Material for Module 17
2. (Included in full purchase)
  code_module_17_spark_declarative_pipeline
3. (Included in full purchase)
  Live17-EP.1-spark declarative pipeline
4. (Included in full purchase)
  Live17-EP.2-recap scd types and expectation
5. (Included in full purchase)
  Live17-EP.3-hand on spd
6. (Included in full purchase)
  Feedback Module 17
20
1. (Included in full purchase)
  Material for Module 18
2. (Included in full purchase)
  Live18-EP.1-git
3. (Included in full purchase)
  Live18-EP.2-github
4. (Included in full purchase)
  Live18-EP.3-unit test
5. (Included in full purchase)
  Feedback Module 18
21
1. (Included in full purchase)
  Set up environment for DAB
2. (Included in full purchase)
  material for set up
3. (Included in full purchase)
  notion for hand-on DAB
4. (Included in full purchase)
  Material for Module 19
5. (Included in full purchase)
  Live19-EP.1-DAB and CICD
6. (Included in full purchase)
  Live19-EP.2-hand on
7. (Included in full purchase)
  Live19-EP.3-Q&A
8. (Included in full purchase)
  Feedback Module 19
22
1. (Included in full purchase)
  Material for Module 20
2. (Included in full purchase)
  code_module_20_job_and_recap
3. (Included in full purchase)
  Live20-EP.1-New Feature Databricks