| Lesson | Slides (PDF) | Commentary (HTML) | Commentary (PDF) | Recap (TXT) |
|---|---|---|---|---|
| Lesson01.1-Intro | Slides | Commentary | Commentary | Recap |
| Lesson01.2-Big_Data | Slides | Commentary | Commentary | Recap |
| Lesson01.3-Is_Data_Science_Just_Hype | Slides | Commentary | Commentary | Recap |
| Lesson01.4-Data_Models | Slides | Commentary | Commentary | Recap |
| Lesson02.1-Git | Slides | Commentary | Commentary | Recap |
| Lesson02.2-Git_Branching | Slides | Commentary | Commentary | Recap |
| Lesson02.3-Data_Pipelines | Slides | Commentary | Commentary | Recap |
| Lesson03.1-DevOps | Slides | Commentary | Commentary | Recap |
| Lesson03.2-Docker | Slides | Commentary | Commentary | Recap |
| Lesson03.3-Docker_Compose | Slides | Commentary | Commentary | Recap |
| Lesson04.1-Relational_DBs | Slides | Commentary | Commentary | Recap |
| Lesson04.2-SQL | Slides | Commentary | Commentary | Recap |
| Lesson04.3-Data_Storage | Slides | Commentary | Commentary | Recap |
| Lesson05.1-NoSQL | Slides | Commentary | Commentary | Recap |
| Lesson05.2-NoSQL_Taxonomy | Slides | Commentary | Commentary | Recap |
| Lesson05.3-Apache_HBase | Slides | Commentary | Commentary | Recap |
| Lesson06.1-MongoDB | Slides | Commentary | Commentary | Recap |
| Lesson06.2-MongoDB_Commands | Slides | Commentary | Commentary | Recap |
| Lesson06.3-MongoDB_Config | Slides | Commentary | Commentary | Recap |
| Lesson06.4-CouchBase | Slides | Commentary | Commentary | Recap |
| Lesson07.1-Airflow | Slides | Commentary | Commentary | Recap |
| Lesson07.2-Data_Wrangling | Slides | Commentary | Commentary | Recap |
| Lesson07.3-Serialization_Formats | Slides | Commentary | Commentary | Recap |
| Lesson07.4-Big_Data_Architectures | Slides | Commentary | Commentary | Recap |
| Lesson08.1-Cluster_Architecture | Slides | Commentary | Commentary | Recap |
| Lesson08.2-Map_Reduce | Slides | Commentary | Commentary | Recap |
| Lesson08.3-Hadoop | Slides | Commentary | Commentary | Recap |
| Lesson08.4-Map_Reduce_Algorithms | Slides | Commentary | Commentary | Recap |
| Lesson09.1-Spark_Intro | Slides | Commentary | Commentary | Recap |
| Lesson09.2-Spark_Primitives | Slides | Commentary | Commentary | Recap |
| Lesson09.3-Dask | Slides | Commentary | Commentary | Recap |
| Lesson10.1-Parallel_DBs | Slides | Commentary | Commentary | Recap |
| Lesson10.2-Streaming_and_Real_Time_Analytics | Slides | Commentary | Commentary | Recap |
| Lesson11.1-Cloud_Computing | Slides | Commentary | Commentary | Recap |
| Lesson11.2-Cloud_Computing_Enablers | Slides | Commentary | Commentary | Recap |
| Lesson11.3-AWS_Overview | Slides | Commentary | Commentary | Recap |
| Lesson12.1-Graph_Data_Management | Slides | Commentary | Commentary | Recap |
| Lesson12.2-Neo4j | Slides | Commentary | Commentary | Recap |
| Lesson12.3-Graph_Data_Processing | Slides | Commentary | Commentary | Recap |
| Lesson_93_Sorrentum_Project | Slides | Commentary | Commentary | Recap |