├── LICENSE ├── week1 Dimensional Data Modeling ├── dimensional_data_modeling_day_1.pdf ├── dimensional_data_modeling_day_2.pdf ├── dimensional_data_modeling_day_3.pdf ├── homework │ ├── 1 lab.sql │ ├── Backfill query for actors_history_scd.sql │ ├── Cumulative table actors insert.sql │ ├── DDL actors.sql │ └── DDL for actors_history_scd.sql ├── labs │ ├── Lab 1 │ │ ├── day2_lab_fix.sql │ │ └── lab1 example.sql │ ├── Lab 2 │ │ ├── players_scd.sql │ │ └── players_unnested.sql │ └── Lab 3 │ │ ├── Create TBL vertices edges.sql │ │ ├── edges table.sql │ │ └── vertices table.sql └── source_sql │ ├── actor_films.sql │ ├── game_details.sql │ ├── games.sql │ ├── load_players_table_day2.sql │ └── player_seasons.sql ├── week2 Fact Data Modeling ├── fact-data-modeling-day-1-jade-wilson.pdf ├── homework │ ├── query 1.sql │ ├── query 2.sql │ ├── query 3.sql │ ├── query 4.sql │ ├── query 5.sql │ ├── query 6.sql │ ├── query 7.sql │ ├── query 8.sql │ └── user_devices_cumulated.txt ├── labs │ ├── Lab 1 │ │ └── fct_game_details.sql │ ├── Lab 2 │ │ ├── LAB2 (not mine).sql │ │ ├── users_cumulated & users.sql │ │ └── users_cumulated.sql │ └── Lab 3 │ │ ├── LAB3 not mine.sql │ │ └── array_metrics.sql └── tables │ ├── array_metrics_ddl.sql │ ├── devices.sql │ ├── events.sql │ ├── game_details.sql │ ├── games.sql │ ├── monthly_user_site_hits.sql │ ├── user_datelist_int.sql │ └── users_cumulated.sql ├── week3 Apache Spark Fundamentals ├── Apache Spark.pdf ├── data │ ├── devices.csv │ ├── events.csv │ ├── maps.csv │ ├── match_details.csv │ ├── matches.csv │ ├── medals.csv │ └── medals_matches_players.csv └── homework │ ├── apache_spark_homework.ipynb │ └── homework.md ├── week4 Apache Spark Jobs └── src │ ├── jobs │ ├── daily_aggregate_job.py │ └── users_cumulated_job.py │ └── tests │ ├── test_daily_aggregate.py │ └── test_users_cumulated.py ├── week4.1 Pipelines with Flink and Kafka ├── homework │ ├── Makefile │ ├── README.md │ ├── homework.md │ ├── homework_job.py │ └── hw_query.sql └── lab │ ├── sql │ ├── init.sql │ └── processed_events.sql │ └── src │ └── job │ ├── aggregation_job.py │ └── start_job.py └── week4.2 Applying Analytical Patterns ├── homework ├── game_points_dashboard.sql ├── query1.sql ├── query2_q1_q3 (optimized).sql └── query3_q4_q5.sql ├── labs ├── Events_augmented.txt ├── Funnel analysis.txt └── users_growth_accounting.sql └── tables └── user_growth_accounting.sql /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adilbek1984/Data-Engineering-BootCamp/HEAD/LICENSE -------------------------------------------------------------------------------- /week1 Dimensional Data Modeling/dimensional_data_modeling_day_1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adilbek1984/Data-Engineering-BootCamp/HEAD/week1 Dimensional Data Modeling/dimensional_data_modeling_day_1.pdf 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