[ WebToolTip.com ] Udemy - Data Engineering Interview Prep - SQL, Spark and System Design

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Inside the DE Interview The Map/1 - Module 1 Check.html

21 kB

~Get Your Files Here !/1 - Inside the DE Interview The Map/1 - What Companies Actually Test.mp4

20 MB

~Get Your Files Here !/1 - Inside the DE Interview The Map/2 - Reading the Job Description Like an Interviewer.mp4

26 MB

~Get Your Files Here !/1 - Inside the DE Interview The Map/3 - The 4-Week Prep Plan + How to Use This Course.mp4

16 MB

~Get Your Files Here !/10 - PySpark Round II Shuffles, Skew and Performance/10 - Module 10 Check.html

21 kB

~Get Your Files Here !/10 - PySpark Round II Shuffles, Skew and Performance/32 - The Shuffle Root of All Spark Questions.mp4

22 MB

~Get Your Files Here !/10 - PySpark Round II Shuffles, Skew and Performance/33 - Broadcast Joins, Partitioning and Bucketing.mp4

22 MB

~Get Your Files Here !/10 - PySpark Round II Shuffles, Skew and Performance/34 - Data Skew, AQE and Catalyst.mp4

20 MB

~Get Your Files Here !/10 - PySpark Round II Shuffles, Skew and Performance/35 - Caching and Persistence When They Backfire.mp4

22 MB

~Get Your Files Here !/11 - Pipeline Design ETL ELT That Survives Production/11 - Module 11 Check.html

21 kB

~Get Your Files Here !/11 - Pipeline Design ETL ELT That Survives Production/36 - ETL vs ELT and Where Each Wins.mp4

18 MB

~Get Your Files Here !/11 - Pipeline Design ETL ELT That Survives Production/37 - Idempotency, Incremental Loads and Backfills.mp4

27 MB

~Get Your Files Here !/11 - Pipeline Design ETL ELT That Survives Production/38 - Orchestration and Dependency Design (Airflow).mp4

22 MB

~Get Your Files Here !/11 - Pipeline Design ETL ELT That Survives Production/39 - Handling Late and Duplicate Data.mp4

25 MB

~Get Your Files Here !/12 - Streaming and Real-Time The Kafka Conversation/12 - Module 12 Check.html

21 kB

~Get Your Files Here !/12 - Streaming and Real-Time The Kafka Conversation/40 - Batch vs Streaming and When Real-Time Matters.mp4

18 MB

~Get Your Files Here !/12 - Streaming and Real-Time The Kafka Conversation/41 - Kafka Mental Model Topics, Partitions, Offsets.mp4

27 MB

~Get Your Files Here !/12 - Streaming and Real-Time The Kafka Conversation/42 - Exactly-Once, Windowing and Watermarks.mp4

26 MB

~Get Your Files Here !/12 - Streaming and Real-Time The Kafka Conversation/43 - Change Data Capture (CDC) Patterns.mp4

28 MB

~Get Your Files Here !/13 - File Formats and Storage Parquet, Delta and Iceberg/13 - Module 13 Check.html

21 kB

~Get Your Files Here !/13 - File Formats and Storage Parquet, Delta and Iceberg/44 - Row vs Columnar and Why Parquet Wins.mp4

32 MB

~Get Your Files Here !/13 - File Formats and Storage Parquet, Delta and Iceberg/45 - Compression, Partitioning and the Small-Files Problem.mp4

27 MB

~Get Your Files Here !/13 - File Formats and Storage Parquet, Delta and Iceberg/46 - Delta and Iceberg Table Formats in Interviews.mp4

32 MB

~Get Your Files Here !/14 - Distributed Systems Fundamentals for Data Engineers/14 - Module 14 Check.html

21 kB

~Get Your Files Here !/14 - Distributed Systems Fundamentals for Data Engineers/47 - Partitioning, Replication and Sharding.mp4

28 MB

~Get Your Files Here !/14 - Distributed Systems Fundamentals for Data Engineers/48 - CAP, Consistency Models and Trade-offs.mp4

36 MB

~Get Your Files Here !/14 - Distributed Systems Fundamentals for Data Engineers/49 - MapReduce, Shuffle and the Lineage of Spark.mp4

27 MB

~Get Your Files Here !/15 - Data Quality, Testing and Reliability/15 - Module 15 Check.html

21 kB

~Get Your Files Here !/15 - Data Quality, Testing and Reliability/50 - DQ Dimensions and the Checks That Matter.mp4

31 MB

~Get Your Files Here !/15 - Data Quality, Testing and Reliability/51 - Data Contracts, SLAs and Observability.mp4

26 MB

~Get Your Files Here !/15 - Data Quality, Testing and Reliability/52 - Testing Pipelines (Unit Integration Data).mp4

29 MB

~Get Your Files Here !/16 - Cloud Platforms Snowflake and Databricks Questions/16 - Module 16 Check.html

21 kB

~Get Your Files Here !/16 - Cloud Platforms Snowflake and Databricks Questions/53 - Snowflake Architecture Interview Answers.mp4

28 MB

~Get Your Files Here !/16 - Cloud Platforms Snowflake and Databricks Questions/54 - Databricks and the Lakehouse Explained.mp4

30 MB

~Get Your Files Here !/16 - Cloud Platforms Snowflake and Databricks Questions/55 - Cost and Performance Levers They Ask About.mp4

34 MB

~Get Your Files Here !/17 - System Design for DEs I The Framework/17 - Module 17 Check.html

21 kB

~Get Your Files Here !/17 - System Design for DEs I The Framework/56 - The Data-System-Design Framework.mp4

18 MB

~Get Your Files Here !/17 - System Design for DEs I The Framework/57 - Designing a Batch Analytics Pipeline.mp4

25 MB

~Get Your Files Here !/17 - System Design for DEs I The Framework/58 - Estimating Scale, Throughput and Storage.mp4

27 MB

~Get Your Files Here !/18 - System Design II Real Prompts, Solved/18 - Module 18 Check.html

21 kB

~Get Your Files Here !/18 - System Design II Real Prompts, Solved/59 - Design a Warehouse for an E-commerce Company.mp4

32 MB

~Get Your Files Here !/18 - System Design II Real Prompts, Solved/60 - Design a Real-Time Metrics Pipeline.mp4

24 MB

~Get Your Files Here !/18 - System Design II Real Prompts, Solved/61 - Design a Lakehouse Ingestion Layer.mp4

27 MB

~Get Your Files Here !/19 - The Coding DSA Round Data Engineers Still Face/19 - Module 19 Check.html

21 kB

~Get Your Files Here !/19 - The Coding DSA Round Data Engineers Still Face/62 - What DE Coding Rounds Actually Look Like.mp4

18 MB

~Get Your Files Here !/19 - The Coding DSA Round Data Engineers Still Face/63 - Arrays, Hashmaps and Strings (the 80%).mp4

28 MB

~Get Your Files Here !/19 - The Coding DSA Round Data Engineers Still Face/64 - Complexity and Talking Through Your Code.mp4

28 MB

~Get Your Files Here !/2 - SQL Round I Joins, Aggregations & the Trap Questions/2 - Module 2 Check.html

21 kB

~Get Your Files Here !/2 - SQL Round I Joins, Aggregations & the Trap Questions/4 - The Join Family and the LEFT-JOIN-NULL Trap.mp4

22 MB

~Get Your Files Here !/2 - SQL Round I Joins, Aggregations & the Trap Questions/5 - GROUP BY, HAVING and Aggregation Gotchas.mp4

22 MB

~Get Your Files Here !/2 - SQL Round I Joins, Aggregations & the Trap Questions/6 - Set Operations and Three-Valued NULL Logic.mp4

23 MB

~Get Your Files Here !/20 - Take-Homes and Live SQL Tests/20 - Module 20 Check.html

21 kB

~Get Your Files Here !/20 - Take-Homes and Live SQL Tests/65 - Anatomy of a Take-Home and How to Scope It.mp4

17 MB

~Get Your Files Here !/20 - Take-Homes and Live SQL Tests/66 - Live SQL Test Strategy (Think Aloud, Edge Cases).mp4

23 MB

~Get Your Files Here !/20 - Take-Homes and Live SQL Tests/67 - Presenting Your Solution Like a Senior.mp4

24 MB

~Get Your Files Here !/21 - The Behavioral and Project Deep-Dive Round/21 - Module 21 Check.html

21 kB

~Get Your Files Here !/21 - The Behavioral and Project Deep-Dive Round/68 - STAR Method and Structuring Your Stories.mp4

17 MB

~Get Your Files Here !/21 - The Behavioral and Project Deep-Dive Round/69 - The Project Deep-Dive Defending Decisions.mp4

18 MB

~Get Your Files Here !/21 - The Behavioral and Project Deep-Dive Round/70 - Conflict, Ownership and Senior Signals.mp4

14 MB

~Get Your Files Here !/21 - The Behavioral and Project Deep-Dive Round/71 - Questions to Ask Them (and Red Flags).mp4

15 MB

~Get Your Files Here !/22 - Capstone The Full Mock Interview Gauntlet/22 - Module 22 Check.html

22 kB

~Get Your Files Here !/22 - Capstone The Full Mock Interview Gauntlet/72 - The SQL + Window Screen (Timed, Solved).mp4

24 MB

~Get Your Files Here !/22 - Capstone The Full Mock Interview Gauntlet/73 - The Spark + Pipeline-Design Loop.mp4

26 MB

~Get Your Files Here !/3 - SQL Round II Window Functions (the #1 Filter)/10 - Top-N-per-Group the Classic Question, Solved Three Ways.mp4

25 MB

~Get Your Files Here !/3 - SQL Round II Window Functions (the #1 Filter)/3 - Module 3 Check.html

21 kB

~Get Your Files Here !/3 - SQL Round II Window Functions (the #1 Filter)/7 - ROW_NUMBER vs RANK vs DENSE_RANK.mp4

22 MB

~Get Your Files Here !/3 - SQL Round II Window Functions (the #1 Filter)/8 - Running Totals and Moving Averages ROWS vs RANGE.mp4

21 MB

~Get Your Files Here !/3 - SQL Round II Window Functions (the #1 Filter)/9 - LAG, LEAD and Period-over-Period Analysis.mp4

18 MB

~Get Your Files Here !/4 - SQL Round III Advanced Patterns Interviewers Love/11 - CTEs vs Subqueries vs Temp Tables (and Recursive CTEs).mp4

23 MB

~Get Your Files Here !/4 - SQL Round III Advanced Patterns Interviewers Love/12 - Gaps and Islands One Pattern, Twenty Questions.mp4

21 MB

~Get Your Files Here !/4 - SQL Round III Advanced Patterns Interviewers Love/13 - Pivoting, Unpivoting and Conditional Aggregation.mp4

18 MB

~Get Your Files Here !/4 - SQL Round III Advanced Patterns Interviewers Love/14 - Date-Time Gymnastics and Sessionization.mp4

24 MB

~Get Your Files Here !/4 - SQL Round III Advanced Patterns Interviewers Love/4 - Module 4 Check.html

21 kB

~Get Your Files Here !/5 - SQL Round IV Why Is This Slow Optimization/15 - Reading an Execution Plan.mp4

19 MB

~Get Your Files Here !/5 - SQL Round IV Why Is This Slow Optimization/16 - Partition Pruning and Predicate Pushdown.mp4

23 MB

~Get Your Files Here !/5 - SQL Round IV Why Is This Slow Optimization/17 - The Anti-Patterns That Tank Performance.mp4

32 MB

~Get Your Files Here !/5 - SQL Round IV Why Is This Slow Optimization/5 - Module 5 Check.html

21 kB

~Get Your Files Here !/6 - Data Modeling Dimensional Design at the Whiteboard/18 - OLTP vs OLAP and Why Models Differ.mp4

16 MB

~Get Your Files Here !/6 - Data Modeling Dimensional Design at the Whiteboard/19 - Star vs Snowflake Schema the Decision.mp4

19 MB

~Get Your Files Here !/6 - Data Modeling Dimensional Design at the Whiteboard/20 - Facts, Dimensions and Choosing the Grain.mp4

20 MB

~Get Your Files Here !/6 - Data Modeling Dimensional Design at the Whiteboard/21 - Slowly Changing Dimensions (Type 1 2 3 6).mp4

33 MB

~Get Your Files Here !/6 - Data Modeling Dimensional Design at the Whiteboard/6 - Module 6 Check.html

21 kB

~Get Your Files Here !/7 - Warehousing Concepts They Quiz You On/22 - Normalization vs Denormalization Trade-offs.mp4

31 MB

~Get Your Files Here !/7 - Warehousing Concepts They Quiz You On/23 - MPP and Columnar Storage How Warehouses Scale.mp4

30 MB

~Get Your Files Here !/7 - Warehousing Concepts They Quiz You On/24 - Kimball vs Inmon vs Data Vault.mp4

31 MB

~Get Your Files Here !/7 - Warehousing Concepts They Quiz You On/7 - Module 7 Check.html

21 kB

~Get Your Files Here !/8 - Python Round Idioms and Data Wrangling/25 - The Data-Structures Questions (dict set list).mp4

20 MB

~Get Your Files Here !/8 - Python Round Idioms and Data Wrangling/26 - Pythonic Idioms Interviewers Watch For.mp4

20 MB

~Get Your Files Here !/8 - Python Round Idioms and Data Wrangling/27 - Pandas for the Interview (and Its Traps).mp4

24 MB

~Get Your Files Here !/8 - Python Round Idioms and Data Wrangling/28 - File and API Processing Under Time Pressure.mp4

22 MB

~Get Your Files Here !/8 - Python Round Idioms and Data Wrangling/8 - Module 8 Check.html

21 kB

~Get Your Files Here !/9 - PySpark Round I The Distributed Mental Model/29 - Why Spark Exists Partitions, Cluster, Lazy Eval.mp4

28 MB

~Get Your Files Here !/9 - PySpark Round I The Distributed Mental Model/30 - Transformations vs Actions and the DAG.mp4

22 MB

~Get Your Files Here !/9 - PySpark Round I The Distributed Mental Model/31 - The DataFrame API You Must Know Cold.mp4

28 MB

~Get Your Files Here !/9 - PySpark Round I The Distributed Mental Model/9 - Module 9 Check.html

21 kB

~Get Your Files Here !/Bonus Resources.txt

70 B