DevCourseWeb com Complete Guide to Data Lakes and Lakehouses | 6487823A8895A5744C8CE4EAB2267F80882D6D95

DevCourseWeb com Complete Guide to Data Lakes and Lakehouses

Name	[ DevCourseWeb.com ] Complete Guide to Data Lakes and Lakehouses	DOWNLOAD Copy Link
Total Size	573.8 MB
Total Files	144
Last Seen	2024-12-21 01:18
Hash	6487823A8895A5744C8CE4EAB2267F80882D6D95

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Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Data lakes, lakehouses, and more.mp4	2.9 MB
01 - Data lakes, lakehouses, and more.srt	1.1 KB
02 - What you should know.mp4	2.5 MB
02 - What you should know.srt	1.5 KB
03 - Capstone project preview.mp4	5.2 MB
03 - Capstone project preview.srt	4.2 KB
/.../02 - 1. Introduction to Data Lakes/
01 - What is a data lake.mp4	8.2 MB
01 - What is a data lake.srt	5.4 KB
02 - Origins and evolution.mp4	6.7 MB
02 - Origins and evolution.srt	5.4 KB
03 - Architecture core components.mp4	8.4 MB
03 - Architecture core components.srt	6.8 KB
04 - Data lake vs. data warehouse.mp4	6.3 MB
04 - Data lake vs. data warehouse.srt	5.4 KB
05 - Data lake vs. data mesh.mp4	5.8 MB
05 - Data lake vs. data mesh.srt	5.5 KB
/.../03 - 2. Storage In Data Lakes/
01 - Storage types.mp4	5.9 MB
01 - Storage types.srt	4.3 KB
02 - Storage hosting.mp4	6.4 MB
02 - Storage hosting.srt	5.4 KB
03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.mp4	7.2 MB
03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.srt	6.1 KB
04 - Folder structures.mp4	7.2 MB
04 - Folder structures.srt	7.6 KB
05 - File formats.mp4	5.2 MB
05 - File formats.srt	5.4 KB
06 - Data compression.mp4	6.5 MB
06 - Data compression.srt	6.5 KB
07 - Data partitioning.mp4	10.7 MB
07 - Data partitioning.srt	9.2 KB
/.../04 - 3. Data Ingestion in Data Lakes/
01 - Data ingestion methods.mp4	6.1 MB
01 - Data ingestion methods.srt	5.1 KB
02 - ETL vs. ELT.mp4	5.1 MB
02 - ETL vs. ELT.srt	4.0 KB
03 - Data transformation.mp4	6.1 MB
03 - Data transformation.srt	5.6 KB
04 - Data quality.mp4	8.4 MB
04 - Data quality.srt	6.2 KB
05 - Error handling, logging, and monitoring.mp4	8.1 MB
05 - Error handling, logging, and monitoring.srt	6.4 KB
06 - Orchestration.mp4	10.5 MB
06 - Orchestration.srt	8.7 KB
07 - Data ingestion platforms.mp4	7.7 MB
07 - Data ingestion platforms.srt	7.0 KB
/.../05 - 4. Data Management and Governance in Data Lakes/
01 - Introduction to data management and governance.mp4	5.8 MB
01 - Introduction to data management and governance.srt	4.5 KB
02 - Metadata management.mp4	4.7 MB
02 - Metadata management.srt	4.4 KB
03 - Data cataloging.mp4	5.1 MB
03 - Data cataloging.srt	4.6 KB
04 - Data lineage.mp4	3.0 MB
04 - Data lineage.srt	3.0 KB
05 - Data security, privacy, and compliance.mp4	5.5 MB
05 - Data security, privacy, and compliance.srt	5.0 KB
06 - Data management tools and platforms.mp4	8.1 MB
06 - Data management tools and platforms.srt	6.9 KB
/.../06 - 5. Introduction to Data Lakehouses/
01 - What is a data lakehouse.mp4	8.9 MB
01 - What is a data lakehouse.srt	7.1 KB
02 - ACID transactions.mp4	7.0 MB
02 - ACID transactions.srt	7.4 KB
03 - Schema management.mp4	8.6 MB
03 - Schema management.srt	7.6 KB
04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.mp4	8.7 MB
04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.srt	7.6 KB
/.../07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/
01 - Introduction to data consumption.mp4	10.8 MB
01 - Introduction to data consumption.srt	8.3 KB
02 - Unified data analysis Spark.mp4	6.9 MB
02 - Unified data analysis Spark.srt	7.7 KB
03 - SQL on Hadoop Hive and Impala.mp4	5.9 MB
03 - SQL on Hadoop Hive and Impala.srt	5.1 KB
04 - Interactive query engines Presto and Trino.mp4	6.0 MB
04 - Interactive query engines Presto and Trino.srt	5.2 KB
05 - Data indexing.mp4	6.9 MB
05 - Data indexing.srt	6.9 KB
06 - Optimizing query performance.mp4	10.8 MB
06 - Optimizing query performance.srt	10.1 KB
07 - Data consumption security considerations.mp4	8.5 MB
07 - Data consumption security considerations.srt	6.3 KB
/.../08 - 7. Advanced Data Platforms for Lakes and Lakehouses/
01 - Unified analytics platforms Databricks and Snowflake.mp4	6.9 MB
01 - Unified analytics platforms Databricks and Snowflake.srt	5.5 KB
02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.mp4	7.6 MB
02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.srt	6.1 KB
03 - Self-service data platforms Dremio and Starburst.mp4	6.5 MB
03 - Self-service data platforms Dremio and Starburst.srt	5.9 KB
04 - Interactive notebooks Jupyter, Zeppelin, Databricks.mp4	9.1 MB
04 - Interactive notebooks Jupyter, Zeppelin, Databricks.srt	6.5 KB
05 - BI tools Tableau, Power BI, Superset, Metabase.mp4	7.2 MB
05 - BI tools Tableau, Power BI, Superset, Metabase.srt	6.7 KB
06 - APIs and services for data consumption.mp4	6.2 MB
06 - APIs and services for data consumption.srt	5.5 KB
/.../09 - 8. Capstone Building a Data Lakehouse/
01 - Capstone project overview.mp4	13.6 MB
01 - Capstone project overview.srt	10.5 KB
02 - Data model overview.mp4	4.5 MB
02 - Data model overview.srt	4.5 KB
03 - Project installation and code walkthrough.mp4	12.9 MB
03 - Project installation and code walkthrough.srt	9.2 KB
04 - Infrastructure setup.mp4	12.7 MB
04 - Infrastructure setup.srt	9.1 KB
05 - Raw data ingestion.mp4	26.0 MB
05 - Raw data ingestion.srt	11.9 KB
06 - Transformation models overview.mp4	9.3 MB
06 - Transformation models overview.srt	6.0 KB
07 - Solution Build a data model with SQL.mp4	2.9 MB
07 - Solution Build a data model with SQL.srt	2.0 KB
08 - Executing data transformations.mp4	8.7 MB
08 - Executing data transformations.srt	4.7 KB
09 - Data orchestration.mp4	8.9 MB
09 - Data orchestration.srt	4.7 KB
/.../10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/
01 - Dremio walkthrough.mp4	5.7 MB
01 - Dremio walkthrough.srt	4.8 KB
02 - Executing queries and creating virtual datasets.mp4	10.4 MB
02 - Executing queries and creating virtual datasets.srt	6.5 KB
03 - Creating complex virtual datasets using SQL.mp4	7.5 MB
03 - Creating complex virtual datasets using SQL.srt	5.1 KB
04 - Connecting Dremio to Apache Superset.mp4	4.7 MB
04 - Connecting Dremio to Apache Superset.srt	4.3 KB
05 - Creating a marketing dashboard.mp4	21.1 MB
05 - Creating a marketing dashboard.srt	11.6 KB
06 - Connecting Dremio to Jupyter Notebook.mp4	11.4 MB
06 - Connecting Dremio to Jupyter Notebook.srt	6.0 KB
07 - Advanced product reviews analytics.mp4	24.8 MB
07 - Advanced product reviews analytics.srt	13.1 KB
08 - Solution Vehicle health analytics in Jupyter.mp4	9.7 MB
08 - Solution Vehicle health analytics in Jupyter.srt	5.4 KB
/.../11 - 10. Capstone Generative AI in the Lakehouse/
01 - Introduction to LLMs and vector embeddings Llama.mp4	7.0 MB
01 - Introduction to LLMs and vector embeddings Llama.srt	6.6 KB
02 - Introduction to RAG (retrieval-augmented generation).mp4	2.6 MB
02 - Introduction to RAG (retrieval-augmented generation).srt	2.7 KB
03 - Introduction to vector databases Chroma.mp4	3.7 MB
03 - Introduction to vector databases Chroma.srt	3.7 KB
04 - What is Langchain.mp4	1.9 MB
04 - What is Langchain.srt	1.9 KB
05 - Generative AI project overview Sales copilot.mp4	7.9 MB
05 - Generative AI project overview Sales copilot.srt	6.6 KB
06 - Installation and code walkthrough.mp4	11.4 MB
06 - Installation and code walkthrough.srt	5.8 KB
07 - Project execution Using the copilot.mp4	25.7 MB
07 - Project execution Using the copilot.srt	10.6 KB
/12 - Conclusion/
01 - Recap and key takeaways.mp4	3.4 MB
01 - Recap and key takeaways.srt	1.5 KB
02 - Next steps on your data journey.mp4	3.0 MB
02 - Next steps on your data journey.srt	1.3 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 144