[ DevCourseWeb.com ] Complete Guide to Data Lakes and Lakehouses

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种子哈希：6487823a8895a5744c8ce4eab2267f80882d6d95
文档大小：573.8 MB
文档个数：144个文档
下载次数：1118次
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收录时间：2024-09-16
最近下载：2025-05-15
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文档列表

~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.mp4 26.0 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.mp4 25.7 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.mp4 24.8 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.mp4 21.1 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/01 - Capstone project overview.mp4 13.6 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.mp4 12.9 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.mp4 12.7 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.mp4 11.4 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.mp4 11.4 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.mp4 10.8 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.mp4 10.8 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/07 - Data partitioning.mp4 10.7 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.mp4 10.5 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.mp4 10.4 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.mp4 9.7 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.mp4 9.3 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.mp4 9.1 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.mp4 8.9 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/01 - What is a data lakehouse.mp4 8.9 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.mp4 8.7 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.mp4 8.7 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.mp4 8.6 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.mp4 8.5 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.mp4 8.4 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.mp4 8.4 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/01 - What is a data lake.mp4 8.2 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/05 - Error handling, logging, and monitoring.mp4 8.1 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.mp4 8.1 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.mp4 7.9 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.mp4 7.7 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.mp4 7.6 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.mp4 7.5 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.mp4 7.2 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.mp4 7.2 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.mp4 7.2 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.mp4 7.0 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.mp4 7.0 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/01 - Unified analytics platforms Databricks and Snowflake.mp4 6.9 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.mp4 6.9 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.mp4 6.9 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.mp4 6.7 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.mp4 6.5 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.mp4 6.5 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.mp4 6.4 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/04 - Data lake vs. data warehouse.mp4 6.3 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.mp4 6.2 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/01 - Data ingestion methods.mp4 6.1 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.mp4 6.1 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.mp4 6.0 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/01 - Storage types.mp4 5.9 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.mp4 5.9 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/05 - Data lake vs. data mesh.mp4 5.8 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/01 - Introduction to data management and governance.mp4 5.8 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.mp4 5.7 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.mp4 5.5 MB
~Get Your Files Here !/01 - Introduction/03 - Capstone project preview.mp4 5.2 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/05 - File formats.mp4 5.2 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/03 - Data cataloging.mp4 5.1 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.mp4 5.1 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/02 - Metadata management.mp4 4.7 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.mp4 4.7 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/02 - Data model overview.mp4 4.5 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.mp4 3.7 MB
~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.mp4 3.4 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.mp4 3.0 MB
~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.mp4 3.0 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.mp4 2.9 MB
~Get Your Files Here !/01 - Introduction/01 - Data lakes, lakehouses, and more.mp4 2.9 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).mp4 2.6 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 2.5 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.mp4 1.9 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.srt 13.1 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.srt 11.9 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.srt 11.6 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.srt 10.6 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/01 - Capstone project overview.srt 10.5 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.srt 10.1 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/07 - Data partitioning.srt 9.2 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.srt 9.2 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.srt 9.1 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.srt 8.7 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.srt 8.3 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.srt 7.7 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.srt 7.6 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.srt 7.6 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.srt 7.6 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.srt 7.4 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/01 - What is a data lakehouse.srt 7.1 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.srt 7.0 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.srt 6.9 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.srt 6.9 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.srt 6.8 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.srt 6.7 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.srt 6.6 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.srt 6.6 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.srt 6.5 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.srt 6.5 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.srt 6.5 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/05 - Error handling, logging, and monitoring.srt 6.4 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.srt 6.3 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.srt 6.2 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.srt 6.1 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.srt 6.1 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.srt 6.0 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.srt 6.0 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.srt 5.9 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.srt 5.8 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.srt 5.6 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/05 - Data lake vs. data mesh.srt 5.5 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/01 - Unified analytics platforms Databricks and Snowflake.srt 5.5 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.srt 5.5 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.srt 5.4 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.srt 5.4 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/05 - File formats.srt 5.4 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.srt 5.4 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/04 - Data lake vs. data warehouse.srt 5.4 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/01 - What is a data lake.srt 5.4 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.srt 5.2 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/01 - Data ingestion methods.srt 5.1 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.srt 5.1 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.srt 5.1 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.srt 5.0 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.srt 4.8 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.srt 4.7 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.srt 4.7 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/03 - Data cataloging.srt 4.6 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/02 - Data model overview.srt 4.5 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/01 - Introduction to data management and governance.srt 4.5 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/02 - Metadata management.srt 4.4 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.srt 4.3 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/01 - Storage types.srt 4.3 kB
~Get Your Files Here !/01 - Introduction/03 - Capstone project preview.srt 4.2 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.srt 4.0 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.srt 3.7 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.srt 3.0 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).srt 2.7 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.srt 2.0 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.srt 1.9 kB
~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.srt 1.5 kB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.5 kB
~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.srt 1.3 kB
~Get Your Files Here !/01 - Introduction/01 - Data lakes, lakehouses, and more.srt 1.1 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

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