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

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182 B

~Get Your Files Here !/01 - Introduction/01 - Data lakes, lakehouses, and more.mp4

2.74 MB

~Get Your Files Here !/01 - Introduction/01 - Data lakes, lakehouses, and more.srt

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~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4

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~Get Your Files Here !/01 - Introduction/02 - What you should know.srt

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~Get Your Files Here !/01 - Introduction/03 - Capstone project preview.mp4

4.98 MB

~Get Your Files Here !/01 - Introduction/03 - Capstone project preview.srt

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/01 - What is a data lake.mp4

7.82 MB

~Get Your Files Here !/02 - 1. Introduction to Data Lakes/01 - What is a data lake.srt

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.mp4

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.srt

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.mp4

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.srt

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/04 - Data lake vs. data warehouse.mp4

5.97 MB

~Get Your Files Here !/02 - 1. Introduction to Data Lakes/04 - Data lake vs. data warehouse.srt

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~Get Your Files Here !/02 - 1. Introduction to Data Lakes/05 - Data lake vs. data mesh.mp4

5.53 MB

~Get Your Files Here !/02 - 1. Introduction to Data Lakes/05 - Data lake vs. data mesh.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/01 - Storage types.mp4

5.67 MB

~Get Your Files Here !/03 - 2. Storage In Data Lakes/01 - Storage types.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.mp4

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.mp4

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.mp4

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/05 - File formats.mp4

4.96 MB

~Get Your Files Here !/03 - 2. Storage In Data Lakes/05 - File formats.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.mp4

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.srt

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~Get Your Files Here !/03 - 2. Storage In Data Lakes/07 - Data partitioning.mp4

10.23 MB

~Get Your Files Here !/03 - 2. Storage In Data Lakes/07 - Data partitioning.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/01 - Data ingestion methods.mp4

5.85 MB

~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/01 - Data ingestion methods.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.mp4

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.mp4

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.mp4

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/05 - Error handling, logging, and monitoring.mp4

7.72 MB

~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/05 - Error handling, logging, and monitoring.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.mp4

10 MB

~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.srt

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.mp4

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~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/01 - Introduction to data management and governance.mp4

5.53 MB

~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/01 - Introduction to data management and governance.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/02 - Metadata management.mp4

4.49 MB

~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/02 - Metadata management.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/03 - Data cataloging.mp4

4.89 MB

~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/03 - Data cataloging.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.mp4

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.mp4

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.srt

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.mp4

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~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.srt

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/01 - What is a data lakehouse.mp4

8.48 MB

~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/01 - What is a data lakehouse.srt

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.mp4

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.srt

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.mp4

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.srt

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.mp4

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~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.srt

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.mp4

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~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/01 - Unified analytics platforms Databricks and Snowflake.mp4

6.58 MB

~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/01 - Unified analytics platforms Databricks and Snowflake.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.mp4

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.mp4

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.mp4

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.mp4

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.srt

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.mp4

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~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/01 - Capstone project overview.mp4

12.96 MB

~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/01 - Capstone project overview.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/02 - Data model overview.mp4

4.34 MB

~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/02 - Data model overview.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.srt

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.mp4

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~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.srt

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.mp4

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~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.srt

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.mp4

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~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.srt

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~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.mp4

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~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.srt

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~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.mp4

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~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.srt

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~Get Your Files Here !/Bonus Resources.txt

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