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File	Size
Get Bonus Downloads Here.url	182.00 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	1.08 kB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4	2.40 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt	1.46 kB
~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	4.14 kB
~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	5.23 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.mp4	6.42 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/02 - Origins and evolution.srt	5.25 kB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.mp4	8.01 MB
~Get Your Files Here !/02 - 1. Introduction to Data Lakes/03 - Architecture core components.srt	6.60 kB
~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	5.23 kB
~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	5.40 kB
~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	4.18 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.mp4	6.06 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/02 - Storage hosting.srt	5.30 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.mp4	6.85 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/03 - Storage solutions S3, GCS and Azure Blob Storage and HDFS.srt	5.92 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.mp4	6.91 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/04 - Folder structures.srt	7.42 kB
~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	5.25 kB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.mp4	6.24 MB
~Get Your Files Here !/03 - 2. Storage In Data Lakes/06 - Data compression.srt	6.39 kB
~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	8.96 kB
~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	4.98 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.mp4	4.83 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/02 - ETL vs. ELT.srt	3.95 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.mp4	5.81 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/03 - Data transformation.srt	5.45 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.mp4	8.01 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/04 - Data quality.srt	6.04 kB
~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	6.28 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.mp4	10.00 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/06 - Orchestration.srt	8.50 kB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.mp4	7.39 MB
~Get Your Files Here !/04 - 3. Data Ingestion in Data Lakes/07 - Data ingestion platforms.srt	6.80 kB
~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	4.35 kB
~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	4.34 kB
~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	4.46 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.mp4	2.88 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/04 - Data lineage.srt	2.90 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.mp4	5.27 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/05 - Data security, privacy, and compliance.srt	4.91 kB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.mp4	7.70 MB
~Get Your Files Here !/05 - 4. Data Management and Governance in Data Lakes/06 - Data management tools and platforms.srt	6.71 kB
~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	6.95 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.mp4	6.71 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/02 - ACID transactions.srt	7.18 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.mp4	8.22 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/03 - Schema management.srt	7.42 kB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.mp4	8.27 MB
~Get Your Files Here !/06 - 5. Introduction to Data Lakehouses/04 - Table formats Delta Lake, Apache Iceberg, Apache Hudi.srt	7.43 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.mp4	10.28 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/01 - Introduction to data consumption.srt	8.06 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.mp4	6.58 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/02 - Unified data analysis Spark.srt	7.53 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.mp4	5.63 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/03 - SQL on Hadoop Hive and Impala.srt	4.95 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.mp4	5.71 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/04 - Interactive query engines Presto and Trino.srt	5.10 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.mp4	6.57 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/05 - Data indexing.srt	6.73 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.mp4	10.30 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/06 - Optimizing query performance.srt	9.87 kB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.mp4	8.06 MB
~Get Your Files Here !/07 - 6. Data Consumption and Query Engines in Lakes and Lakehouses/07 - Data consumption security considerations.srt	6.12 kB
~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	5.39 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.mp4	7.22 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/02 - Cloud data warehouses BigQuery, Azure Synapse, and Redshift.srt	5.91 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.mp4	6.20 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/03 - Self-service data platforms Dremio and Starburst.srt	5.77 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.mp4	8.65 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/04 - Interactive notebooks Jupyter, Zeppelin, Databricks.srt	6.35 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.mp4	6.84 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/05 - BI tools Tableau, Power BI, Superset, Metabase.srt	6.51 kB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.mp4	5.90 MB
~Get Your Files Here !/08 - 7. Advanced Data Platforms for Lakes and Lakehouses/06 - APIs and services for data consumption.srt	5.36 kB
~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	10.23 kB
~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	4.44 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.mp4	12.31 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/03 - Project installation and code walkthrough.srt	8.95 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.mp4	12.07 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/04 - Infrastructure setup.srt	8.87 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.mp4	24.78 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/05 - Raw data ingestion.srt	11.63 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.mp4	8.90 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/06 - Transformation models overview.srt	5.86 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.mp4	2.78 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/07 - Solution Build a data model with SQL.srt	1.95 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.mp4	8.28 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/08 - Executing data transformations.srt	4.57 kB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.mp4	8.51 MB
~Get Your Files Here !/09 - 8. Capstone Building a Data Lakehouse/09 - Data orchestration.srt	4.55 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.mp4	5.44 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/01 - Dremio walkthrough.srt	4.69 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.mp4	9.93 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/02 - Executing queries and creating virtual datasets.srt	6.38 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.mp4	7.16 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/03 - Creating complex virtual datasets using SQL.srt	4.97 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.mp4	4.44 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/04 - Connecting Dremio to Apache Superset.srt	4.23 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.mp4	20.15 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/05 - Creating a marketing dashboard.srt	11.31 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.mp4	10.90 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/06 - Connecting Dremio to Jupyter Notebook.srt	5.89 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.mp4	23.67 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/07 - Advanced product reviews analytics.srt	12.77 kB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.mp4	9.29 MB
~Get Your Files Here !/10 - 9. Capstone BI, Advanced Analytics, and ML in the Lakehouse/08 - Solution Vehicle health analytics in Jupyter.srt	5.32 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.mp4	6.63 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/01 - Introduction to LLMs and vector embeddings Llama.srt	6.40 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).mp4	2.51 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/02 - Introduction to RAG (retrieval-augmented generation).srt	2.60 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.mp4	3.49 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/03 - Introduction to vector databases Chroma.srt	3.60 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.mp4	1.79 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/04 - What is Langchain.srt	1.86 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.mp4	7.58 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/05 - Generative AI project overview Sales copilot.srt	6.40 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.mp4	10.92 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/06 - Installation and code walkthrough.srt	5.64 kB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.mp4	24.53 MB
~Get Your Files Here !/11 - 10. Capstone Generative AI in the Lakehouse/07 - Project execution Using the copilot.srt	10.37 kB
~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.mp4	3.24 MB
~Get Your Files Here !/12 - Conclusion/01 - Recap and key takeaways.srt	1.48 kB
~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.mp4	2.85 MB
~Get Your Files Here !/12 - Conclusion/02 - Next steps on your data journey.srt	1.32 kB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

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

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Released: 08/2024
Duration: 5h 39m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 547 MB
Level: Advanced | Genre: eLearning | Language: English

In this course, data engineer and technical writer Thalia Barrera offers an introductory yet comprehensive overview of data lakes. Learn about key concepts like data lake architecture, operation, and integration with existing data systems. Delve into how data lakes are integral to AI and machine learning workflows. Go over the differences between data lakes, data warehouses, and databases. Explore various data formats and their applicability in a data lake environment. Use included hands-on exercises to practice setting up a basic data lake and performing simple data operations. When you finish this course, you will be equipped to make informed decisions about implementing and managing data lakes in your organization.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...