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[ DevCourseWeb com ] Udemy - Snowflake - Build and Architect Data pipelines using AWS
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01 - Introduction
001 Instructor Introduction.mp4
001 Instructor Introduction_en.vtt
002 Course Roadmap.mp4
002 Course Roadmap_en.vtt
003 Prerequisites and How to Success in this course.mp4
003 Prerequisites and How to Success in this course_en.vtt
004 Clone Github Repo.html
external-assets-links.txt
02 - Introduction to Snowflake and AWS
001 What is a data-warehouse.mp4
001 What is a data-warehouse_en.vtt
002 Two Aspects of a Data Ecosystem.mp4
002 Two Aspects of a Data Ecosystem_en.vtt
003 Lab - Setup Snowflake Trial Account.mp4
003 Lab - Setup Snowflake Trial Account_en.vtt
004 Snowflake Architecture.mp4
004 Snowflake Architecture_en.vtt
005 Snowflake Object Heirarchy.mp4
005 Snowflake Object Heirarchy_en.vtt
006 Snowflake - Virtual Warehouses.mp4
006 Snowflake - Virtual Warehouses_en.vtt
007 Snowflake - Different Billing Components.mp4
007 Snowflake - Different Billing Components_en.vtt
008 Snowflake - Track your consumption.mp4
008 Snowflake - Track your consumption_en.vtt
009 Snowflake- Resource Monitors.mp4
009 Snowflake- Resource Monitors_en.vtt
40298744-consumption-tracking.sql
03 - Snowflake - Tables
001 Introduction - Different Tables in Snowflake.mp4
001 Introduction - Different Tables in Snowflake_en.vtt
002 Lab - Create Tables in Snowflake.mp4
002 Lab - Create Tables in Snowflake_en.vtt
003 Snowflake - Views , Materialized Views and Secure Views.mp4
003 Snowflake - Views , Materialized Views and Secure Views_en.vtt
004 Lab - Create Views in Snowflake.mp4
004 Lab - Create Views in Snowflake_en.vtt
005 Lab - Create Secure Views in Snowflake.mp4
005 Lab - Create Secure Views in Snowflake_en.vtt
006 More about Views in Snowflake.mp4
006 More about Views in Snowflake_en.vtt
40300988-Section-3-Tables-Views.zip
40301098-Section-3-Tables-Views.zip
40301126-Section-3-Tables-Views.zip
40301130-Section-3-Tables-Views.zip
40301140-Section-3-Tables-Views.zip
Section 3- Different Type of Tables
create-role-to-test-security.sql
external_tables.sql
initial_setup.sql
table_types.sql
views-materialized_views.sql
__MACOSX
_Section 3- Different Type of Tables
external-assets-links.txt
04 - Snowflake - Partitioning , Clustering and Performance Optimization
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Introduction to partitions and clustering keys.mp4
002 Introduction to partitions and clustering keys_en.vtt
003 Lab - Micropartitions and Clustering keys.mp4
003 Lab - Micropartitions and Clustering keys_en.vtt
004 Benefits of Micro-partitions and Clustering.mp4
004 Benefits of Micro-partitions and Clustering_en.vtt
005 Understanding Clustering Depth and Cluster Overlap.mp4
005 Understanding Clustering Depth and Cluster Overlap_en.vtt
006 Lab - Selecting your clustering Keys.mp4
006 Lab - Selecting your clustering Keys_en.vtt
007 Lab - Check Query Profile and history.mp4
007 Lab - Check Query Profile and history_en.vtt
008 Lab - Query Processing and Caching.mp4
008 Lab - Query Processing and Caching_en.vtt
009 Search Optimization Feature.mp4
009 Search Optimization Feature_en.vtt
40301406-Section-4-Micropartitions-Clustering.zip
Section 4-Micropartitions & Clustering
caching_sql_example.sql
clustering_key_considerations.sql
initial_setup.sql
query_history.sql
recreate_tables_with_CK.sql
search_optimization.sql
selecting_clustering_keys.sql
sql_commands.sql
__MACOSX
_Section 4-Micropartitions & Clustering
external-assets-links.txt
05 - Snowflake - Data LoadingIngestion and Extraction
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Data Ingestion - Real World Use Cases.mp4
002 Data Ingestion - Real World Use Cases_en.vtt
003 Lab - Create an Integration Object to Connect Snowflake with AWS S3.mp4
003 Lab - Create an Integration Object to Connect Snowflake with AWS S3_en.vtt
004 Lab - Ingest CSV from S3 to Snowflake.mp4
004 Lab - Ingest CSV from S3 to Snowflake_en.vtt
005 Lab - Ingest JSON from S3 to Snowflake.mp4
005 Lab - Ingest JSON from S3 to Snowflake_en.vtt
006 Introduction to Continuous Data Ingestion in Snowflake.mp4
006 Introduction to Continuous Data Ingestion in Snowflake_en.vtt
007 Lab - Create and implement Snowpipe.mp4
007 Lab - Create and implement Snowpipe_en.vtt
008 Snowpipe - Billing Estimation and Key Considerations for Data Ingestion.mp4
008 Snowpipe - Billing Estimation and Key Considerations for Data Ingestion_en.vtt
009 Lab - ExtractingUnload Data from Snowflake to S3.mp4
009 Lab - ExtractingUnload Data from Snowflake to S3_en.vtt
40301624-Section-5-Data-Loading-into-Snowflake.zip
Section 5-Data Loading into Snowflake
Unloading-data.sql
auto-ingestion-snowpipe.sql
aws-snowflake-setup.sql
create-file-formats.sql
initial_setup.sql
load_csv_into_sf.sql
load_json_into_sf.sql
load_parquet_into_sf.sql
__MACOSX
_Section 5-Data Loading into Snowflake
external-assets-links.txt
06 - Snowflake - Tasks and Query Scheduling
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Introduction to Tasks.mp4
002 Introduction to Tasks_en.vtt
003 Lab - Create Standalone and Dependent tree of tasks.mp4
003 Lab - Create Standalone and Dependent tree of tasks_en.vtt
004 Lab - Billing and Query History for Tasks.mp4
004 Lab - Billing and Query History for Tasks_en.vtt
40301970-Section-6-Tasks-Query-Scheduling.zip
Section 6 - Tasks & Query Scheduling
DS_Store
create_task_role.sql
create_tasks.sql
initial_setup.sql
__MACOSX
Section 6 - Tasks & Query Scheduling
_.DS_Store
_Section 6 - Tasks & Query Scheduling
external-assets-links.txt
07 - Snowflake - Streams and Change Data Capture
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Introduction to Streams.mp4
002 Introduction to Streams_en.vtt
003 Lab - Implement Standard Streams.mp4
003 Lab - Implement Standard Streams_en.vtt
004 Lab - Implement Append-Only Streams.mp4
004 Lab - Implement Append-Only Streams_en.vtt
005 Lab - Streams in a Transaction.mp4
005 Lab - Streams in a Transaction_en.vtt
006 Streams - Data Retention and Staleness.mp4
006 Streams - Data Retention and Staleness_en.vtt
007 Lab - Change Tracking using Changes.mp4
007 Lab - Change Tracking using Changes_en.vtt
008 Project Overview.mp4
008 Project Overview_en.vtt
009 Lab - Create Streams - Project Solution Part-1.mp4
009 Lab - Create Streams - Project Solution Part-1_en.vtt
010 Lab - Create Streams - Part-1 Continuation.mp4
010 Lab - Create Streams - Part-1 Continuation_en.vtt
011 Lab - End to End Pipeline in Action.mp4
011 Lab - End to End Pipeline in Action_en.vtt
40302676-Section-7-Streams-CDC.zip
Section 7-Streams & CDC
DS_Store
append-only-streams.sql
automatic-ingestion-pipeline-part1.sql
automatic-ingestion-pipeline-part2.sql
automatic-ingestion-using-streams.sql
change-tracking-cdc.sql
initial_setup.sql
json files for loading
data_0_0_0.json
data_0_1_0.json
data_0_2_0.json
data_0_3_0.json
data_0_4_0.json
data_0_5_0.json
standard-delta-streams.sql
streams-in-transactions.sql
__MACOSX
Section 7-Streams & CDC
_.DS_Store
json files for loading
_data_0_0_0.json.gz
_data_0_1_0.json.gz
_data_0_2_0.json.gz
_data_0_3_0.json.gz
_data_0_4_0.json.gz
_data_0_5_0.json.gz
_Section 7-Streams & CDC
external-assets-links.txt
08 - Snowflake - User Defined Functions
001 Introduction to User Defined Functions and UDF Types.mp4
001 Introduction to User Defined Functions and UDF Types_en.vtt
002 Lab - Write and implement a Scalar UDF.mp4
002 Lab - Write and implement a Scalar UDF_en.vtt
003 Lab - Write Tabular UDF in SQL.mp4
003 Lab - Write Tabular UDF in SQL_en.vtt
004 Lab - Implement Javascript UDFs.mp4
004 Lab - Implement Javascript UDFs_en.vtt
005 What is Pushdown in UDF.mp4
005 What is Pushdown in UDF_en.vtt
006 Lab - How can pushdown expose the underlying data.mp4
006 Lab - How can pushdown expose the underlying data_en.vtt
007 Lab - Write Secure UDFs.mp4
007 Lab - Write Secure UDFs_en.vtt
40304386-Section-8-UDF.zip
Section 8-UDF
create-role-to-test-udf-security.sql
initial_setup.sql
javascript_udf.sql
sql_udf.sql
__MACOSX
_Section 8-UDF
external-assets-links.txt
09 - Snowflake - External Functions
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Introduction to External Functions.mp4
002 Introduction to External Functions_en.vtt
003 Lab - Write Deploy AWS Lambda Function.mp4
003 Lab - Write Deploy AWS Lambda Function_en.vtt
004 Lab - Create API Gateway.mp4
004 Lab - Create API Gateway_en.vtt
005 Lab - Securing and Deploy API Gateway.mp4
005 Lab - Securing and Deploy API Gateway_en.vtt
006 Lab - Create External Function in Snowflake.mp4
006 Lab - Create External Function in Snowflake_en.vtt
40304616-Section-9-External-Functions.zip
Section 9-External Functions
DS_Store
ext-function-integration.sql
initial_setup.sql
lambda_function.py
tracking_sheet.txt
~$acking_sheet.txt
__MACOSX
Section 9-External Functions
_.DS_Store
_tracking_sheet.txt
_~$acking_sheet.txt
_Section 9-External Functions
external-assets-links.txt
10 - Snowflake with Python,Spark and Airflow on AWS
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Lab - Connect Python with Snowflake in your local machine.mp4
002 Lab - Connect Python with Snowflake in your local machine_en.vtt
003 Introduction to AWS Glue.mp4
003 Introduction to AWS Glue_en.vtt
004 Lab - Deploy and execute python script to AWS Glue.mp4
004 Lab - Deploy and execute python script to AWS Glue_en.vtt
005 Lab - Parameterize your python script on AWS Glue.mp4
005 Lab - Parameterize your python script on AWS Glue_en.vtt
006 Lab - Python Pandas with Snowflake on AWS Glue.mp4
006 Lab - Python Pandas with Snowflake on AWS Glue_en.vtt
007 What is Pushdown in Spark 3.1.mp4
007 What is Pushdown in Spark 3.1_en.vtt
008 Lab - Deploy a Pyspark script using AWS Glue.mp4
008 Lab - Deploy a Pyspark script using AWS Glue_en.vtt
009 Lab - Setup Managed Airflow Cluster on AWS.mp4
009 Lab - Setup Managed Airflow Cluster on AWS_en.vtt
010 Lab - Configure Snowflake Connectivity in Airflow.mp4
010 Lab - Configure Snowflake Connectivity in Airflow_en.vtt
011 Lab - Deploy a PySpark Transformation job in AWS Glue.mp4
011 Lab - Deploy a PySpark Transformation job in AWS Glue_en.vtt
012 Lab - Setup Airflow DAG.mp4
012 Lab - Setup Airflow DAG_en.vtt
40305480-Section-10-AWS-Python-SF.zip
Section 10-AWS-Python-SF
DS_Store
airflow-code
DS_Store
dags
DS_Store
airflow-dag.py
connect-sf.py
data-to-be-ingested
data_0_4_0.csv
pre-requisite-steps
preparation.sql
steps.sql
requirements.txt
glue-python-params.py
glue-python.py
initial_setup.sql
pandas-sf.py
pyspark-sf.py
pyspark_orders_transform.py
python-sf-local.py
spark-jars
DS_Store
__MACOSX
_snowflake-jdbc-3.13.15.jar
_spark-snowflake_2.12-2.9.2-spark_3.1.jar
snowflake-jdbc-3.13.15.jar
spark-snowflake_2.12-2.9.2-spark_3.1.jar
whl
snowflake_connector_python-2.3.8-py3-none-any.whl
__MACOSX
Section 10-AWS-Python-SF
_.DS_Store
_glue-python-params.py
_pandas-sf.py
_pyspark-sf.py
_python-sf-local.py
airflow-code
_.DS_Store
_requirements.txt
dags
_.DS_Store
_airflow-dag.py
data-to-be-ingested
_data_0_4_0.csv.gz
spark-jars
_.DS_Store
_Jar-Archive.zip
whl
_snowflake_connector_python-2.3.8-py3-none-any.whl
_Section 10-AWS-Python-SF
11 - Real Time Streaming with Kafka and Snowflake
001 Section Overview.mp4
001 Section Overview_en.vtt
002 Lab - Download the necessary JAR Files.mp4
002 Lab - Download the necessary JAR Files_en.vtt
003 Lab - Setup Kafka in your local system.mp4
003 Lab - Setup Kafka in your local system_en.vtt
004 Lab - Setup Kafka Snowflake Connector.mp4
004 Lab - Setup Kafka Snowflake Connector_en.vtt
005 Lab - Setup Encryption Keys for Kafka-Snowflake Connectivity.mp4
005 Lab - Setup Encryption Keys for Kafka-Snowflake Connectivity_en.vtt
006 Lab - Streaming Data in Action.mp4
006 Lab - Streaming Data in Action_en.vtt
40305582-Section-11-kafka-streaming-snowflake.zip
Section 11 -kafka-streaming-snowflake
DS_Store
fake_data.py
initial_setup.sql
kafka-required-files
DS_Store
SF_connect.properties
connect-standalone.properties
kafka_bash_commands.sh
needed_jars
DS_Store
bc-fips-1.0.1.jar
bcpkix-fips-1.0.3.jar
snowflake-kafka-connector-1.6.3.jar
snowflake-kafka-connector-1.7.1.jar
producer.py
__MACOSX
Section 11 -kafka-streaming-snowflake
_.DS_Store
kafka-required-files
_.DS_Store
_SF_connect.properties
_connect-standalone.properties
needed_jars
_.DS_Store
_bc-fips-1.0.1.jar
_bcpkix-fips-1.0.3.jar
_snowflake-kafka-connector-1.6.3.jar
_snowflake-kafka-connector-1.7.1.jar
_Section 11 -kafka-streaming-snowflake
external-assets-links.txt
12 - Snowflake - Data Protection and Governance
001 Section Overview.mp4
001 Section Overview_en.vtt
002 What is TimeTravel and Failsafe in Snowflake.mp4
002 What is TimeTravel and Failsafe in Snowflake_en.vtt
003 Lab - Time Travel and Data Recovery.mp4
003 Lab - Time Travel and Data Recovery_en.vtt
004 Lab - Column Level Dynamic Data Masking.mp4
004 Lab - Column Level Dynamic Data Masking_en.vtt
005 What is Row Level Security.mp4
005 What is Row Level Security_en.vtt
006 Lab - Create and implement Row Level Access Policy.mp4
006 Lab - Create and implement Row Level Access Policy_en.vtt
007 Thank You and Whats more to come.mp4
007 Thank You and Whats more to come_en.vtt
40305850-Section-12-Data-Governance-Security.zip
Section 12-Data Governance & Security
create_role.sql
initial_setup.sql
masking_policies.sql
row-level-policy.sql
time-travel.sql
__MACOSX
_Section 12-Data Governance & Security
external-assets-links.txt
Bonus Resources.txt
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