Google Cloud Professional Data Engineer A Complete Guide

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12.51 GB | 22min 32s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Welcome and Course Introduction.mp4 (65.5 MB)
2 -Course Structure Outline.mp4 (43.16 MB)
1 -Overview on SQL Database.mp4 (15.53 MB)
2 -SQL Command Types.mp4 (23.7 MB)
3 -Features of SQL.mp4 (22.77 MB)
4 -ACID (atomicity, consistency, isolation, and durabilability).mp4 (25.82 MB)
5 -Advantages and Disadvantages of SQL.mp4 (17.33 MB)
6 -Benefits of SQL.mp4 (9.75 MB)
7 -Overview on Row-Level Database.mp4 (24.68 MB)
1 -Overview on Google Cloud SQL.mp4 (76.86 MB)
10 -Benefits of Cloud SQL.mp4 (17.67 MB)
2 -Features of Google Cloud SQL.mp4 (41.37 MB)
3 -Lab on Creating SQL Instance(PostgreSQL) - Console.mp4 (63.64 MB)
4 -Lab on Connecting to Cloud SQL Instance.mp4 (93.93 MB)
5 -Lab on Allow Whitelisting in Cloud SQL Instance.mp4 (31.4 MB)
6 -Lab on Creating SQL Instance(PostgreSQL) - CLI.mp4 (100.34 MB)
7 -Lab on Import and Export Data files from Cloud SQL to Cloud Storage.mp4 (52.64 MB)
8 -Lab on Cloud SQL Failover.mp4 (27.06 MB)
9 -Cloud SQL Pricing.mp4 (11.44 MB)
1 -Overview on Google Cloud Spanner.mp4 (55.51 MB)
2 -What is CAP Theorem.mp4 (64.51 MB)
3 -Features of Cloud Spanner.mp4 (40.63 MB)
4 -Lab on Cloud Spanner.mp4 (181.75 MB)
5 -Cloud Spanner Pricing.mp4 (18.66 MB)
6 -Use cases & Drawbacks of Cloud Spanner.mp4 (22.64 MB)
7 -Google Cloud SQL Vs Cloud Spanner - Which one to use and When.mp4 (24.93 MB)
1 -Overview on NoSQL Database.mp4 (18.22 MB)
2 -Features of NoSQL Databases.mp4 (17.58 MB)
3 -Types of NoSQL Databases.mp4 (33.37 MB)
4 -When NoSQL should be used.mp4 (9.21 MB)
5 -Advantages and Disadvantages of NoSQL Databases.mp4 (9.79 MB)
6 -Differences between SQL and NoSQL.mp4 (22.6 MB)
1 -History of BigTable.mp4 (30.31 MB)
10 -Pros & Cons of Cloud BigTable.mp4 (14.3 MB)
11 -Popular Use cases.mp4 (10.32 MB)
12 -Cloud BigTable Vs Apache HBase - A Brief Comparison.mp4 (30.39 MB)
2 -Overview on Cloud BigTable.mp4 (31.09 MB)
3 -Overview on Wide-Column Database(N).mp4 (50.12 MB)
4 -Cloud BigTable Storage Model.mp4 (28.43 MB)
5 -Overview on BigTable Architecture.mp4 (121.24 MB)
6 -Features Of Cloud BigTable.mp4 (57.53 MB)
7 -Lab on Cloud BigTable - HBase shell.mp4 (148.49 MB)
8 -Lab on Cloud BigTable - cbt (CLI) Commands.mp4 (136.19 MB)
9 -Cloud BigTable Pricing.mp4 (10.53 MB)
1 -Overview on Cloud Datastore.mp4 (55.63 MB)
10 -Cloud Firestore Pricing.mp4 (7.14 MB)
11 -Best Practices for Cloud Firestore.mp4 (18.26 MB)
12 -Datastore Mode Vs Native Mode - Which one to use and When.mp4 (38.83 MB)
2 -Features Of Cloud Datastore.mp4 (27.96 MB)
3 -Lab on Cloud Datastore.mp4 (88.49 MB)
4 -Cloud Datastore Pricing.mp4 (13.7 MB)
5 -Best Practices for Cloud Datastore.mp4 (16.88 MB)
6 -Overview on Cloud Firestore (Native mode).mp4 (51.77 MB)
7 -Features Of Cloud Firestore.mp4 (27.59 MB)
8 -Lab on Cloud Firestore (Native mode).mp4 (73.16 MB)
9 -Lab on Cloud Firestore - Python Client.mp4 (69.51 MB)
1 -Overview on Cloud Memory Store.mp4 (34.26 MB)
10 -Pricing of Memorystore for Memcached.mp4 (23.53 MB)
11 -Difference between Redis and Memcached.mp4 (19.86 MB)
2 -What is Memorystore for Redis.mp4 (31.42 MB)
3 -Features of Cloud Memorystore - Redis.mp4 (34.39 MB)
4 -Overview on GCP Memorystore - Redis in console.mp4 (41.9 MB)
5 -Lab on Cloud Memory store - Redis Instance.mp4 (201.45 MB)
6 -Pricing of Memorystore for Redis.mp4 (9.09 MB)
7 -What is Cloud Memcached.mp4 (30.15 MB)
8 -Features of Cloud Memorystore - Memcached.mp4 (23.63 MB)
9 -Overview on GCP Memorystore - Memcached in console.mp4 (39.01 MB)
1 -Overview on Data warehouse.mp4 (43.8 MB)
2 -Architecture of Data Warehouse.mp4 (16.57 MB)
3 -Features of Data Warehouse.mp4 (15.02 MB)
4 -Benefits of Data Warehouse.mp4 (12.82 MB)
5 -Challenges of Data Warehouse.mp4 (20.41 MB)
1 -Overview on Cloud BigQuery.mp4 (65.28 MB)
10 -BigQuery Benefits of Use.mp4 (15 MB)
11 -Lab on Cloud Bigquery - bq (CLI) Commands.mp4 (151.07 MB)
12 -Lab on Cloud Bigquery - Client library(Python).mp4 (105.87 MB)
13 -Export BigQuery Table to Cloud Storage Bucket.mp4 (56.19 MB)
14 -Partitioning and types in Bigquery.mp4 (29.62 MB)
15 -Lab on Ingestion time Partitioned tables in Bigquery.mp4 (55.34 MB)
16 -Lab on Date Column Partitioned tables in Bigquery.mp4 (52.95 MB)
17 -Lab on Integer Partitioned tables in Bigquery.mp4 (42.07 MB)
18 -Clustering in Bigquery.mp4 (34.91 MB)
19 -Lab on creating Clustered tables in Bigquery.mp4 (37.95 MB)
2 -Overview on Columnar Database.mp4 (32.13 MB)
20 -When to use Partitioning or clustering or both.mp4 (41.88 MB)
21 -External Data sources in BigQuery.mp4 (38.6 MB)
22 -Lab on External Data sources in BigQuery.mp4 (35.94 MB)
23 -Pricing in Cloud BigQuery.mp4 (55.28 MB)
24 -Use Cases of Google BigQuery.mp4 (19 MB)
25 -Optimization techniques in Bigquery.mp4 (14.62 MB)
26 -Other services in Cloud BigQuery.mp4 (54.05 MB)
27 -BigQuery Sandbox Setup.mp4 (39.37 MB)
3 -Cloud BigQuery Hierarchy.mp4 (46.01 MB)
4 -Features of Cloud Bigquery.mp4 (42.66 MB)
5 -Efficient use of Bigquery admin panel.mp4 (134.85 MB)
6 -Overview on Views in BigQuery.mp4 (39.55 MB)
7 -Overview on Materialized Views in BigQuery.mp4 (41.7 MB)
8 -Lab on Cloud Bigquery - Console I.mp4 (87.19 MB)
9 -Lab on Cloud Bigquery - Console II.mp4 (77.15 MB)
1 -Overview on Apache Kafka.mp4 (23.65 MB)
2 -How does Apache Kafka work.mp4 (36.87 MB)
3 -Benefits of Apache Kafka.mp4 (12.27 MB)
4 -What is Apache Kafka used for.mp4 (15.28 MB)
1 -Introduction On Cloud Computing.mp4 (53.23 MB)
2 -Core concepts of Cloud Computing.mp4 (23.99 MB)
3 -Serverful vs Serverless.mp4 (13.59 MB)
4 -Vertical and Horizontal Scaling.mp4 (16.3 MB)
5 -Benefits of Cloud Computing.mp4 (74.59 MB)
6 -Why Google Cloud Platform.mp4 (43.97 MB)
7 -GCP vs Azure vs AWS - A Brief Comparison.mp4 (6.38 MB)
1 -Overview on Cloud PubSub.mp4 (50.59 MB)
2 -Cloud PubSub Architecture.mp4 (46.62 MB)
3 -Features on Cloud PubSub.mp4 (25.33 MB)
4 -Types Of Cloud PubSub Services.mp4 (22.14 MB)
5 -Lab on Cloud PubSub - Console.mp4 (93.96 MB)
6 -Lab on Cloud PubSub - gcloud CLI.mp4 (141.3 MB)
7 -Cloud PubSub Pricing.mp4 (19.44 MB)
8 -Pros and Cons of Cloud PubSub.mp4 (13.47 MB)
9 -Popular Use cases.mp4 (15.25 MB)
1 -Overview on Apache Hadoop.mp4 (22.73 MB)
10 -Benefits of Apache Spark.mp4 (16.42 MB)
11 -Difference between Apache Hadoop and Apache Spark.mp4 (14.51 MB)
2 -History of Hadoop.mp4 (11.32 MB)
3 -Modules of Hadoop.mp4 (14.82 MB)
4 -Overview on Hadoop Ecosystem.mp4 (22.83 MB)
5 -Benefits of Apache Hadoop.mp4 (10.06 MB)
6 -Challenges of Apache Hadoop.mp4 (9.16 MB)
7 -Popular Usecases of Apache Hadoop.mp4 (13.98 MB)
8 -Overview on Apache Spark.mp4 (19.68 MB)
9 -Overview on Apache Spark Ecosystem.mp4 (23.63 MB)
1 -Overview on Cloud Data Fusion.mp4 (46.32 MB)
2 -Features of Cloud Data Fusion.mp4 (30.03 MB)
3 -Lab on Cloud Data Fusion - I.mp4 (37.74 MB)
4 -Lab on Cloud Data Fusion - II.mp4 (159.57 MB)
5 -Cloud Data Fusion pricing.mp4 (20.29 MB)
1 -Overview on Cloud Dataproc.mp4 (59.48 MB)
10 -Cloud Dataproc Pricing.mp4 (8.81 MB)
11 -Best Practices and Limitations of Cloud Dataproc.mp4 (23.27 MB)
2 -Features of Cloud Dataproc.mp4 (31.76 MB)
3 -Why use Dataproc.mp4 (24.7 MB)
4 -Lab on Cloud Dataproc Console - Standard Cluster.mp4 (151.9 MB)
5 -Lab on Cloud Dataproc CLI - Single Node Cluster.mp4 (76.18 MB)
6 -Lab on Submitting Pyspark job in Notebook Instance.mp4 (21.01 MB)
7 -Realtime Implementation - Dataproc Ephemeral cluster Automation.mp4 (117.03 MB)
8 -Overview on Dataproc workflow Templates.mp4 (30.88 MB)
9 -Lab on Dataproc workflow Templates.mp4 (46.57 MB)
1 -Overview on Apache Beam.mp4 (23.11 MB)
2 -Features of Apache Beam.mp4 (11.66 MB)
3 -Key Concepts in Apache Beam.mp4 (32.63 MB)
4 -Advantages of Apache Beam.mp4 (13.92 MB)
5 -Disadvantages of Apache Beam.mp4 (24.77 MB)
1 -Overview on Cloud Dataflow.mp4 (59.46 MB)
10 -Cloud Dataflow vs Cloud Dataproc - Which one to use when.mp4 (46.39 MB)
2 -Features of Cloud Dataflow.mp4 (60.16 MB)
3 -Why use GCP Dataflow.mp4 (62.31 MB)
4 -Overview on Dataflow Concepts.mp4 (136.28 MB)
5 -Lab on Cloud Dataflow - Batch Predefined template.mp4 (56.15 MB)
6 -Lab on Creating Dataflow Pipeline Custom template - Apache Beam(Python SDK).mp4 (76.82 MB)
7 -Cloud Dataflow Pricing.mp4 (14.24 MB)
8 -Cloud Dataflow Use Cases.mp4 (33.13 MB)
9 -Limitations of Cloud Dataflow.mp4 (25.41 MB)
1 -Overview on Data lake.mp4 (22.06 MB)
2 -Overview on Cloud BigLake.mp4 (27.5 MB)
3 -Features of Cloud BigLake.mp4 (17.28 MB)
4 -Lab on Creating your First Cloud BigLake in GCP.mp4 (79.84 MB)
5 -Lab on GCP's BigLake with setting up control policies.mp4 (101.83 MB)
6 -Lab on Upgrading external table to Biglake in GCP.mp4 (84.1 MB)
7 -Pricing of Cloud BigLake.mp4 (10.73 MB)
8 -Limitations of Cloud BigLake.mp4 (8.69 MB)
1 -Overview on Apache Airflow.mp4 (34.29 MB)
2 -What is DAG.mp4 (22.85 MB)
3 -Features of Apache Airflow.mp4 (11.29 MB)
4 -Components of Apache Airflow.mp4 (23.45 MB)
5 -What is Airflow used for.mp4 (7.46 MB)
6 -Benefits of Apache Airflow.mp4 (10.5 MB)
1 -Overview on Cloud Composer.mp4 (51.59 MB)
2 -Features of Cloud Composer.mp4 (25.48 MB)
3 -Difference between Composer 1 and Composer 2.mp4 (37.51 MB)
4 -Lab on Cloud Composer Using Dataflow.mp4 (208.78 MB)
5 -Architecture on Cloud Composer.mp4 (40.84 MB)
6 -Cloud Composer Pricing.mp4 (18.1 MB)
7 -Pros and Cons of Cloud Composer.mp4 (29.53 MB)
8 -Popular Use cases.mp4 (21.65 MB)
9 -Composer 3.mp4 (17.3 MB)
1 -Overview on Cloud Workflows.mp4 (27.93 MB)
2 -Features of Cloud Workflows.mp4 (22.05 MB)
3 -Lab on Cloud Workflows.mp4 (69.58 MB)
4 -Cloud Workflows Pricing.mp4 (10 MB)
5 -Popular Use cases.mp4 (9.71 MB)
1 -Google Cloud - Regions and Zones.mp4 (58.66 MB)
10 -Google Cloud - Service Account & Types.mp4 (53.83 MB)
11 -Lab on Google Cloud - Service Account.mp4 (29.71 MB)
12 -Google Cloud - Organization Policy.mp4 (18.99 MB)
13 -Google Cloud Networking.mp4 (9.7 MB)
2 -Google Cloud - Resource Hierarchy.mp4 (28.8 MB)
3 -Lab On GCP Console and Services Offered.mp4 (29.83 MB)
4 -Lab on Google Cloud Project ID & Project Name.mp4 (56.76 MB)
5 -Google Cloud - Cloud Shell & Cloud Editor.mp4 (26.35 MB)
6 -Lab on Cloud Shell & Cloud Editor.mp4 (20.71 MB)
7 -Lab on Cloud Shell & Cloud Editor[Contd].mp4 (60.52 MB)
8 -Google Cloud - Identity & Access Management (IAM).mp4 (78.01 MB)
9 -Lab on Google Cloud - IAM & Roles.mp4 (76.41 MB)
1 -Overview on Cloud Data Catalog.mp4 (13.2 MB)
2 -Why do you need Data Catalog.mp4 (47.32 MB)
3 -How Data Catalog works.mp4 (19.09 MB)
4 -Overview on Dataplex.mp4 (26.97 MB)
5 -Lab on Cloud Data Catalog.mp4 (72.74 MB)
6 -Cloud Data Catalog Pricing.mp4 (5.74 MB)
1 -Overview on Cloud Dataprep.mp4 (16.09 MB)
2 -What is Dataprep by Trifacta.mp4 (41.94 MB)
3 -Lab on Cloud Dataprep.mp4 (109.88 MB)
4 -Pricing of Cloud Dataprep.mp4 (5.82 MB)
5 -Advantages and Limitations of Cloud Dataprep.mp4 (12.45 MB)
1 -Overview on Sensitive Data Protection.mp4 (17.22 MB)
2 -Overview on Cloud Data Loss Prevention.mp4 (12.64 MB)
3 -Features of Cloud Data Loss Prevention.mp4 (6.87 MB)
4 -Lab on Cloud Data Loss Prevention (DLP) API.mp4 (10.16 MB)
5 -Lab on Cloud DLP [INFOTYPES, Templates - INSPECT && DE-IDENTIFY] - Part 01.mp4 (74.96 MB)
6 -Lab on Cloud DLP [INFOTYPES, Templates - INSPECT && DE-IDENTIFY] - Part 02.mp4 (67.01 MB)
7 -Use Cases of Cloud Data Loss Prevention.mp4 (5.92 MB)
8 -Google Cloud - Data residency and Data sovereignty.mp4 (10.21 MB)
9 -Google Cloud - Legal and regulatory compliance.mp4 (9.09 MB)
1 -Overview on Looker Studio.mp4 (24.86 MB)
2 -Lab on Cloud Looker Studio.mp4 (73.29 MB)
1 -Overview on Cloud Datastream.mp4 (14.87 MB)
2 -Features of Cloud Datastream.mp4 (7.6 MB)
3 -Lab on Cloud Datastream - Part 01.mp4 (147.33 MB)
4 -Lab on Cloud Datastream - Part 02.mp4 (39.56 MB)
5 -Benefits of Cloud Datastream.mp4 (6.02 MB)
6 -Use-cases of Cloud Datastream.mp4 (7.57 MB)
1 -Google Cloud - Transfer Services.mp4 (15.66 MB)
2 -Storage Transfer service.mp4 (9.78 MB)
3 -Walk through on Storage Transfer service.mp4 (53.02 MB)
4 -BigQuery Data Transfer Service.mp4 (8.41 MB)
5 -Walk through on BigQuery Data Transfer Service.mp4 (51.65 MB)
6 -Transfer Appliance.mp4 (9.26 MB)
7 -Database Migration Service.mp4 (5.1 MB)
1 -Overview on Machine learning.mp4 (23.59 MB)
10 -Challenges in Machine Learning.mp4 (8.69 MB)
11 -Overview on BigQuery ML.mp4 (11.09 MB)
12 -Lab on BigQuery ML.mp4 (73 MB)
2 -Components of Machine Learning.mp4 (11.99 MB)
3 -Types Of Machine Learning.mp4 (25.37 MB)
4 -Overview on Machine Learning products on Google Cloud.mp4 (25.41 MB)
5 -Walkthrough on different GCP AIML Services.mp4 (23.28 MB)
6 -Overview on EDA.mp4 (12.23 MB)
7 -Overview on Feature Engineering.mp4 (20.25 MB)
8 -Benefits of Google Cloud's ML Products.mp4 (7.34 MB)
9 -Applications of Machine Learning.mp4 (6.41 MB)
1 -01 - Real Time Use Cases - Implementation.mp4 (237.89 MB)
2 -02 - Real Time Use Cases - Implementation.mp4 (50.59 MB)
1 -Managed Services in Google Cloud.mp4 (158.22 MB)
10 -Google Cloud - Cloud Run Function (FAAS).mp4 (107.66 MB)
11 -Lab on Google Cloud Run Function - Python.mp4 (68.24 MB)
2 -Google Cloud - Compute Engine(IAAS).mp4 (92.55 MB)
3 -Lab on Google Cloud - Compute Engine.mp4 (65.1 MB)
4 -Google Cloud - App Engine(PAAS).mp4 (51.57 MB)
5 -Lab on Google Cloud App Engine - Python.mp4 (59.54 MB)
6 -Google Cloud - Kuberentes Engine(IAAS).mp4 (52 MB)
7 -Lab on Google Cloud - Kubernetes Engine (CLI).mp4 (73.42 MB)
8 -Google Cloud - Cloud Run(CAAS).mp4 (100.08 MB)
9 -Lab on Google Cloud Cloud Run - Python.mp4 (57.4 MB)
1 -Overview on Data Engineering.mp4 (70.87 MB)
2 -Basic Terminologies in Data Engineering.mp4 (83.75 MB)
3 -Scope of Data Engineering.mp4 (45.25 MB)
4 -Types Of Data.mp4 (37.23 MB)
5 -What is a data pipeline.mp4 (66.62 MB)
6 -What is ETL.mp4 (47.73 MB)
7 -What is ELT.mp4 (32.83 MB)
8 -Types Of ETL Tools.mp4 (18.1 MB)
1 -Overview on Storage Services in Google Cloud.mp4 (33.77 MB)
1 -Overview on Google Cloud Storage.mp4 (33.42 MB)
10 -Overview on Cloud IAM roles - Cloud Storage bucket.mp4 (84.63 MB)
11 -Lab on on Cloud IAM roles - Cloud Storage bucket.mp4 (56.12 MB)
12 -Lab on Bucket Retention policy - Cloud Storage Bucket(N).mp4 (127.11 MB)
13 -Lab on Creating Cloud Storage Bucket - Client library(Python).mp4 (123.44 MB)
14 -Pricing on Cloud Storage buckets.mp4 (14.52 MB)
15 -Popular Use Cases.mp4 (14.81 MB)
16 -Soft Delete in Storage bucket(N).mp4 (105.07 MB)
2 -Google Cloud Storage Hierarchy.mp4 (47.98 MB)
3 -Features of Cloud Storage.mp4 (48.63 MB)
4 -Lab on Creating Cloud Storage Bucket - Console.mp4 (63.53 MB)
5 -Cloud Storage Classes - Types.mp4 (39.61 MB)
6 -Lab on Creating Cloud Storage Bucket - gsutil (CLI) Commands.mp4 (120.71 MB)
7 -Lab on Object Life Cycle Management - Cloud Storage Bucket.mp4 (52.21 MB)
8 -Lab on Object Versioning - Cloud Storage Bucket.mp4 (95.63 MB)
9 -Lab on Signed Temporary URL access - Cloud Storage Bucket.mp4 (99.47 MB)
1 -Overview on Types of Encryption in Google Cloud.mp4 (145.62 MB)
1 -Overview on Database Services in Google Cloud.mp4 (41.26 MB)]
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