Training Video Course

Professional Data Engineer: Professional Data Engineer on Google Cloud Platform

PDFs and exam guides are not so efficient, right? Prepare for your Google examination with our training course. The Professional Data Engineer course contains a complete batch of videos that will provide you with profound and thorough knowledge related to Google certification exam. Pass the Google Professional Data Engineer test with flying colors.

Rating
4.55rating
Students
110
Duration
03:47:10 h
$16.49
$14.99

Curriculum for Professional Data Engineer Video Course

Name of Video Time
Play Video: You, This Course and Us
1. You, This Course and Us
02:01
Name of Video Time
Play Video: Theory, Practice and Tests
1. Theory, Practice and Tests
10:26
Play Video: Lab: Setting Up A GCP Account
2. Lab: Setting Up A GCP Account
07:00
Play Video: Lab: Using The Cloud Shell
3. Lab: Using The Cloud Shell
06:01
Name of Video Time
Play Video: Compute Options
1. Compute Options
09:16
Play Video: Google Compute Engine (GCE)
2. Google Compute Engine (GCE)
07:38
Play Video: Lab: Creating a VM Instance
3. Lab: Creating a VM Instance
05:59
Play Video: More GCE
4. More GCE
08:12
Play Video: Lab: Editing a VM Instance
5. Lab: Editing a VM Instance
04:45
Play Video: Lab: Creating a VM Instance Using The Command Line
6. Lab: Creating a VM Instance Using The Command Line
04:43
Play Video: Lab: Creating And Attaching A Persistent Disk
7. Lab: Creating And Attaching A Persistent Disk
04:00
Play Video: Google Container Engine - Kubernetes (GKE)
8. Google Container Engine - Kubernetes (GKE)
10:33
Play Video: More GKE
9. More GKE
09:54
Play Video: Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container
10. Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container
06:55
Play Video: App Engine
11. App Engine
06:48
Play Video: Contrasting App Engine, Compute Engine and Container Engine
12. Contrasting App Engine, Compute Engine and Container Engine
06:03
Play Video: Lab: Deploy And Run An App Engine App
13. Lab: Deploy And Run An App Engine App
07:29
Name of Video Time
Play Video: Storage Options
1. Storage Options
09:48
Play Video: Quick Take
2. Quick Take
13:41
Play Video: Cloud Storage
3. Cloud Storage
10:37
Play Video: Lab: Working With Cloud Storage Buckets
4. Lab: Working With Cloud Storage Buckets
05:25
Play Video: Lab: Bucket And Object Permissions
5. Lab: Bucket And Object Permissions
03:52
Play Video: Lab: Life cycle Management On Buckets
6. Lab: Life cycle Management On Buckets
03:12
Play Video: Lab: Running A Program On a VM Instance And Storing Results on Cloud Storage
7. Lab: Running A Program On a VM Instance And Storing Results on Cloud Storage
07:09
Play Video: Transfer Service
8. Transfer Service
05:07
Play Video: Lab: Migrating Data Using The Transfer Service
9. Lab: Migrating Data Using The Transfer Service
05:32
Play Video: Lab: Cloud Storage ACLs and API access with Service Account
10. Lab: Cloud Storage ACLs and API access with Service Account
07:50
Play Video: Lab: Cloud Storage Customer-Supplied Encryption Keys and Life-Cycle Management
11. Lab: Cloud Storage Customer-Supplied Encryption Keys and Life-Cycle Management
09:28
Play Video: Lab: Cloud Storage Versioning, Directory Sync
12. Lab: Cloud Storage Versioning, Directory Sync
08:42
Name of Video Time
Play Video: Cloud SQL
1. Cloud SQL
07:40
Play Video: Lab: Creating A Cloud SQL Instance
2. Lab: Creating A Cloud SQL Instance
07:55
Play Video: Lab: Running Commands On Cloud SQL Instance
3. Lab: Running Commands On Cloud SQL Instance
06:31
Play Video: Lab: Bulk Loading Data Into Cloud SQL Tables
4. Lab: Bulk Loading Data Into Cloud SQL Tables
09:09
Play Video: Cloud Spanner
5. Cloud Spanner
07:25
Play Video: More Cloud Spanner
6. More Cloud Spanner
09:18
Play Video: Lab: Working With Cloud Spanner
7. Lab: Working With Cloud Spanner
06:49
Name of Video Time
Play Video: BigTable Intro
1. BigTable Intro
07:57
Play Video: Columnar Store
2. Columnar Store
08:12
Play Video: Denormalised
3. Denormalised
09:02
Play Video: Column Families
4. Column Families
08:10
Play Video: BigTable Performance
5. BigTable Performance
13:19
Play Video: Lab: BigTable demo
6. Lab: BigTable demo
07:39
Name of Video Time
Play Video: Datastore
1. Datastore
14:10
Play Video: Lab: Datastore demo
2. Lab: Datastore demo
06:42
Name of Video Time
Play Video: BigQuery Intro
1. BigQuery Intro
11:03
Play Video: BigQuery Advanced
2. BigQuery Advanced
09:59
Play Video: Lab: Loading CSV Data Into Big Query
3. Lab: Loading CSV Data Into Big Query
09:04
Play Video: Lab: Running Queries On Big Query
4. Lab: Running Queries On Big Query
05:26
Play Video: Lab: Loading JSON Data With Nested Tables
5. Lab: Loading JSON Data With Nested Tables
07:28
Play Video: Lab: Public Datasets In Big Query
6. Lab: Public Datasets In Big Query
08:16
Play Video: Lab: Using Big Query Via The Command Line
7. Lab: Using Big Query Via The Command Line
07:45
Play Video: Lab: Aggregations And Conditionals In Aggregations
8. Lab: Aggregations And Conditionals In Aggregations
09:51
Play Video: Lab: Subqueries And Joins
9. Lab: Subqueries And Joins
05:44
Play Video: Lab: Regular Expressions In Legacy SQL
10. Lab: Regular Expressions In Legacy SQL
05:36
Play Video: Lab: Using The With Statement For SubQueries
11. Lab: Using The With Statement For SubQueries
10:45
Name of Video Time
Play Video: Data Flow Intro
1. Data Flow Intro
11:04
Play Video: Apache Beam
2. Apache Beam
03:42
Play Video: Lab: Running A Python Data flow Program
3. Lab: Running A Python Data flow Program
12:56
Play Video: Lab: Running A Java Data flow Program
4. Lab: Running A Java Data flow Program
13:42
Play Video: Lab: Implementing Word Count In Dataflow Java
5. Lab: Implementing Word Count In Dataflow Java
11:17
Play Video: Lab: Executing The Word Count Dataflow
6. Lab: Executing The Word Count Dataflow
04:37
Play Video: Lab: Executing MapReduce In Dataflow In Python
7. Lab: Executing MapReduce In Dataflow In Python
09:50
Play Video: Lab: Executing MapReduce In Dataflow In Java
8. Lab: Executing MapReduce In Dataflow In Java
06:08
Play Video: Lab: Dataflow With Big Query As Source And Side Inputs
9. Lab: Dataflow With Big Query As Source And Side Inputs
15:50
Play Video: Lab: Dataflow With Big Query As Source And Side Inputs 2
10. Lab: Dataflow With Big Query As Source And Side Inputs 2
06:28
Name of Video Time
Play Video: Data Proc
1. Data Proc
08:28
Play Video: Lab: Creating And Managing A Dataproc Cluster
2. Lab: Creating And Managing A Dataproc Cluster
08:11
Play Video: Lab: Creating A Firewall Rule To Access Dataproc
3. Lab: Creating A Firewall Rule To Access Dataproc
08:25
Play Video: Lab: Running A PySpark Job On Dataproc
4. Lab: Running A PySpark Job On Dataproc
07:39
Play Video: Lab: Running The PySpark REPL Shell And Pig Scripts On Dataproc
5. Lab: Running The PySpark REPL Shell And Pig Scripts On Dataproc
08:44
Play Video: Lab: Submitting A Spark Jar To Dataproc
6. Lab: Submitting A Spark Jar To Dataproc
02:10
Play Video: Lab: Working With Dataproc Using The GCloud CLI
7. Lab: Working With Dataproc Using The GCloud CLI
08:19
Name of Video Time
Play Video: Pub Sub
1. Pub Sub
08:23
Play Video: Lab: Working With Pubsub On The Command Line
2. Lab: Working With Pubsub On The Command Line
05:35
Play Video: Lab: Working With PubSub Using The Web Console
3. Lab: Working With PubSub Using The Web Console
04:40
Play Video: Lab: Setting Up A Pubsub Publisher Using The Python Library
4. Lab: Setting Up A Pubsub Publisher Using The Python Library
05:52
Play Video: Lab: Setting Up A Pubsub Subscriber Using The Python Library
5. Lab: Setting Up A Pubsub Subscriber Using The Python Library
04:08
Play Video: Lab: Publishing Streaming Data Into Pubsub
6. Lab: Publishing Streaming Data Into Pubsub
08:18
Play Video: Lab: Reading Streaming Data From PubSub And Writing To BigQuery
7. Lab: Reading Streaming Data From PubSub And Writing To BigQuery
10:14
Play Video: Lab: Executing A Pipeline To Read Streaming Data And Write To BigQuery
8. Lab: Executing A Pipeline To Read Streaming Data And Write To BigQuery
05:54
Play Video: Lab: Pubsub Source BigQuery Sink
9. Lab: Pubsub Source BigQuery Sink
10:20
Name of Video Time
Play Video: Data Lab
1. Data Lab
03:00
Play Video: Lab: Creating And Working On A Datalab Instance
2. Lab: Creating And Working On A Datalab Instance
04:01
Play Video: Lab: Importing And Exporting Data Using Datalab
3. Lab: Importing And Exporting Data Using Datalab
12:14
Play Video: Lab: Using The Charting API In Datalab
4. Lab: Using The Charting API In Datalab
06:43
Name of Video Time
Play Video: Introducing Machine Learning
1. Introducing Machine Learning
08:04
Play Video: Representation Learning
2. Representation Learning
10:27
Play Video: NN Introduced
3. NN Introduced
07:35
Play Video: Introducing TF
4. Introducing TF
07:16
Play Video: Lab: Simple Math Operations
5. Lab: Simple Math Operations
08:46
Play Video: Computation Graph
6. Computation Graph
10:17
Play Video: Tensors
7. Tensors
09:02
Play Video: Lab: Tensors
8. Lab: Tensors
05:03
Play Video: Linear Regression Intro
9. Linear Regression Intro
09:57
Play Video: Placeholders and Variables
10. Placeholders and Variables
08:44
Play Video: Lab: Placeholders
11. Lab: Placeholders
06:36
Play Video: Lab: Variables
12. Lab: Variables
07:49
Play Video: Lab: Linear Regression with Made-up Data
13. Lab: Linear Regression with Made-up Data
04:52
Play Video: Image Processing
14. Image Processing
08:05
Play Video: Images As Tensors
15. Images As Tensors
08:16
Play Video: Lab: Reading and Working with Images
16. Lab: Reading and Working with Images
08:06
Play Video: Lab: Image Transformations
17. Lab: Image Transformations
06:37
Play Video: Introducing MNIST
18. Introducing MNIST
04:13
Play Video: K-Nearest Neigbors
19. K-Nearest Neigbors
07:42
Play Video: One-hot Notation and L1 Distance
20. One-hot Notation and L1 Distance
07:31
Play Video: Steps in the K-Nearest-Neighbors Implementation
21. Steps in the K-Nearest-Neighbors Implementation
09:32
Play Video: Lab: K-Nearest-Neighbors
22. Lab: K-Nearest-Neighbors
14:14
Play Video: Learning Algorithm
23. Learning Algorithm
10:58
Play Video: Individual Neuron
24. Individual Neuron
09:52
Play Video: Learning Regression
25. Learning Regression
07:51
Play Video: Learning XOR
26. Learning XOR
10:27
Play Video: XOR Trained
27. XOR Trained
11:11
Name of Video Time
Play Video: Lab: Access Data from Yahoo Finance
1. Lab: Access Data from Yahoo Finance
02:49
Play Video: Non TensorFlow Regression
2. Non TensorFlow Regression
05:53
Play Video: Lab: Linear Regression - Setting Up a Baseline
3. Lab: Linear Regression - Setting Up a Baseline
11:19
Play Video: Gradient Descent
4. Gradient Descent
09:56
Play Video: Lab: Linear Regression
5. Lab: Linear Regression
14:42
Play Video: Lab: Multiple Regression in TensorFlow
6. Lab: Multiple Regression in TensorFlow
09:15
Play Video: Logistic Regression Introduced
7. Logistic Regression Introduced
10:16
Play Video: Linear Classification
8. Linear Classification
05:25
Play Video: Lab: Logistic Regression - Setting Up a Baseline
9. Lab: Logistic Regression - Setting Up a Baseline
07:33
Play Video: Logit
10. Logit
08:33
Play Video: Softmax
11. Softmax
11:55
Play Video: Argmax
12. Argmax
12:13
Play Video: Lab: Logistic Regression
13. Lab: Logistic Regression
16:56
Play Video: Estimators
14. Estimators
04:10
Play Video: Lab: Linear Regression using Estimators
15. Lab: Linear Regression using Estimators
07:49
Play Video: Lab: Logistic Regression using Estimators
16. Lab: Logistic Regression using Estimators
04:54
Name of Video Time
Play Video: Lab: Taxicab Prediction - Setting up the dataset
1. Lab: Taxicab Prediction - Setting up the dataset
14:38
Play Video: Lab: Taxicab Prediction - Training and Running the model
2. Lab: Taxicab Prediction - Training and Running the model
11:22
Play Video: Lab: The Vision, Translate, NLP and Speech API
3. Lab: The Vision, Translate, NLP and Speech API
10:54
Play Video: Lab: The Vision API for Label and Landmark Detection
4. Lab: The Vision API for Label and Landmark Detection
07:00
Name of Video Time
Play Video: Live Migration
1. Live Migration
10:17
Play Video: Machine Types and Billing
2. Machine Types and Billing
09:21
Play Video: Sustained Use and Committed Use Discounts
3. Sustained Use and Committed Use Discounts
07:03
Play Video: Rightsizing Recommendations
4. Rightsizing Recommendations
02:22
Play Video: RAM Disk
5. RAM Disk
02:07
Play Video: Images
6. Images
07:45
Play Video: Startup Scripts And Baked Images
7. Startup Scripts And Baked Images
07:31
Name of Video Time
Play Video: VPCs And Subnets
1. VPCs And Subnets
11:14
Play Video: Global VPCs, Regional Subnets
2. Global VPCs, Regional Subnets
11:19
Play Video: IP Addresses
3. IP Addresses
11:39
Play Video: Lab: Working with Static IP Addresses
4. Lab: Working with Static IP Addresses
05:46
Play Video: Routes
5. Routes
07:36
Play Video: Firewall Rules
6. Firewall Rules
15:33
Play Video: Lab: Working with Firewalls
7. Lab: Working with Firewalls
07:05
Play Video: Lab: Working with Auto Mode and Custom Mode Networks
8. Lab: Working with Auto Mode and Custom Mode Networks
19:32
Play Video: Lab: Bastion Host
9. Lab: Bastion Host
07:10
Play Video: Cloud VPN
10. Cloud VPN
07:27
Play Video: Lab: Working with Cloud VPN
11. Lab: Working with Cloud VPN
11:11
Play Video: Cloud Router
12. Cloud Router
10:31
Play Video: Lab: Using Cloud Routers for Dynamic Routing
13. Lab: Using Cloud Routers for Dynamic Routing
14:07
Play Video: Dedicated Interconnect Direct and Carrier Peering
14. Dedicated Interconnect Direct and Carrier Peering
08:10
Play Video: Shared VPCs
15. Shared VPCs
10:11
Play Video: Lab: Shared VPCs
16. Lab: Shared VPCs
06:17
Play Video: VPC Network Peering
17. VPC Network Peering
10:10
Play Video: Lab: VPC Peering
18. Lab: VPC Peering
07:17
Play Video: Cloud DNS And Legacy Networks
19. Cloud DNS And Legacy Networks
05:19
Name of Video Time
Play Video: Managed and Unmanaged Instance Groups
1. Managed and Unmanaged Instance Groups
10:53
Play Video: Types of Load Balancing
2. Types of Load Balancing
05:46
Play Video: Overview of HTTP(S) Load Balancing
3. Overview of HTTP(S) Load Balancing
09:20
Play Video: Forwarding Rules Target Proxy and Url Maps
4. Forwarding Rules Target Proxy and Url Maps
08:31
Play Video: Backend Service and Backends
5. Backend Service and Backends
09:28
Play Video: Load Distribution and Firewall Rules
6. Load Distribution and Firewall Rules
04:28
Play Video: Lab: HTTP(S) Load Balancing
7. Lab: HTTP(S) Load Balancing
11:21
Play Video: Lab: Content Based Load Balancing
8. Lab: Content Based Load Balancing
07:06
Play Video: SSL Proxy and TCP Proxy Load Balancing
9. SSL Proxy and TCP Proxy Load Balancing
05:06
Play Video: Lab: SSL Proxy Load Balancing
10. Lab: SSL Proxy Load Balancing
07:49
Play Video: Network Load Balancing
11. Network Load Balancing
05:08
Play Video: Internal Load Balancing
12. Internal Load Balancing
07:16
Play Video: Autoscalers
13. Autoscalers
11:52
Play Video: Lab: Autoscaling with Managed Instance Groups
14. Lab: Autoscaling with Managed Instance Groups
12:22
Name of Video Time
Play Video: StackDriver
1. StackDriver
12:08
Play Video: StackDriver Logging
2. StackDriver Logging
07:39
Play Video: Lab: Stackdriver Resource Monitoring
3. Lab: Stackdriver Resource Monitoring
08:12
Play Video: Lab: Stackdriver Error Reporting and Debugging
4. Lab: Stackdriver Error Reporting and Debugging
05:52
Play Video: Cloud Deployment Manager
5. Cloud Deployment Manager
06:05
Play Video: Lab: Using Deployment Manager
6. Lab: Using Deployment Manager
05:10
Play Video: Lab: Deployment Manager and Stackdriver
7. Lab: Deployment Manager and Stackdriver
08:27
Play Video: Cloud Endpoints
8. Cloud Endpoints
03:48
Play Video: Cloud IAM: User accounts, Service accounts, API Credentials
9. Cloud IAM: User accounts, Service accounts, API Credentials
08:53
Play Video: Cloud IAM: Roles, Identity-Aware Proxy, Best Practices
10. Cloud IAM: Roles, Identity-Aware Proxy, Best Practices
09:31
Play Video: Lab: Cloud IAM
11. Lab: Cloud IAM
11:57
Play Video: Data Protection
12. Data Protection
12:02
Name of Video Time
Play Video: Introducing the Hadoop Ecosystem
1. Introducing the Hadoop Ecosystem
01:34
Play Video: Hadoop
2. Hadoop
09:43
Play Video: HDFS
3. HDFS
10:55
Play Video: MapReduce
4. MapReduce
10:34
Play Video: Yarn
5. Yarn
05:29
Play Video: Hive
6. Hive
07:19
Play Video: Hive vs. RDBMS
7. Hive vs. RDBMS
07:10
Play Video: HQL vs. SQL
8. HQL vs. SQL
07:36
Play Video: OLAP in Hive
9. OLAP in Hive
07:34
Play Video: Windowing Hive
10. Windowing Hive
08:22
Play Video: Pig
11. Pig
08:04
Play Video: More Pig
12. More Pig
06:38
Play Video: Spark
13. Spark
08:54
Play Video: More Spark
14. More Spark
11:45
Play Video: Streams Intro
15. Streams Intro
07:44
Play Video: Microbatches
16. Microbatches
05:40
Play Video: Window Types
17. Window Types
05:46

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  • Premium File: 173 Questions & Answers. Last update: Apr 30, 2021
  • Training Course: 201 Video Lectures
  • Study Guide: 543 Pages
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  • Fast Exam Updates
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