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The Complete Google Cloud eBook & Video Course Bundle

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Product Details

Professional Cloud Architect – Google Cloud Certification Guide [eBook]

Discover Security Best Practices & Gain Insights Into Designing Applications with GCP Services

By Packt Publishing | in eBooks

Google Cloud Platform (GCP) is one of the leading cloud service suites and offers solutions for storage, analytics, big data, machine learning, and application development. It features an array of services that can help organizations to get the best out of their infrastructure. This comprehensive guide covers a variety of topics specific to Google's Professional Cloud Architect official exam syllabus and guides you in using the right methods for effective use of GCP services.

4.3/5 rating: ★ ★ ★ ★

  • Lifetime access to eBook w/ 520 pages
  • Understand the benefits of becoming a certified architect
  • Delve into GCP core services such as computing, storage & security
  • Scale & automate your cloud infrastructure
  • Discover security best practices & gain insights into designing applications
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Konrad Cłapa is a lead cloud automation architect working for Atos R&D. He has over 10 years' experience in the IT industry. He holds over 30 IT certifications and is officially the first in the world to pass all 10 Google Cloud Platform certifications. He is also listed among 20 individuals awarded with Google Cloud Certified Fellow title. Sharing knowledge has always been important to him, so he contributes to the community by acting as a leader for a local Google Cloud Developer group and an AWS user group in Poland.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Hands-On Machine Learning on Google Cloud Platform [eBook]

Integrate Machine Learning & Data Processing Features Into Your Web and Mobile Applications

By Packt Publishing | in eBooks

Google Cloud Machine Learning Engine combines the services of Google Cloud Platform with the power and flexibility of TensorFlow. With this book, you will not only learn to build and train different complexities of machine learning models at scale but also host them in the cloud to make predictions. This book is focused on making the most of the Google Machine Learning Platform for large datasets and complex problems. You will learn from scratch how to create powerful machine learning-based applications for a wide variety of problems by leveraging different data services from the Google Cloud Platform.

  • Lifetime access to eBook w/ 500 pages
  • Create powerful machine learning based applications for a wide variety of problems
  • Leverage different data services from the Google Cloud Platform
  • Implement a wide variety of deep learning use cases & also make extensive use of data related services
  • Intagrate Machine Learning & data processing features into your web and mobile applications
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Giuseppe Ciaburro holds a Ph.D. in environmental technical physics, along with two master's degrees. His research was focused on machine learning applications in the study of urban sound environments. He works at the Built Environment Control Laboratory at the Università Degli Studi Della Campania Luigi Vanvitelli, Italy. He has over 15 years' professional experience in programming (Python, R, and MATLAB), first in the field of combustion, and then in acoustics and noise control. He has several publications to his credit.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Google Cloud AI Services Quick Start Guide [eBook]

Make Simple Apps Smart by Validating Images, Videos & Text with the Power of Google Cloud AI Services

By Packt Publishing | in eBooks

Cognitive services are the new way of adding intelligence to applications and services. Now we can use Artificial Intelligence as a service that can be consumed by any application or other service, to add smartness and make the end result more practical and useful. Google Cloud AI enables you to consume Artificial Intelligence within your applications, from a REST API. Text, video, and speech analysis are among the powerful machine learning features that can be used. This book is the easiest way to get started with the Google Cloud AI services suite and open up the world of smarter applications.

  • Lifetime access w/ 234 pages
  • Build a Smart Exchange, a forum application that will let you upload videos, images & perform text to speech conversions and translation services
  • Work w/ the Vision API, Video Intelligence API, Speech Recognition API, Cloud Language Process, & Cloud Translation API services
  • Have a strong understanding of working w/ Google Cloud AI Services
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Arvind Ravulavaru is a platform architect at Ubiconn IoT Solutions, with over 9 years of experience in software development and 2 years in hardware & product development. For the last 5 years, he has been working extensively on JavaScript, both on the server-side and the client-side. And for the last couple of years in IoT, building a platform for rapidly developing IoT solutions, named The IoT Suitcase. Prior to that, Arvind worked on big data, cloud computing, and orchestration.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Cloud Analytics with Google Cloud Platform [eBook]

Build End-to-End Analytics Pipeline on the Cloud by Leveraging Popular Concepts Such as Machine Learning & Deep Learning

By Packt Publishing | in eBooks

With the ongoing data explosion, more and more organizations all over the world are slowly migrating their infrastructure to the cloud. These cloud platforms also provide their distinct analytics services to help you get faster insights from your data. This book will give you an introduction to the concept of analytics on the cloud, and the different cloud services popularly used for processing and analyzing data. If you’re planning to adopt the cloud analytics model for your business, this book will help you understand the design and business considerations to be kept in mind, and choose the best tools and alternatives for analytics, based on your requirements.

  • Lifetime access to eBook w/ 282 pages
  • Get a better understanding of Google Cloud Platform & its tools
  • Go through the 70+ services available in Google Cloud Platform & their implementation
  • Build an end-to-end analytics pipeline on the cloud by leveraging popular concepts
  • Have a better understanding of cloud analytics as a concept
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Sanket Thodge is an entrepreneur by profession based out of Pune, India. He started his journey in the service industry but soon incorporated a startup with the name Pi R Square Digital Solutions Pvt. Ltd. With expertise in Hadoop Developer, he explored Cloud, IoT, Machine Learning, and Blockchain. He has also applied for a patent in IoT and has worked with numerous startups and multinationals in providing consultancy, architecture building, development, and corporate training across the globe.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Google Cloud Platform Administration [eBook]

Learn How to Effectively Deploy Workloads on GCP

By Packt Publishing | in eBooks

On-premise data centers are costly to manage. If you need a data center but don’t want to deal with a physical one, Google Cloud Platform (GCP) is the solution. With GCP, you can build, test, and deploy applications on Google’s infrastructure. Google Cloud Platform Administration begins with GCP fundamentals, with the help of which you will deploy your first app and gain an understanding of Google Cloud architecture and services. Furthermore, you will learn how to manage Compute, networking, and storage resources. As you make your way through the book, you will learn how to track and manage GCP’s usage, monitoring, and billing access control.

  • Lifetime access to eBook w/ 230 pages
  • Deploy your first app & gain an understanding of Google Cloud architecture and services
  • Learn how to manage Compute, networking, & storage resources
  • Track & manage GCP’s usage, monitoring, and billing access control
  • Be able to manage your GCP's access & permissions
  • Explore a list of different developer tools for managing & interacting with the GCP platform
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Ranjit Singh Thakurratan is a two-time published author and has over 10 years of multi-cloud expertise and works as a Principal Chief Architect at DellEMC. Ranjit holds a master's degree in Information Technology—infrastructure assurance and an engineering degree in computer science. He has presented at numerous conferences held at Boston, Washington DC, New York, Denver, and Dallas. He runs a technology blog and he can be reached via his Twitter handle, @RJAPPROVES, and on Linkedin at RJApproves. Apart from technology, Ranjit is also interested in astrophysics, animal welfare, and open source projects.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Google Cloud Platform Cookbook [eBook]

Have a Complete Understanding of How to Implement Google Cloud Services in Your Organization with Ease

By Packt Publishing | in eBooks

Google Cloud Platform is a cloud computing platform that offers products and services to host applications using state-of-the-art infrastructure and technology. You can build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. This book follows a recipe-based approach, giving you hands-on experience to make the most of Google Cloud services. By the end of this book, you'll have a complete understanding of how to implement Google Cloud services in your organization with ease.

5.0/5 rating: ★ ★ ★ ★ ★

  • Lifetime access to eBook w/ 280 pages
  • Utilize Google Cloud's common services
  • Make full use of Google Cloud components such as networking, security, management, & developer tools
  • Deep dive into implementing core Google Cloud services into your organization
  • Monitor your organization's efficiency with best practices
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Legorie Rajan PS has an experience of 12 years in software development, business analysis, and project management. Currently, he works as a cloud consultant on cloud migrations on AWS, Azure, and GCP. He has a rich multicultural experience working in India, the United States, and France. He is a certified AWS solutions architect, RHCE, CEH, and a consultant for application migration to the Cloud. He has a good understanding of full-stack development and has also been a technical reviewer for Packt Publishing.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Google Cloud Platform for Developers [eBook]

Develop, Deploy & Manage Highly Scalable and Reliable Applications with All the Development Tools of Google Cloud Platform

By Packt Publishing | in eBooks

Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications. With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost any language. This book will guide you in designing, deploying, and managing applications running on Google Cloud. By the end of this book, you’ll be well-versed with all the development tools of Google Cloud Platform, and you’ll develop, deploy, and manage highly scalable and reliable applications.

  • Lifetime access to eBook w/ 506 pages
  • Start with App Engine and move on to work with Container Engine, compute engine, & cloud functions
  • Integrate your new applications with the various data solutions on GCP, including Cloud SQL, Bigtable, & Cloud Storage
  • Streamline your workflow with tools such as Source Repositories, Container Builder, & StackDriver
  • Deploy & debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerting for your production systems
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Ted Hunter is a software engineering consultant with fortune 500 companies to design cloud-native solutions and drive public cloud adoption, primarily within the Google ecosystem. He has a background in full-stack development, DevOps transformation, and designing enterprise data solutions. Currently, he is a solution architect at Slalom Consulting, serving clients in the Southeastern United States.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Access
Lifetime
Content
5 hours
Lessons
12

Google Cloud Platform (GCP) For Techs [Video]

Get a Good Overview with Examples of GCP & Its Practical Applications

By Packt Publishing | in Online Courses

Would you like to gain technical knowledge about the Google Cloud Platform? The Google Cloud Platform is big news at the moment. If you learn it now in a practical way, you will not only ace that interview and perform well in your job, but you will be able to troubleshoot in a more efficient way. After all, applied knowledge is power, right? In this course, you will learn IAM, Google Cloud Compute Engine, VPC, CDN, Loadbalancing, Autoscaling, Cloud SQL, Spanner, Buckets, and Datastore with hands-on demos. More contents like Pub/Sub, App Engine, Stackdriver, and so on, will be added in the near future.

  • Access 12 lectures & 5 hours of content 24/7
  • Learn about the Google Cloud Platform in a practical way
  • Troubleshoot in a more efficient way
  • Learn IAM, Google Cloud Compute Engine, VPC, CDN, Loadbalancing & more
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Rajesh works as a Cloud engineer in a Cloud company. This requires him to have experience/expertise in multiple areas. His daily activities make use of his troubleshooting skills for servers (Linux and Windows) and network devices (Cisco, F5 Networks, and Brocade). His company was an early adopter of SDN (Software Defined Networking) solutions and he has been directly involved with this implementation using the VMWare NSX software (and its predecessor - Nicira). He is also called upon to deliver classroom training for other teams in his company. He writes code (Python only) for their Infrastructure for proactive reasons and considers himself an IT enthusiast.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Google Cloud Platform for Architects [eBook]

Use the Important GCP Services the Right Way & In the Right Situation

By Packt Publishing | in eBooks

Using a public cloud platform was considered risky a decade ago, and unconventional even just a few years ago. Today, however, the use of the public cloud is completely mainstream - the norm, rather than the exception. Several leading technology firms, including Google, have built sophisticated cloud platforms, and are locked in a fierce competition for market share. The main goal of this book is to enable you to get the best out of the GCP, and to use it with confidence and competence. By the end of this book, you will be able to make the most out of Google Cloud Platform design.

4.3/5 rating: ★ ★ ★ ★

  • Lifetime access to eBook w/ 372 pages
  • Get the best out of the GCP & use it with confidence and competence
  • Learn why cloud architectures take the forms that they do
  • Help you become a skilled high-level cloud architect
  • Learn how individual cloud services are configured & used
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Vitthal Srinivasan is a Google Cloud Platform Authorized Trainer and certified Google Cloud Architect and Data Engineer. Vitthal holds master's degrees in math and electrical engineering from Stanford and an MBA from INSEAD. He has worked at Google as well as at other large firms, such as Credit Suisse and Flipkart. He is currently in Loonycorn, a technical video content studio, of which he is a cofounder.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Course Outline

  • Your First Program
  • Introduction to Google Cloud for Techs
    • Introduction to Google Cloud for Techs - 2:03
  • Google Cloud - Introduction to GCP
    • Introduction to GCP - 3:49
    • GCP - Signup process (If you are from Europe then this might clear some doubts) - 3:49
    • Demo - GCP- Webconsole (Projects, billing) - 6:00
    • Demo - Cloud SDK - 9:16
  • Google Cloud IAM - (Identity & Access Management)
    • IAM Concepts - 6:01
    • Demo - Add IAM Member - 7:58
    • Demo- Custom Role - 8:44
    • Demo - IAM Hierarchy - 2:56
  • Google Regions & Zones
    • GCP - Regions & Zones - 3:20
  • Google Cloud - Virtual Machine
    • GCP- Google VM Introduction - 7:42
    • Demo - VM (Preemptible, gcloud, Commited Discount etc,.) - 17:09
    • GCP - VM Image & Snapshot - 5:03
    • Demo - VM (Image, Snapshot & Cloning) - 14:35
  • Networking (VPC)
    • A bit about Google's superspeed network - 8:51
    • VPC – Introduction - 9:37
    • Demo - Create VPC - 7:53
    • Demo-Multiple NICs on VM - 10:07
    • VPC Peering - 4:28
    • Demo - VPC Peering - 11:27
  • Google Cloud Load balancer & Autoscaling
    • Load Balancer – Introduction - 6:34
    • Demo- Load balancer & Autoscaling - 18:19
  • CDN - Content & Delivery Network
    • Introduction to CD - 5:44
    • CDN - Flushing the cache & restrictions - 2:29
    • CDN - How to avoid excessive billing - 1:47
    • DEMO - Enabling CDN - 7:56
    • Demo -Invalidating the cache in CDN - 4:21
  • Google Cloud Storage - Cloud SQL
    • Introduction to Google Cloud Storage - 3:26
    • Cloud SQL Introduction - 7:52
    • Cloud SQL - High Availability Introduction - 2:53
    • DEMO - Cloud SQL - Create and Connect (Check that DB Flag!) - 10:55
    • DEMO - Cloud SQL - High Availability - 5:16
  • Cloud Storage – Datastore
    • Why NoSQL? - 3:20
    • How Datastore Scales using Bigtable - 5:06
    • Consistency in Cloud Datastore - 5:52
    • Demo - Cloud Datastore - 9:18
    • Demo - Entity Group in Datastore - 1:34
  • Cloud Storage – Spanner
    • Introduction to Spanner - 7:41
    • Spanner Data Types & Models - 7:51
    • Demo –Spanner - 4:34
    • Demo - Connect to Spanner from Compute Engine (IAM + PHP) - 7:51
  • Google Cloud Storage - Storage (Store that Gorilla picture!)
    • Introduction to Storage - 4:48
    • Storage - Buckets and Objects - 9:31
    • Demo - Copy using gsutil & store that Gorilla picture! - 7:34

View Full Curriculum


Access
Lifetime
Content
4 hours
Lessons
6

Google Cloud Machine Learning with TensorFlow [Video]

Be an Expert at Training & Serving Neural Models and Beyond

By Packt Publishing | in Online Courses

TensorFlow has become the first choice for deep learning tasks because of the way it facilitates building powerful and sophisticated neural networks. The Google Cloud Platform is a great place to run TF models at scale, and perform distributed training and prediction. This course shows you how to use Google Cloud to train TensorFlow models and use them to predict results for multiple users. You will learn to efficiently train neural networks using large datasets and to serve your training models. By the end of the course, you will be an expert at training and serving neural models, and beyond.

3.7/5 rating: ★ ★ ★ ★ ★

  • Access 6 lectures & 4 hours of content 24/7
  • Use Google Cloud to train TensorFlow models & use them to predict results for multiple users
  • Efficiently train neural networks using large datasets & to serve your training models
  • Use the power of Google's Cloud Platform to train deep neural networks faster
  • Run predictions for your model using the cloud
  • Explore topics such as cloud infrastructures, distributed training, serverless technologies, model serving, & more
Packt Publishing | Tech Knowledge in Motion
4.0/5 Instructor Rating: ★ ★ ★ ★

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, Packt has published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

Tobias Zwingmann is Senior Data Scientist at Deutsche Messe AG and possesses a high entrepreneurial bias. In his work, he utilizes small and big data to create value—for example, by turning analytical insights into better customer experience and higher customer engagement. He also supports the development of new data-driven businesses and prototypes new data products for his organization. He likes to learn from and meet open-minded people.

Important Details

  • Length of time users can access this course: lifetime
  • Access options: desktop & mobile
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Any device with basic specifications

Course Outline

  • Your First Program
  • A Quick Start with Google Cloud Platform
    • The Course Overview - 6:49
    • Introduction to the Google Cloud Platform - 7:07
    • Getting a GCP Account - 2:16
    • Walking Through the GCP Console and Google Cloud SDK - 7:43
    • Google Compute and Google Storage - 5:49
    • AI Platform Overview - 2:55
    • Example Workflow with AI Platform Notebooks - 11:54
  • Machine Learning with TensorFlow Fundamentals
    • What Is TensorFlow and What are TensorFlow APIs? - 7:45
    • Lab: Programming in TensorFlow - 8:53
    • Using TensorBoard - 3:44
    • Overview of Machine Learning - 6:27
    • Lab: Linear Regression on TensorFlow - 10:39
    • Logistic Regression - 4:31
    • Lab: Logistic Regression on TensorFlow - 5:35
    • K-Nearest Neighbor (KNN) - 3:57
    • Lab: KNN on TensorFlow - 6:44
  • Basic Model Training with TensorFlow 2.0
    • Lab: Project Setup - 2:00
    • Lab: Staging Data and Preprocessing - 5:14
    • Model Training Using Keras API - 2:02
    • Lab: Testing Model Predictions - 3:50
    • Lab: Exporting the Model for Production - 4:29
  • Advanced Model Training with TensorFlow 2.0
    • Project Setup - 3:56
    • Lab: Staging Data and Preprocessing - 10:29
    • Defining the Model - 3:14
    • Lab: Defining the Distribution Strategy - 4:02
    • Lab: Distributed Training - 3:29
    • Lab: Monitor Learning Process in TensorBoard - 6:31
  • Serving Model Predictions with TensorFlow on GCP
    • Overview: Methods for Serving TensorFlow Models on GCP - 15:07
    • Lab: Setting Up TensorFlow Serving - 1:47
    • Inference Using TensorFlow Serving - 7:02
    • Lab: Deploying Models to AI Platform - 5:49
    • Lab: Inference Using AI Platform - 5:27
    • Lab: Setting Up Cloud Functions for TensorFlow - 7:34
    • Lab: Inference Using Cloud Functions - 3:57
  • Neural Networks
    • Introduction to Neural Network - 6:25
    • Feedforward and Activation Function - 3:37
    • Gradient Descent - 6:43
    • Backpropagation - 5:19
    • One Hot Encoding, Softmax, and Cross-Entropy - 7:30
    • Lab: Building a Simple Neural Network on TensorFlow - 14:21

View Full Curriculum



Terms

  • Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.