Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletter Hub
Free Learning
Arrow right icon
timer SALE ENDS IN
0 Days
:
00 Hours
:
00 Minutes
:
00 Seconds
TensorFlow Developer Certificate Guide
TensorFlow Developer Certificate Guide

TensorFlow Developer Certificate Guide: Efficiently tackle deep learning and ML problems to ace the Developer Certificate exam

eBook
£26.99
Paperback
£33.99
Subscription
Free Trial
Renews at £9.99p/m

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Key benefits

  • Build real-world computer vision, natural language, and time series applications
  • Learn how to overcome issues such as overfitting with techniques such as data augmentation
  • Master transfer learning—what it is and how to build applications with pre-trained models
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

The TensorFlow Developer Certificate Guide is an indispensable resource for machine learning enthusiasts and data professionals seeking to master TensorFlow and validate their skills by earning the certification. This practical guide equips you with the skills and knowledge necessary to build robust deep learning models that effectively tackle real-world challenges across diverse industries. You’ll embark on a journey of skill acquisition through easy-to-follow, step-by-step explanations and practical examples, mastering the craft of building sophisticated models using TensorFlow 2.x and overcoming common hurdles such as overfitting and data augmentation. With this book, you’ll discover a wide range of practical applications, including computer vision, natural language processing, and time series prediction. To prepare you for the TensorFlow Developer Certificate exam, it offers comprehensive coverage of exam topics, including image classification, natural language processing (NLP), and time series analysis. With the TensorFlow certification, you’ll be primed to tackle a broad spectrum of business problems and advance your career in the exciting field of machine learning. Whether you are a novice or an experienced developer, this guide will propel you to achieve your aspirations and become a highly skilled TensorFlow professional.

Who is this book for?

This book is for machine learning and data science enthusiasts, as well as data professionals aiming to demonstrate their expertise in building deep learning applications with TensorFlow. Through a comprehensive hands-on approach, this book covers all the essential exam prerequisites to equip you with the skills needed to excel as a TensorFlow developer and advance your career in machine learning. A fundamental grasp of Python programming is the only prerequisite.

What you will learn

  • Prepare for success in the TensorFlow Developer Certification exam
  • Master regression and classification modelling with TensorFlow 2.x
  • Build, train, evaluate, and fine-tune deep learning models
  • Combat overfitting using techniques such as dropout and data augmentation
  • Classify images, encompassing preprocessing and image data augmentation
  • Apply TensorFlow for NLP tasks like text classification and generation
  • Predict time series data, such as stock prices
  • Explore real-world case studies and engage in hands-on exercises

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Sep 29, 2023
Length: 344 pages
Edition : 1st
Language : English
ISBN-13 : 9781803249209
Category :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Product Details

Publication date : Sep 29, 2023
Length: 344 pages
Edition : 1st
Language : English
ISBN-13 : 9781803249209
Category :

Packt Subscriptions

See our plans and pricing
Modal Close icon
£9.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 6,500+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
£99.99 billed annually
Feature tick icon Unlimited access to Packt's library of 6,500+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just £5 each
Feature tick icon Exclusive print discounts
£139.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 6,500+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just £5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total £ 109.97
50 Algorithms Every Programmer Should Know
£37.99
Interpretable Machine Learning with Python
£37.99
TensorFlow Developer Certificate Guide
£33.99
Total £ 109.97 Stars icon
Visually different images

Customer reviews

Top Reviews
Rating distribution
Full star icon Full star icon Full star icon Full star icon Full star icon 5
(7 Ratings)
5 star 100%
4 star 0%
3 star 0%
2 star 0%
1 star 0%
Filter icon Filter
Top Reviews

Filter reviews by




H2N Oct 26, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
The book is an essential guide for aspirants of the TensorFlow Developer Certificate exam. Starting with foundational machine learning principles, the book systematically advances readers through TensorFlow's vast ecosystem, emphasizing hands-on learning. Beyond explaining model building, it offers insights on evaluating them, from linear regression to neural networks. It extensively covers Convolutional Neural Networks, addressing challenges like overfitting. The book excels in discussing Natural Language Processing, detailing from basics to advanced techniques. The conclusive chapters blend theory and practice in time series forecasting. More than a study guide, this book is a comprehensive journey into TensorFlow's depths.
Amazon Verified review Amazon
Grace Dec 28, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book helped me understand deep learning models for time series forecasting. Most importantly the book does not assume your expertise and explains the nitty-gritty of the models to every level of machine learning expertise from beginners to experts.
Amazon Verified review Amazon
shakir Jan 27, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
A 5 star as I was able to pass mainly by preparing on the examples in this book :). Some of the explanations were a bit hard to understand, I just went through the notebooks on github though... The beginning chapters were some what easy to digest.
Amazon Verified review Amazon
Steven Fernandes Oct 29, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This guide is an essential resource for those aiming to pass the TensorFlow Developer Certification exam. It covers the breadth of TensorFlow 2.x applications, teaching readers to master regression and classification modeling. Readers will learn to build, train, evaluate, and refine deep learning models while employing strategies to prevent overfitting, such as dropout and data augmentation. The book delves into image classification with preprocessing techniques, applies TensorFlow to natural language processing tasks like text classification and generation, and tackles the prediction of time series data, including stock prices. Real-world case studies and practical exercises solidify the learning experience.
Amazon Verified review Amazon
Om S Oct 10, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This comprehensive guide covers all exam topics and offers hands-on, step-by-step guidance to help you achieve TensorFlow certification. It equips you with essential skills to build robust deep learning models for real-world applications, such as computer vision, natural language processing, and time series prediction.The book addresses common challenges like overfitting, data augmentation, and transfer learning, making it suitable for both beginners and experienced developers. It thoroughly prepares you for the TensorFlow Developer Certification exam, covering regression, classification, NLP, and more. Whether you're new to machine learning or a seasoned pro, this guide will help you excel in the exciting field of TensorFlow and advance your career. The only prerequisite is a basic understanding of Python programming.
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.