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TensorFlow Developer Certificate Guide: Efficiently tackle deep learning and ML problems to ace the Developer Certificate exam - Softcover
Synopsis
Ace the TensorFlow Developer Certificate exam with this comprehensive guide. Learn key TensorFlow concepts and techniques, including data loading and visualization, neural networks, and machine learning. Perfect for aspiring TensorFlow developers.
Key Features
- Data Representation and manipulation with Tensorflow
- Be able to build, compile and train a regression model with Tensorflow
- Be able to build, compile and train a classification model with Tensorflow
Book Description
Tensorflow enables ML practitioners to build Deep learning models use to solve complex task across various industries. With Tensorflow Practitioners can easily build and train ML models using Keras API. Tensorflow is used by Twitter, Intel, Google, Airbnb amongst others in solving business problems.
Learning Tensorflow gives you the requisite skills and know how required to build complex deep learning models used in solving small, medium, and large-scale problems in various industries.
Complete with step-by-step explanations of the fundamentals of Tensorflow, image classification, natural language processing and time series analysis and prediction. This book provides practical examples and do it yourself exercises.
By the end of this book, readers should be confident enough to take up and ace their TensorFlow developer certificate exam and start building real world projects
What you will learn
- Image Classification with Tensorflow
- Natural Language Processing with Tensorflow
- Time series, sequences and predictions with Tensorflow
Who This Book Is For
This book is for ML practitioners and enthusiast studying for their Tensorflow Certified Developer Exams.
Table of Contents
- Introduction to Machine Learning
- Introduction to Tensorflow
- Linear Regression with Tensorflow
- Classification with Tensorflow
- Image Classification with Neural Networks
- Improving the model
- Image Classification with Convolution Neural Networks
- Handling Overfitting
- Transfer Learning
- Introduction to Natural Language Processing
- Natural Language Processing with Tensorflow
- Introduction to Time Series, Sequence and Prediction
- Time Series, Sequence and Prediction with Tensorflow
"synopsis" may belong to another edition of this title.
About the Author
Oluwole Fagbohun is a Machine Learning Engineer (Lead) at Changeblock.
"About this title" may belong to another edition of this title.
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TensorFlow Developer Certificate Guide
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TensorFlow Developer Certificate Guide: Efficiently tackle deep learning and ML problems to ace the Developer Certificate exam
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Achieve TensorFlow certification with this comprehensive guide covering all exam topics using a hands-on, step-by-step approach-perfect for aspiring TensorFlow developersKey Features:Build real-world computer vision, natural language, and time series applicationsLearn how to overcome issues such as overfitting with techniques such as data augmentationMaster transfer learning-what it is and how to build applications with pre-trained modelsPurchase of the print or Kindle book includes a free PDF Elektronisches BuchBook 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.What You Will Learn:Prepare for success in the TensorFlow Developer Certification examMaster regression and classification modelling with TensorFlow 2.xBuild, train, evaluate, and fine-tune deep learning modelsCombat overfitting using techniques such as dropout and data augmentationClassify images, encompassing preprocessing and image data augmentationApply TensorFlow for NLP tasks like text classification and generationPredict time series data, such as stock pricesExplore real-world case studies and engage in hands-on exercisesWho this book is 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. Seller Inventory # 9781803240138
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