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Item #:
47771768
The TensorFlow Workshop: A hands-on guide to building deep learning models from scratch using real-world datasets
Item #:
47771768
SAR 223
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Combining clear explanations, realistic examples, and plenty of hands-on practice, it'll quickly get you up and running.
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What Stands Out
Hands-on Learning
Engages learners through practical exercises, enhancing understanding of deep learning concepts while building real-world models, perfect for beginners and experienced programmers alike.
Real-world Datasets
Utilizes authentic datasets to teach model building, ensuring learners gain applicable skills and insights, making the knowledge directly relevant to industry applications.
Comprehensive Guide
Covers deep learning from fundamentals to advanced techniques, providing an exhaustive walkthrough for readers looking to master TensorFlow by creating their own models.
Product Details
| Publisher | Packt Publishing |
| Publication date | December 15, 2021 |
| Language | English |
| Print length | 600 pages |
| ISBN-10 | 1800205252 |
| ISBN-13 | 978-1800205253 |
| Item Weight | 2.35 pounds (1.07 kg) |
| Dimensions | 7.5 x 1.36 x 9.25 inches (19.1 x 3.5 x 23.5 cm) |
Who Should Buy?
-
Aspiring Data Scientists
Perfect for individuals seeking hands-on experience in deep learning and practical applications using TensorFlow.
-
Developers Transitioning to AI
Great for software developers wanting to expand their skills into machine learning and artificial intelligence domains.
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Educators and Trainers
Useful for educators looking for a structured way to teach deep learning concepts through practical projects.
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Complete Beginners
Not suited for those with no prior programming or machine learning experience, as it requires foundational knowledge.
Product Description
The TensorFlow Workshop: A hands-on guide to building deep learning models from scratch using real-world datasets
About This Item
Get ready to take your deep learning skills to the next level with The TensorFlow Workshop! This hands-on guide is your ticket to mastering the art of building powerful deep learning models from scratch using real-world datasets. Whether you're an online retailer, e-commerce business, or simply looking to enhance your online store, this workshop is your key to unlocking the full potential of TensorFlow in the e-commerce realm. Dive into practical applications and implementation strategies that will revolutionize the way you analyze real-world datasets and optimize your e-commerce performance. With The TensorFlow Workshop, you'll gain invaluable insights into leveraging deep learning models to elevate your online retail experience. Don't miss out on this opportunity to explore the endless possibilities of real-world datasets and revolutionize the way you do business online.
Take your e-commerce game to the next level with The TensorFlow Workshop today!.
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Customer Questions & Answers
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Question:
What prior knowledge is required for this book?
Answer: Basic knowledge of Python programming and its libraries, as well as a general understanding of the fundamentals of data science and machine learning. -
Question:
What types of data processing are covered in this book?
Answer: The book covers pre-processing a wide variety of tabular, sequential, and image data. -
Question:
What are some of the real-world applications covered in the book?
Answer: Real-world deep learning applications such as text encoding, temperature forecasting, image augmentation, and audio processing are covered.
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Features & Benefits
- Understand the fundamentals of tensors, neural networks, and deep learning
- Discover how to implement and fine-tune deep learning models for real-world datasets
- Build your experience and confidence with hands-on exercises and activities
- Learn to work with different types of neural networks and apply them to real-world applications
- Gain skills to tackle ambitious deep learning projects with TensorFlow
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