Practical Deep Learning: A Python-Based Introduction, (Paperback)
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Practical Deep Learning teaches total beginners how to build datasets and train neural networks for DL projects. This is the book you've been waiting for if you've been curious about machine learning.
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Toote üksikasjad
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computing & Internet |
| Publication date | February, 2021 |
| Pages | 464 |
| Reading level | General |
| Subgenre | Data Science |
| Series title | No Series |
| Edition | 1 |
| Publisher | No Starch Press |
| Original languages | English |
| Language | English |
| Edu focus | Technology |
| Educational level | High School |
| Is collectible | N |
| Illustrator | Kevin Howdeshell |
| Binding type | Perfect Binding |
| Recording time | 0 min |
| Retail packaging | Single Piece |
| Assembled product dimensions (l x w x h) | 7.00 x 1.30 x 9.20 in (17.8 x 3.3 x 23.4 cm) |
| Assembled product weight | 1.94 lb (880 grams) |
| Bisac subject heading | Computers |
Who Should Buy?
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Beginners in AI
Perfect for those new to artificial intelligence and deep learning concepts, providing clear explanations and practical examples.
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Python Programmers
Ideal for existing Python developers wanting to enhance their skills in deep learning applications using familiar programming language.
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Data Scientists
Beneficial for data scientists looking to incorporate deep learning techniques into their data analysis and machine learning workflows.
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Advanced Users
Not ideal for experienced deep learning practitioners seeking advanced theories or cutting-edge techniques beyond basic frameworks.
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Practical Deep Learning: A Python-Based Introduction, (Paperback)
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Ronald T Kneusel All Books Editorial Review
Practical Deep Learning: A Python-Based Introduction is a comprehensive non-fiction book that spans 464 pages, offering readers a valuable insight into the field of deep learning, tailored for individuals at a general reading level. The paperback format ensures ease of use for those studying computing and the broader genre of data science. Published by No Starch Press in February 2021, this book is conducive for high school educational levels, making it accessible for students and educators alike. With its perfect binding and authored with contributions from illustrator Kevin Howdeshell, it stands as a solid reference for technology enthusiasts and learners aiming to grasp deep learning fundamentals.
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Plussid
- Comprehensive guide for Python-based deep learning
- Suitable for high school education
- Well-structured for general readers
- Perfect binding ensures durability
- Includes insights into data science applications
Miinused
- No series title may limit broader context
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Omadused ja eelised
- Teaches beginners to build datasets for neural networks
- Focuses on deep learning subfield of machine learning
- Explains core concepts and foundations
- Inspires exploration of deep learning
- Covers Python, scikit-learn, Keras libraries
- Includes building models from scratch and a final case study
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