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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn and Tensorflow (Step-by-Step Tutorial For Beginners)
77% des répondants recommanderaient ceci à un ami
XOF 15953
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This book is the best guide for you.
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Ce qui se démarque
Détails du produit
| Publisher | Independently published |
| Publication date | March 13, 2019 |
| Language | English |
| Print length | 176 pages |
| ISBN-10 | 1090434162 |
| ISBN-13 | 978-1090434166 |
| Item Weight | 9.5 ounces (269.33 grams) |
| Dimensions | 6 x 0.44 x 9 inches (15.2 x 1.1 x 22.9 cm) |
| Country of Origin | This item will be imported from US |
| Date First Available | November 17, 2021 |
| What is in the box | Python Machine Learning: Machine... For more details, please check description/product details |
À qui est-ce destiné ?
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Beginner Programmers
Those new to programming will find clear explanations and practical examples to facilitate learning machine learning.
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Data Science Enthusiasts
Individuals interested in data analysis can leverage this book to understand and implement machine learning techniques effectively.
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Self-learners
Learners who prefer self-study will benefit from the step-by-step tutorials and hands-on practice in Python.
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Advanced Practitioners
Experienced data scientists may find the content too basic and lacking in advanced machine learning techniques.
DESCRIPTION DU PRODUIT
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn and Tensorflow (Step-by-Step Tutorial For Beginners)
Questions et réponses des clients
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question:
What is the main focus of the book 'Python Machine Learning'?
répondre: The book primarily focuses on providing a comprehensive introduction to machine learning and deep learning using Python programming. It guides beginners through fundamental concepts, practical techniques, and step-by-step tutorials. It emphasizes hands-on learning by demonstrating how to implement various algorithms using popular libraries like scikit-learn and TensorFlow, enabling readers to build their own machine learning models and applications. -
question:
Who is the target audience for this book?
répondre: This book is aimed at beginners who have little to no experience with machine learning or deep learning. It's perfect for individuals interested in enhancing their programming skills or students pursuing studies in data science and artificial intelligence. The step-by-step approach ensures that even those new to programming can grasp complex concepts, making it accessible for a wide range of readers seeking to enter the field of machine learning. -
question:
What programming skills are required to benefit from this book?
répondre: While prior programming experience is helpful, it is not strictly necessary for readers of 'Python Machine Learning.' The book is designed for beginners and teaches programming concepts in the context of machine learning. Basic understanding of Python is beneficial, but the tutorial approach breaks down complex tasks into manageable steps, allowing readers to gradually build their skills as they progress through the content. -
question:
Does the book cover practical examples of machine learning projects?
répondre: Yes, the book includes numerous practical examples and projects that allow readers to apply what they've learned in real-world scenarios. Each chapter presents case studies that help readers understand how to implement machine learning algorithms effectively. By working through these examples—such as creating predictive models or classification tasks—readers gain valuable hands-on experience, which is essential for mastering machine learning techniques. -
question:
Is deep learning covered in this book?
répondre: Absolutely! 'Python Machine Learning' also delves into deep learning concepts, explaining how they differ from traditional machine learning methods. It introduces neural networks and demonstrates practical implementations using TensorFlow. This is particularly beneficial for readers looking to explore advanced topics, as deep learning is increasingly important in areas like image recognition and natural language processing. -
question:
How does this book help in practical machine learning applications?
répondre: The book emphasizes practical applications of machine learning by guiding readers through the entire process—from data preprocessing to model evaluation. Each tutorial is designed to be hands-on, using real datasets. This approach not only helps reinforce the concepts learned but also prepares readers to tackle similar challenges in their own projects, whether in academic settings or industry applications. -
question:
What are the key topics covered in the book?
répondre: Key topics include foundational concepts in machine learning, data preprocessing techniques, supervised and unsupervised learning algorithms, neural networks, model evaluation, and deployment strategies. The structured layout allows readers to build upon their knowledge sequentially, ensuring that they develop a well-rounded understanding of both machine learning and deep learning principles, starting from the basics to more advanced techniques. -
question:
Are there any prerequisites for this book?
répondre: The book is designed for readers with a beginner level of programming knowledge, ideally in Python. Familiarity with basic mathematical and statistical concepts can enhance understanding but is not mandatory. The author clearly explains necessary concepts as they arise, ensuring that readers can keep pace with the material and feel confident in their learning journey. -
question:
Can this book be used for self-study?
répondre: Yes, 'Python Machine Learning' is well-suited for self-study. Its structured approach, with clear explanations and examples, allows readers to learn at their own pace. The step-by-step tutorials provide practical exercises that reinforce learning. This format encourages independent exploration and experimentation, making it an ideal resource for those looking to enhance their skills in machine learning and data science without formal instruction. -
question:
Where can I buy Python Machine Learning in Burkina Faso?
répondre: You can purchase 'Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow' on Ubuy. Ubuy is a reliable e-commerce platform that offers a wide range of books and educational resources, providing customers with convenient shopping options tailored to their needs in Burkina Faso.
Intelligence & Semantics Editorial Review
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Caractéristiques et avantages
- Explore machine learning and deep learning from the basics.
- Written in simple language with practical examples.
- Chronologically organized for step-by-step learning.
- Learn to implement ML algorithms using Python.
- Gain insights into Scikit-Learn and TensorFlow libraries.
- Ideal for beginners and professionals in data science.
Assurance Ubuy
Profitez d'une expérience d'achat sereine avec des produits 100 % originaux, une sécurité de paiement conforme PCI DSS, une protection des données certifiée ISO 27001, la livraison transfrontalière la plus rapide, les retours gratuits* et un emballage sécurisé pour chaque commande.