Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition
Python Machine Learning By Example, Third Edition serves as a comprehensive gateway into the world of machine learning (ML) and provides actionable insights on the key fundamentals of ML with Python programming.
Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition
Articol nr.: 32821659

Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition

Articol nr.: 32821659

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Python Machine Learning By Example, Third Edition serves as a comprehensive gateway into the world of machine learning (ML) and provides actionable insights on the key fundamentals of ML with Python programming.
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Ce Iese în evidență

Comprehensive Learning
This edition provides a thorough exploration of machine learning concepts using Python, offering practical examples and hands-on projects that cater to beginners and experienced users alike.
Framework Diversity
Utilizing multiple frameworks like TensorFlow, PyTorch, and scikit-learn allows users to develop a versatile skill set, adapting to various machine learning applications and industry standards.
Updated Techniques
With the latest advancements and practices in machine learning, this book ensures readers are equipped with cutting-edge techniques and insights to build intelligent systems effectively.

Detalii produs

Shop Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition online at a best price in România. 1800209711
  • Comprehensive guide to practical machine learning with Python, TensorFlow 2, PyTorch, and scikit-learn
  • Exploration of cutting-edge content on deep learning and reinforcement learning
  • Use of Python libraries such as TensorFlow, PyTorch, and scikit-learn to track machine learning projects
  • New chapters covering topics like movie recommendation, face recognition, stock price prediction, and more
  • Focus on important concepts in ML and data science using Python
  • Target audience includes machine learning enthusiasts, data analysts, and data engineers with prior knowledge of Python coding
Publisher Packt Publishing
Publication date October 30, 2020
Edition 3rd
Language English
Print length 526 pages
ISBN-10 1800209711
ISBN-13 978-1800209718
Item Weight 1.97 pounds (890 grams)
Dimensions 7.5 x 1.19 x 9.25 inches (19.1 x 3 x 23.5 cm)

Cine Ar Trebui să Cumpere?

Suitable For
  • Beginner Data Scientists

    Ideal for individuals new to machine learning seeking practical examples and hands-on experience in Python.

  • Intermediate Programmers

    Suited for programmers familiar with Python looking to expand their skills into machine learning concepts and applications.

  • Self-Learners

    Beneficial for self-motivated learners wanting to understand machine learning through real-world projects using popular libraries.

Not Suitable For
  • Absolute Beginners

    Not ideal for those with no programming background, as it requires prior knowledge of Python.

DESCRIEREA PRODUSULUI

Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition

Aveți întrebări? Discutați cu noi

Întrebări și răspunsuri ale clienților

  • Întrebare: What are the main concepts covered in Python Machine Learning By Example?

    Răspuns: The book covers foundational concepts in machine learning, including data preprocessing, model building, and evaluation. It specifically explores Python libraries such as TensorFlow 2, PyTorch, and scikit-learn to build intelligent systems. These tools facilitate the creation and training of models for various applications, from image recognition to natural language processing, enabling readers to implement their own machine learning solutions effectively.
  • Întrebare: Is this book suitable for beginners in machine learning?

    Răspuns: Yes, this book is suitable for beginners who have a basic understanding of Python programming. It walks readers through practical examples and project-based learning, ensuring that foundational concepts in machine learning are well explained. The hands-on approach, along with the clear coding examples, helps novices gain confidence in applying machine learning techniques, making them resourceful in real-world scenarios.
  • Întrebare: What programming languages are predominantly used in this book?

    Răspuns: The book predominantly uses Python as the primary programming language due to its extensive libraries and frameworks for machine learning. Readers will work with TensorFlow 2, PyTorch, and scikit-learn. These libraries offer robust tools for model development and deployment, demonstrating how Python simplifies complex machine learning tasks, thereby enhancing the reader's coding experience through practical implementation.
  • Întrebare: Can I apply what I learn from the book to real-world projects?

    Răspuns: Absolutely! The book is designed to help readers translate theoretical concepts into real-world applications. It includes numerous examples and case studies, allowing you to tackle projects like image classification, sentiment analysis, and predictive modeling. This hands-on approach equips you with the necessary skills and practical knowledge, making the transition from learning to applying machine learning techniques seamless.
  • Întrebare: What prerequisites should I have before reading this book?

    Răspuns: Before diving into this book, a basic understanding of Python programming is recommended. Familiarity with fundamental programming concepts like data structures, loops, and functions will significantly enhance your learning experience. Additionally, having some background knowledge in statistics and mathematics can help you grasp machine learning algorithms better, although the book does offer explanations to guide readers through necessary concepts.
  • Întrebare: How does this edition differ from previous ones?

    Răspuns: The 3rd edition of 'Python Machine Learning By Example' features updated content that reflects the latest advancements in machine learning. It includes new examples, enhanced explanations of complex topics, and additional projects using the latest versions of Python libraries. This ensures that readers are learning cutting-edge practices in machine learning, which is essential for staying competitive in the data science field.
  • Întrebare: What type of projects can I expect to build from this book?

    Răspuns: Readers can expect to build a variety of projects, such as spam detection systems, sentiment analysis models, and image recognition applications. The book emphasizes project-based learning through practical examples, allowing readers to grasp machine learning concepts while developing tangible outcomes. This approach ensures that you not only understand the theory but also gain hands-on experience in your projects.
  • Întrebare: Does the book include code examples?

    Răspuns: Yes, the book is rich in code examples, which are essential for practical learning. Each chapter includes Python code snippets that illustrate how to implement machine learning algorithms using TensorFlow, PyTorch, and scikit-learn. This hands-on coding approach reinforces theoretical concepts, aiding in understanding and allowing readers to experiment with code for a deeper grasp of the material.
  • Întrebare: What level of machine learning knowledge is required?

    Răspuns: The book is tailored for readers with no prior machine learning experience, making it accessible to beginners. However, it also offers insights that intermediate learners will find valuable. By progressing through practical examples and real-life applications, readers can develop their understanding and skills from the ground up, ensuring a solid foundation in machine learning practices.
  • Întrebare: Where can I buy Python Machine Learning By Example in Romania?

    Răspuns: You can buy 'Python Machine Learning By Example: Build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn, 3rd Edition' on Ubuy. Ubuy offers a convenient and reliable platform to purchase this book, ensuring that you can access the latest edition and enhance your machine learning knowledge with ease.

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