What topics are covered in Python Machine Learning, 3rd Edition?

This edition of Python Machine Learning explores essential topics like machine learning algorithms, deep learning methods, and practical implementations using Python libraries such as scikit-learn and TensorFlow 2. It covers supervised and unsupervised learning techniques, model evaluation, neural networks, and hyperparameter tuning. Readers will gain a solid understanding of how to apply these concepts in real-world scenarios, making it ideal for both novices and experienced practitioners in the field of data science.

Who is the target audience for Python Machine Learning, 3rd Edition?

The book targets a diverse range of readers, including beginners looking to break into machine learning, students studying data science, and professionals seeking to deepen their knowledge. It employs a practical approach with hands-on projects and examples, making complex concepts accessible. Whether you're a software developer looking to incorporate machine learning or a researcher needing to implement advanced algorithms, this book serves as a valuable resource.

What programming knowledge is required to benefit from this book?

To fully engage with this book, readers should have a fundamental understanding of Python programming. Familiarity with concepts like data structures, functions, and basic libraries such as NumPy and pandas will significantly enhance the learning experience. While the book aims to teach machine learning concepts, prior programming knowledge helps in effectively applying the techniques and examples discussed throughout the chapters.

How does this book differ from previous editions?

The third edition of Python Machine Learning introduces updated content reflecting advancements in machine learning technologies and techniques. New chapters on deep learning with TensorFlow 2, enhancements in practical examples, and clearer guidelines for implementing algorithms make it distinct. Additionally, it includes more case studies and insights into current industry practices, providing readers with a contemporary perspective on machine learning applications.

Are there practical exercises available in this book?

Yes, this book includes a variety of practical exercises that allow readers to apply the theoretical concepts learned. Each chapter features coding examples and real-world projects that guide you through implementing machine learning models from scratch. This hands-on approach helps solidify understanding and builds confidence in applying machine learning techniques to various datasets and scenarios.

What tools and libraries are utilized in this edition?

This edition primarily utilizes popular Python libraries such as scikit-learn for traditional machine learning tasks and TensorFlow 2 for deep learning applications. It guides readers on how to set up their development environment and provides code snippets that facilitate practical implementation. Mastering these tools is crucial for developing machine learning applications, making this book a great starting point for aspiring data scientists.

Are there any prerequisites for reading this book?

While there are no strict prerequisites, a basic understanding of programming concepts, especially in Python, is beneficial. Readers new to machine learning may also benefit from having prior knowledge of statistics and linear algebra, as these subjects provide a foundation for understanding various algorithms and techniques discussed. Overall, the book is designed to cater to a wide audience, accommodating both beginners and experienced readers.

Can you provide examples of projects or case studies in the book?

Certainly! The book features several practical projects, including building a recommendation system, predicting house prices, and classifying images using convolutional neural networks. These case studies not only illustrate the implementation of various machine learning algorithms but also demonstrate their real-life applicability. By working through these projects, readers can enhance their skills and apply machine learning techniques to solve actual business problems.

What is the importance of hyperparameter tuning in the book?

Hyperparameter tuning is crucial as it significantly affects the performance of machine learning models. In the book, readers learn about various methods like grid search and random search to optimize model parameters effectively. Understanding how to fine-tune these hyperparameters enables users to improve model accuracy and efficiency, making it essential for anyone looking to achieve high-quality results in their machine learning projects.

How to Shop Python Machine Learning: Machine Learning and Deep Online From Ubuy?

It’s easy to shop Python Machine Learning: Machine Learning and Deep online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.

Is Python Machine Learning: Machine Learning and Deep Available to Shop Online in Pakistan?

Yes, at Ubuy Pakistan this product is available for you to shop at a reasonable price. The Python Machine Learning: Machine Learning and Deep is not available locally but you can trust us with our express shipping services.

How Long Does It Take to Get Product After Placing the Order?

The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.

Item #: 225782241

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

Q: Where can I buy Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition?

You can purchase Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition from Ubuy. Ubuy offers a variety of purchasing options and is a reliable platform to acquire the book in Pakistan, ensuring you get the latest edition you need to enhance your knowledge in machine learning.

89% of respondents would recommend this to a friend

Item #: 225782241

PKR 17451

Price Details

Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )

^{*All items will import from US}

Availability : In stock

Imported from USA store

QTY:

Order now and get it around Thursday, October 08

Secured transaction

Our Top Logistics Partners

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.

U-Care Warranty:

None

Select a Plan

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

Note: Step Down Voltage Transformer required for using electronics products of US store (110-120). Recommended power converters Buy Now.

What Stands Out

Comprehensive Coverage

This edition thoroughly explores both machine learning and deep learning, offering in-depth insights into Python, Scikit-learn, and TensorFlow 2, making it suitable for beginners and seasoned professionals alike.

Hands-On Projects

Includes practical projects that allow readers to apply theoretical concepts, enhancing learning and ensuring skill retention through real-world examples and code implementations, catering to diverse learning styles.

Latest Techniques

Stays current with the latest advancements in ML and DL, ensuring readers are equipped with relevant tools and methodologies that reflect modern techniques, providing a competitive edge in the job market.

Product Details

Third edition of the bestselling Python machine learning book
Clear and intuitive explanations of machine learning techniques
Updated and expanded for TensorFlow 2, GANs, and reinforcement learning
Covers scikit-learn, TensorFlow, and PyTorch frameworks
Includes practical examples for image classification, sentiment analysis, and more
Suitable for beginners and intermediate readers

Publisher	Packt Publishing
Publication date	December 12, 2019
Edition	3rd ed.
Language	English
Print length	770 pages
ISBN-10	1789955750
ISBN-13	978-1789955750
Item Weight	2.87 pounds (1.3 kg)
Dimensions	7.5 x 1.74 x 9.25 inches (19.1 x 4.4 x 23.5 cm)

Who Should Buy?

Aspiring Data Scientists
Ideal for beginners looking to understand machine learning concepts through practical examples using Python and popular libraries.
Developers Seeking Skills
Software developers wanting to integrate machine learning into applications can learn necessary techniques and frameworks from this guide.
AI/ML Enthusiasts
Those passionate about artificial intelligence and machine learning will find advanced concepts explained concisely with hands-on projects.

Complete Novices
Individuals without any programming experience may struggle with the technical content and coding requirements of the book.

Product Description

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

Have any Query? Chat with us

Customer Questions & Answers

Question: How to Shop Python Machine Learning: Machine Learning and Deep Online From Ubuy?

Answer: It’s easy to shop Python Machine Learning: Machine Learning and Deep online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.
Question: Is Python Machine Learning: Machine Learning and Deep Available to Shop Online in Pakistan?

Answer: Yes, at Ubuy Pakistan this product is available for you to shop at a reasonable price. The Python Machine Learning: Machine Learning and Deep is not available locally but you can trust us with our express shipping services.
Question: How Long Does It Take to Get Product After Placing the Order?

Answer: The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

Neural Networks Editorial Review

No editorial reviews found

Customer Reviews & Ratings

5.0

1 customers ratings

5 Star

100%
4 Star

0%
3 Star

0%
2 Star

0%
1 Star

0%

Review this product

Share your thoughts with other customers

Product Price History

Important information

Limitations : For products shipped internationally, please note that any manufacturer warranty may not be valid; manufacturer service options may not be available; product manuals, instructions, and safety warnings may not be in destination country languages; the products (and accompanying materials) may not be designed in accordance with destination country standards, specifications, and labeling requirements; and the products may not conform to destination country voltage and other electrical standards (requiring use of an adapter or converter if appropriate). The recipient is responsible for assuring that the product can be lawfully imported to the destination country. When ordering from Ubuy or its affiliates, the recipient is the importer of record and must comply with all laws and regulations of the destination country.
Not all the products listed on Ubuy are for sale, as Ubuy is a global search engine. Products are subject to export/trade regulations.

PKR 17451

Order now and get it around Thursday, October 08

QTY:

Secured transaction

PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.

Our Top Logistics Partners

Fastest cross-border delivery

Features & Benefits

Comprehensive guide to machine learning and deep learning with Python
Covers all the essential machine learning techniques in depth
Introduces readers to TensorFlow 2.0 and latest additions to scikit-learn
Explores cutting-edge reinforcement learning techniques based on deep learning
Ideal for developers and data scientists who want to create practical machine learning and deep learning code
Teaches principles behind machine learning, allowing you to build models and applications for yourself

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

PKR 17451

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Product Details

Who Should Buy?

Product Description

Customer Questions & Answers

Neural Networks Editorial Review

Customer Reviews & Ratings

Review this product

Product Price History

Important information

PKR 17451

Features & Benefits

Ubuy Assurance

Fast
Shipping

Free
Return^*