How Long to Read Hands-on Machine Learning with Python

How Long Does it Take to Read Hands-on Machine Learning with Python?

It takes the average reader 5 hours and 41 minutes to read Hands-on Machine Learning with Python by Ashwin Pajankar

Assuming a reading speed of 250 words per minute. Learn more

Description

Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It also serves as a long-term reference manual for the practitioners who will find solutions to commonly occurring scenarios. The book is divided into three sections. The first section introduces you to number crunching and data analysis tools using Python with in-depth explanation on environment configuration, data loading, numerical processing, data analysis, and visualizations. The second section covers machine learning basics and Scikit-learn library. It also explains supervised learning, unsupervised learning, implementation, and classification of regression algorithms, and ensemble learning methods in an easy manner with theoretical and practical lessons. The third section explains complex neural network architectures with details on internal working and implementation of convolutional neural networks. The final chapter contains a detailed end-to-end solution with neural networks in Pytorch. After completing Hands-on Machine Learning with Python, you will be able to implement machine learning and neural network solutions and extend them to your advantage. What You'll Learn Review data structures in NumPy and Pandas Demonstrate machine learning techniques and algorithm Understand supervised learning and unsupervised learning Examine convolutional neural networks and Recurrent neural networks Get acquainted with scikit-learn and PyTorch Predict sequences in recurrent neural networks and long short term memory Who This Book Is For Data scientists, machine learning engineers, and software professionals with basic skills in Python programming.

How long is Hands-on Machine Learning with Python?

Hands-on Machine Learning with Python by Ashwin Pajankar is 335 pages long, and a total of 85,425 words.

This makes it 113% the length of the average book. It also has 104% more words than the average book.

How Long Does it Take to Read Hands-on Machine Learning with Python Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 46 minutes to read Hands-on Machine Learning with Python aloud.

What Reading Level is Hands-on Machine Learning with Python?

Hands-on Machine Learning with Python is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Hands-on Machine Learning with Python?

Hands-on Machine Learning with Python by Ashwin Pajankar is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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