Ascolti illimitati, 6 mesi a metà prezzo.

Approfitta dell'offerta e entra in un mondo di storie

  • Ascolta e leggi quanto vuoi
  • Oltre 400.000 titoli
  • 6 mesi a metà prezzo, poi 9.99€/mese
  • Disdici quando vuoi
  • Ascolta titoli esclusivi e Storytel Original
Attiva l'offerta
Device Banner Block 894x1036
Cover for Python Machine Learning Blueprints: Put your machine learning concepts to the test by developing real-world smart projects, 2nd Edition

Python Machine Learning Blueprints: Put your machine learning concepts to the test by developing real-world smart projects, 2nd Edition

Corsi di lingua
Inglese
Formato
Categoria

Non-fiction

Discover a project-based approach to mastering machine learning concepts by applying them to everyday problems using libraries such as scikit-learn, TensorFlow, and Keras

Key Features

• Get to grips with Python's machine learning libraries including scikit-learn, TensorFlow, and Keras

• Implement advanced concepts and popular machine learning algorithms in real-world projects

• Build analytics, computer vision, and neural network projects

Book Description

Machine learning is transforming the way we understand and interact with the world around us. This book is the perfect guide for you to put your knowledge and skills into practice and use the Python ecosystem to cover key domains in machine learning. This second edition covers a range of libraries from the Python ecosystem, including TensorFlow and Keras, to help you implement real-world machine learning projects.

The book begins by giving you an overview of machine learning with Python. With the help of complex datasets and optimized techniques, you'll go on to understand how to apply advanced concepts and popular machine learning algorithms to real-world projects. Next, you'll cover projects from domains such as predictive analytics to analyze the stock market and recommendation systems for GitHub repositories. In addition to this, you'll also work on projects from the NLP domain to create a custom news feed using frameworks such as scikit-learn, TensorFlow, and Keras. Following this, you'll learn how to build an advanced chatbot, and scale things up using PySpark. In the concluding chapters, you can look forward to exciting insights into deep learning and you'll even create an application using computer vision and neural networks.

By the end of this book, you'll be able to analyze data seamlessly and make a powerful impact through your projects.

What you will learn

• Understand the Python data science stack and commonly used algorithms

• Build a model to forecast the performance of an Initial Public Offering (IPO) over an initial discrete trading window

• Understand NLP concepts by creating a custom news feed

• Create applications that will recommend GitHub repositories based on ones you've starred, watched, or forked

• Gain the skills to build a chatbot from scratch using PySpark

• Develop a market-prediction app using stock data

• Delve into advanced concepts such as computer vision, neural networks, and deep learning

Who this book is for

This book is for machine learning practitioners, data scientists, and deep learning enthusiasts who want to take their machine learning skills to the next level by building real-world projects. The intermediate-level guide will help you to implement libraries from the Python ecosystem to build a variety of projects addressing various machine learning domains. Knowledge of Python programming and machine learning concepts will be helpful.

© 2019 Packt Publishing (Ebook): 9781788997775

Data di uscita

Ebook: 31 gennaio 2019

Potrebbero piacerti

Scegli il tuo piano

  • Più di 400.000 titoli

  • Kids Mode (accesso sicuro per bambini)

  • Scarica e ascolta offline

  • Disdici quando vuoi

Il più popolare
Offerta valida fino al 10-10-2025

Unlimited

La scelta migliore per 1 utente. Ascolta e leggi quanto vuoi.

9.99 € /mese
  • 1 account

  • Ascolto illimitato

  • Disdici quando vuoi

Attiva l'offerta

Basic

Per te che non sei un avido ascoltatore.

6.49 € /mese
14 giorni gratis
  • 1 account

  • 10 ore/mese

  • Disdici quando vuoi

Prova Ora

Unlimited Annuale

12 mesi al prezzo di 9. Ascolta e leggi quanto vuoi.

89.99 € /anno
14 giorni gratis
Risparmia il 25%
  • 1 account

  • Ascolto illimitato

  • Disdici quando vuoi

Prova Ora

Unlimited+

Storie per tutta la famiglia. Entrate insieme in un mondo di storie.

14.99 € /mese
7 giorni gratis
  • 2 account

  • Ascolto illimitato

  • Disdici quando vuoi

Prova Ora