Ascolta e leggi

Entra in un mondo di storie

  • Ascolta e leggi quanto vuoi
  • Oltre 400.000 titoli
  • Prova gratis per 14 giorni, poi 9.99€/mese
  • Disdici quando vuoi
  • Ascolta titoli esclusivi e Storytel Original
Prova gratis
Device Banner Block 894x1036
Cover for Python 3 for Machine Learning: Harness the Power of Python for Advanced Machine Learning Projects

Python 3 for Machine Learning: Harness the Power of Python for Advanced Machine Learning Projects

1 Valutazioni

2

Corsi di lingua
Inglese
Formato
Categoria

Non-fiction

This book introduces basic Python 3 programming concepts related to machine learning. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter covers fundamental machine learning concepts. The sixth chapter dives into machine learning classifiers, such as logistic regression, k-NN, decision trees, random forests, and SVMs. The final chapter includes material on natural language processing (NLP) and reinforcement learning (RL). Keras-based code samples supplement the theoretical discussion. The course begins with Python basics, including conditional logic, loops, functions, and collections. It then explores data manipulation with NumPy and Pandas. The journey continues with an introduction to machine learning, focusing on essential concepts and classifiers. Advanced topics like NLP and RL are covered, ensuring a comprehensive understanding of machine learning. These concepts are crucial for developing machine learning applications. This book transitions readers from basic Python programming to advanced machine learning techniques, blending theory with practical skills. Appendices for regular expressions, Keras, and TensorFlow 2, along with companion files, enhance learning, making this an essential resource for mastering Python and machine learning.

© 2024 Packt Publishing (Ebook): 9781836649946

Data di uscita

Ebook: 12 agosto 2024

Potrebbero piacerti

Scegli il tuo piano

  • Più di 400.000 titoli

  • Kids Mode (accesso sicuro per bambini)

  • Scarica e ascolta offline

  • Disdici quando vuoi

Basic

Le tue prime storie, al prezzo più basso.

6.49 € /mese
  • 1 account

  • 10 ore/mese

  • Disdici quando vuoi

Prova gratis
Il più popolare

Unlimited

Ascolto illimitato. Dove vuoi, quando vuoi.

9.99 € /mese
  • 1 account

  • Ascolto illimitato

  • Disdici quando vuoi

Prova gratis

Unlimited Annuale

12 mesi al prezzo di 9. Ascolto illimitato a un prezzo imbattibile.

89.99 € /anno
Risparmia il 25%
  • 1 account

  • Ascolto illimitato

  • Disdici quando vuoi

Prova gratis

Unlimited Family

Risparmia con più account. Ognuno con le proprie storie.

14.99 € /mese
  • 2 account

  • Ascolto illimitato

  • Disdici quando vuoi

Prova gratis