{"product_id":"python-artificial-intelligence-projects-for-beginners","title":"Python Artificial Intelligence Projects for Beginners: Get up and running with Artificial Intelligence using 8 smart and exciting AI applications","description":"\u003cp\u003e\u003cstrong\u003eBuild smart applications by implementing real-world artificial intelligence projects\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Explore a variety of AI projects with Python\u003c\/p\u003e\u003cp\u003e- Get well-versed with different types of neural networks and popular deep learning algorithms\u003c\/p\u003e\u003cp\u003e- Leverage popular Python deep learning libraries for your AI projects\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eArtificial Intelligence (AI) is the newest technology that's being employed among varied businesses; industries; and sectors. Python Artificial Intelligence Projects for Beginners demonstrates AI projects in Python; covering modern techniques that make up the world of Artificial Intelligence.\u003c\/p\u003e\u003cp\u003eThis book begins with helping you to build your first prediction model using the popular Python library; scikit-learn. You will understand how to build a classifier using an effective machine learning technique; random forest; and decision trees. With exciting projects on predicting bird species; analyzing student performance data; song genre identification; and spam detection; you will learn the fundamentals and various algorithms and techniques that foster the development of these smart applications. In the concluding chapters; you will also understand deep learning and neural network mechanisms through these projects with the help of the Keras library.\u003c\/p\u003e\u003cp\u003eBy the end of this book; you will be confident in building your own AI projects with Python and be ready to take on more advanced projects as you progress\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Build a prediction model using decision trees and random forest\u003c\/p\u003e\u003cp\u003e- Use neural networks; decision trees; and random forests for classification\u003c\/p\u003e\u003cp\u003e- Detect YouTube comment spam with a bag-of-words and random forests\u003c\/p\u003e\u003cp\u003e- Identify handwritten mathematical symbols with convolutional neural networks\u003c\/p\u003e\u003cp\u003e- Revise the bird species identifier to use images\u003c\/p\u003e\u003cp\u003e- Learn to detect positive and negative sentiment in user reviews\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003ePython Artificial Intelligence Projects for Beginners is for Python developers who want to take their first step into the world of Artificial Intelligence using easy-to-follow projects. Basic working knowledge of Python programming is expected so that you're able to play around with code\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTable of Contents\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Building Your Own Prediction Models\u003c\/p\u003e\u003cp\u003e- Prediction with Random Forests\u003c\/p\u003e\u003cp\u003e- Application for comment classification\u003c\/p\u003e\u003cp\u003e- Neural Networks\u003c\/p\u003e\u003cp\u003e- Deep Learning\u003c\/p\u003e","brand":"None","offers":[{"title":"Couverture souple","offer_id":46258993168594,"sku":"9781789539462","price":35.99,"currency_code":"CAD","in_stock":true},{"title":"Livre numérique Kobo","offer_id":46258993201362,"sku":"5b1f3cd6-d3dd-30f7-a138-76fe554fd66a","price":23.99,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_016089e9-f3d2-4f25-9c17-959eb383145b.jpg?v=1762282713","url":"https:\/\/www.indigo.ca\/fr\/products\/python-artificial-intelligence-projects-for-beginners","provider":"Indigo","version":"1.0","type":"link"}