Название: Artificial Intelligence With Python: Learn to create intelligences artificiallyАвтор: Rahul Mula
Издательство: Rahul Mula
Год: 2021
Формат: PDF
Страниц: 272
Размер: 89 Mb
Язык: English
Everyone in a while you must have used the voice search but have you wondered how does the devices understand human language and shows you search results based on that?
Let's take a deep dive into the these artificial intelligences and learn to create them and understand their working.
You'll learn about the secrets of AI and the way they work
We will also learn to program different AI systems, algorithms, models, etc. to create:
Machine learning models like regressors to predict weight to peoples, classifiers to predict the whether
Logic programming to solve real world problems with AI
AI Algorithms to solve algebraic problems and find unknown values
Speech recognizers to covert speech into text
Natural Language Processing Models to help machines understand human language
Computer vision to create models to visualize the world and perform tasks like human face recognition
Artificial Neural Networks and deep learning to create machine learning models from scratch
Before jumping straight into creating the above we will understand the basis like how they work, essential data analysis and processing techniques, how to handle data, visualizing data, etc. to help you get deep into the grove
Along with all the examples we will also create 5 AI applications at the end of the book like voice & text search engines, image classifiers from scratch using tensorflow, etc.
A complete guide for beginners who just started programming (prior knowledge to Python programming needed) and wondering in the world of data science, machine learning and artificial intelligence, etc. You can just preview the book now and read the few pages to know more.