Useful resources

Book
Book
Курсы по программированию
Библиотеки ИИ для ML
Путь Data Science от А до Я
Теория БД
TitleTypeDescription

Title

The next master of the world. Artificial intelligence

Type

Book

Description

With the ever-increasing adoption of artificial intelligence (AI), we are witnessing the birth of a new era marked by the emergence of previously unknown industries and breakthrough innovations in medicine, bioengineering, robotics, weapons and space exploration.

Source: https://ai-webdoc.com/

Title

Artificial intelligence and Machine Learning. Python Basics

Type

Book

Description

This book introduces the basic concepts of AI and Machine Learning. You will learn the basic algorithms and models used to solve completely different problems. 

Source: litres.ru

Title

Python for complex tasks. Data Science and Machine Learning (pdf+epub)

Type

Book

Description

Python for Complex Tasks: Data Science and Machine Learning is a comprehensive guide to a wide variety of computational and statistical methods, which are vital for any intensive data processing, research and advanced development.

Source: litres.ru

Title

The art of R programming. Dive into Big Data (pdf+epub)

Type

Book

Description

"The Art of R Programming" is a journey with an experienced guide that is ready to share all the information about software development: from types and data structures to advanced topics such as closures, recursion, and anonymous functions.

Source: litres.ru

Title

Introduction to PyTorch. Deep Learning in Natural language Processing (pdf+epub)

Type

Book

Description

Natural Language Processing (NLP) is an extremely important aspect in artificial intelligence. Successful implementation makes products like Alexa от Amazon's Alexa and Google Translate possible.

Source: litres.ru

Title

Python and Data Analysis

Type

Book

Description

The book can be considered as a modern practical introduction to the development of scientific Python applications focused on data processing. It describes the parts of the Python and its libraries that are necessary for successful implementation of a wide range of analytical tasks: the interactive IPython wrapper, the NumPy and pandas libraries, the matplotlib data visualization library, and others.

Source: litres.ru

Title

Romance with Data Science. How to Monetize Big Data

Type

Book

Description

How to make the most out of your data? How to make data-driven decisions? How to organize data science within the company? Who to hire as an analyst? How to bring machine learning and artificial intelligence projects to the top level? Roman Zykov knows the answer to these and many other questions.

Source: litres.ru