books.md

Shelf.Books

Table Of Contents

• Artificial Intelligence
  • Machine Learning and Deep Learning
    • Natural Language Processing
      • Text Processing
      • Speech Processing
        • Text To Speech
    • Machine Learning Design
    • Art and Generation
• Big Data
• Career in AI and DS
• Programming
• AI-based Product Management

Machine Learning and Deep Learning

• The Principles of Deep Learning Theory

Text To Speech (TTS)

• تبدیل متن به گفتار در زبان فارسی

Natural Language Processing (NLP)

• Natural Language Processing with Transformers Building Language Applications with Hugging Face
• Mastering Transformers Build state-of-the-art models from scratch with advanced natural language processing techniques

Machine Learning Design

• Designing Machine Learning Systems An Iterative Process for Production-Ready Applications

• Building Machine Learning Powered Applications Going from Idea to Product

• Machine Learning Design Patterns Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

Big Data

• Mining of Massive Datasets
• Effective Data Science Infrastructure
• Designing Data-Intensive Applications The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
• Fundamentals of Data Engineering Plan and Build Robust Data Systems
• A Programmer’s Guide to Data Mining
• Seven Databases in Seven Weeks A Guide to Modern Databases and the NoSQL Movement

Art and Generation

• Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

Career in AI and DS

• How to Build Your Career in AI

• ایزو 9001 چیست

programming

• Introduction to Algorithms

• Think Python How to Think Like a Computer Scientist

• آموزش گیت

• Python Tricks A Buffet of Awesome Python Features

AI-based Product Management

• Lean AI How Innovative Startups Use Artificial Intelligence to Grow

• Swipe to Unlock The Primer on Technology and Business Strategy

• The Lean Product Playbook

• کتابچه نگارش استراتژی محصول

• بوم تحول دیجیتال