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AI and Automation with Python: Simplifying Complex Tasks with Python for AI and Automation
Paperback
Publisher: Independently Published
Published: Jan 22 2025
Pages: 260
Weight: 0.78
Height: 0.55 Width: 6.00 Depth: 9.00
Language: English
Unlock the potential of Python to build intelligent systems and automate complex tasks with AI and Automation with Python. This hands-on guide is tailored for developers, data scientists, and tech enthusiasts who want to leverage Python's powerful libraries and tools for artificial intelligence (AI) and process automation. Whether you're a beginner exploring automation or an experienced developer diving into AI, this book provides practical examples and projects to enhance your skills.
From developing AI-powered applications to automating everyday tasks, AI and Automation with Python equips you with the knowledge to simplify workflows and create intelligent solutions.
What You'll Learn:
- Python Essentials for AI and Automation: Understand Python programming basics and advanced concepts for efficient development.
- Working with AI Libraries: Get hands-on with TensorFlow, PyTorch, and scikit-learn to build machine learning models.
- Natural Language Processing (NLP): Automate text analysis and language understanding using NLTK, spaCy, and Hugging Face Transformers.
- Computer Vision for Automation: Use OpenCV and deep learning models to automate image recognition and processing tasks.
- Automation with Python Libraries: Streamline workflows with libraries like Selenium, PyAutoGUI, and APScheduler.
- Data Handling and Processing: Automate data extraction, transformation, and loading (ETL) using pandas and NumPy.
- Web Scraping: Automate data collection from websites using Beautiful Soup and Scrapy.
- Task Scheduling and Orchestration: Use Python to schedule and manage repetitive tasks with tools like Celery and Airflow.
- AI for Predictive Automation: Build predictive models for smarter decision-making using regression and classification techniques.
- Chatbots and Virtual Assistants: Create AI-driven conversational interfaces with Python and natural language processing.
- Automation in IoT Systems: Use Python to control IoT devices and automate smart home applications.
- Performance Optimization: Optimize Python scripts for faster execution and better resource management.
- Deploying AI Solutions: Learn to deploy AI models and automation scripts in production environments using Flask, FastAPI, and Docker.
- Real-World Applications: Develop projects like email automation, document processing, fraud detection, and customer segmentation.
- Ethics and Best Practices: Understand the ethical considerations and best practices for building responsible AI and automation solutions.
Who Is This Book For?
This book is perfect for developers, data professionals, and tech enthusiasts seeking practical knowledge to build AI-powered applications and automate workflows using Python.
Why Choose This Book?
With step-by-step instructions, real-world examples, and actionable insights, AI and Automation with Python bridges the gap between theory and application, empowering you to create smarter, more efficient systems.
Start your journey into AI and automation today with AI and Automation with Python: Simplifying Complex Tasks with Python for AI and Automation.
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