Hands-On Deep Learning with FastAI and PyTorch: A Beginner-to-Pro Guide for Modern AI: A Beginner-to-Pro Guide for Modern AI - Couverture souple

Lauritsen, Marcus C.

Couverture souple

ISBN 13 : 9798265317001

Editeur : Independently published, 2025

Synopsis

Unlock the World of AI—No Experience Required

Are you fascinated by artificial intelligence and deep learning but feel overwhelmed by where to begin? Do terms like “neural networks,” “FastAI,” or “PyTorch” sound intimidating? You’re not alone. Many beginners feel lost before they even start.
This book is your gentle, confidence-building guide from zero to practical AI hero—no background needed!

Hands-On Deep Learning with FastAI and PyTorch was created for complete beginners, students, and career-changers who want to truly understand and apply modern AI, not just read about it. With a step-by-step approach, warm encouragement, and real hands-on projects, you’ll transform uncertainty into achievement—one small win at a time.

What Makes This Book Different?

• No Experience Needed: Written in plain language—no prior coding, math, or tech expertise required.

• Step-by-Step Learning: Each chapter builds skills gradually, using clear explanations, guided exercises, and practical examples you can follow at your own pace.

• Real Projects: Create your own image classifiers, sentiment analyzers, and data models with easy-to-understand code, using the latest open-source tools: FastAI and PyTorch.

• Confidence & Encouragement: Learn from someone who’s been in your shoes. Mistakes are celebrated as learning moments, and every chapter boosts your skills and confidence.

• Practical Skills for Real Life: From setting up your environment (Google Colab, Jupyter, or Anaconda) to building deep learning models, you’ll gain hands-on experience that employers and real projects value.

• Beginner to Pro Roadmap: Move from the basics to advanced techniques—like transfer learning and deploying AI models—without ever feeling lost.

Inside, You’ll Discover:

• How deep learning really works, explained simply and visually.

• How to use Python, FastAI, and PyTorch together—even if you’ve never coded before.

• How to process images, text, and tabular data with real-world applications.

• Troubleshooting tips, personal insights, and a supportive tone that makes learning fun—not stressful.

• A complete glossary, FAQ, and extra resources to keep your journey smooth and anxiety-free.

Perfect For:

• Complete beginners, students, self-learners, or anyone intimidated by technical jargon.

• Python or data science newcomers ready to dive into the world of artificial intelligence.

• Anyone who learns best by doing, not just reading.

Don’t let fear or confusion hold you back from the exciting world of modern AI. This book is your supportive companion—guiding, cheering, and celebrating your progress at every step.

Start your hands-on deep learning journey today. Open the first chapter and see how easy, rewarding, and empowering learning AI can be!

Détails de l'édition

• Éditeur: Independently published
• Date d'édition: 2025
• Langue: anglais
• ISBN 13: 9798265317001
• Reliure: Broché
• Nombre de pages: 204
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible