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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Curated resources for learning about AI, including tutorials, courses, and documentation.">
<title>Resources | AI Knowledge Base</title>
<link rel="stylesheet" href="styles/main.css">
</head>
<body>
<header>
<nav class="navbar">
<div class="container">
<div class="nav-brand">
<h1>AI Knowledge Base</h1>
<p class="subtitle">Dr. Nidhi Gowdra | University of Auckland</p>
</div>
<ul class="nav-menu">
<li><a href="index.html">Home</a></li>
<li><a href="tools.html">AI Tools</a></li>
<li><a href="use-cases.html">Use Cases</a></li>
<li><a href="resources.html" class="active">Resources</a></li>
</ul>
</div>
</nav>
</header>
<main>
<section class="page-header">
<div class="container">
<h2>Learning Resources</h2>
<p class="lead">Curated materials to help you learn about AI and get started with various tools and technologies.</p>
</div>
</section>
<section class="resources-content">
<div class="container">
<div class="resource-section">
<h3>📖 Getting Started with AI</h3>
<div class="resource-list">
<div class="resource-item">
<h4>Introduction to Artificial Intelligence</h4>
<p>A comprehensive beginner's guide covering the fundamentals of AI, machine learning, and deep learning.</p>
<div class="resource-meta">
<span class="resource-type">Article</span>
<span class="resource-level">Beginner</span>
</div>
</div>
<div class="resource-item">
<h4>AI Ethics and Responsible Use</h4>
<p>Understanding the ethical considerations, biases, and responsible practices when working with AI systems.</p>
<div class="resource-meta">
<span class="resource-type">Guide</span>
<span class="resource-level">All Levels</span>
</div>
</div>
<div class="resource-item">
<h4>Prompt Engineering Basics</h4>
<p>Learn how to effectively communicate with language models to get better results from AI tools.</p>
<div class="resource-meta">
<span class="resource-type">Tutorial</span>
<span class="resource-level">Beginner</span>
</div>
</div>
</div>
</div>
<div class="resource-section">
<h3>💻 Technical Tutorials</h3>
<div class="resource-list">
<div class="resource-item">
<h4>TensorFlow Quickstart</h4>
<p>Official TensorFlow tutorial for building your first neural network in just 15 minutes.</p>
<div class="resource-meta">
<span class="resource-type">Tutorial</span>
<span class="resource-level">Intermediate</span>
<a href="https://www.tensorflow.org/tutorials/quickstart" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>PyTorch: Deep Learning in 60 Minutes</h4>
<p>Hands-on tutorial covering PyTorch fundamentals and building a simple image classifier.</p>
<div class="resource-meta">
<span class="resource-type">Tutorial</span>
<span class="resource-level">Intermediate</span>
<a href="https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Hugging Face Transformers Course</h4>
<p>Free course on using transformers for natural language processing tasks.</p>
<div class="resource-meta">
<span class="resource-type">Course</span>
<span class="resource-level">Intermediate</span>
<a href="https://huggingface.co/learn/nlp-course" target="_blank" rel="noopener">View →</a>
</div>
</div>
</div>
</div>
<div class="resource-section">
<h3>🎓 Online Courses</h3>
<div class="resource-list">
<div class="resource-item">
<h4>Machine Learning by Andrew Ng</h4>
<p>One of the most popular machine learning courses, covering supervised and unsupervised learning.</p>
<div class="resource-meta">
<span class="resource-type">Course</span>
<span class="resource-level">Beginner-Intermediate</span>
<a href="https://www.coursera.org/learn/machine-learning" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Deep Learning Specialization</h4>
<p>Five-course specialization covering deep learning, neural networks, and their applications.</p>
<div class="resource-meta">
<span class="resource-type">Course Series</span>
<span class="resource-level">Intermediate</span>
<a href="https://www.coursera.org/specializations/deep-learning" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Fast.ai Practical Deep Learning</h4>
<p>Practical, code-first approach to deep learning for coders.</p>
<div class="resource-meta">
<span class="resource-type">Course</span>
<span class="resource-level">Intermediate</span>
<a href="https://www.fast.ai" target="_blank" rel="noopener">View →</a>
</div>
</div>
</div>
</div>
<div class="resource-section">
<h3>📚 Documentation & References</h3>
<div class="resource-list">
<div class="resource-item">
<h4>OpenAI API Documentation</h4>
<p>Complete guide to using OpenAI's APIs including GPT models, DALL-E, and Whisper.</p>
<div class="resource-meta">
<span class="resource-type">Documentation</span>
<span class="resource-level">All Levels</span>
<a href="https://platform.openai.com/docs" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Papers With Code</h4>
<p>Browse state-of-the-art ML research with code implementations.</p>
<div class="resource-meta">
<span class="resource-type">Repository</span>
<span class="resource-level">Advanced</span>
<a href="https://paperswithcode.com" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Machine Learning Glossary</h4>
<p>Comprehensive glossary of machine learning terms and concepts.</p>
<div class="resource-meta">
<span class="resource-type">Reference</span>
<span class="resource-level">All Levels</span>
<a href="https://developers.google.com/machine-learning/glossary" target="_blank" rel="noopener">View →</a>
</div>
</div>
</div>
</div>
<div class="resource-section">
<h3>🛠️ Best Practices</h3>
<div class="resource-list">
<div class="resource-item">
<h4>Effective Prompt Engineering</h4>
<p>Strategies for crafting prompts that get the best results from language models.</p>
<div class="resource-meta">
<span class="resource-type">Guide</span>
<span class="resource-level">All Levels</span>
<a href="https://mitsloanedtech.mit.edu/ai/basics/effective-prompts/" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Data Preparation for ML</h4>
<p>Best practices for cleaning, preprocessing, and preparing data for machine learning models.</p>
<div class="resource-meta">
<span class="resource-type">Guide</span>
<span class="resource-level">Intermediate</span>
<a href="https://developers.google.com/machine-learning/data-prep" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>Model Evaluation and Validation</h4>
<p>Techniques for evaluating model performance and avoiding common pitfalls.</p>
<div class="resource-meta">
<span class="resource-type">Guide</span>
<span class="resource-level">Intermediate</span>
<a href="https://docs.cloud.google.com/architecture/ml-on-gcp-best-practices" target="_blank" rel="noopener">View →</a>
</div>
</div>
</div>
</div>
<div class="resource-section">
<h3>🌟 Community & Support</h3>
<div class="resource-list">
<div class="resource-item">
<h4>AI Research Forums</h4>
<p>Connect with researchers and practitioners discussing the latest in AI research.</p>
<div class="resource-meta">
<span class="resource-type">Community</span>
<span class="resource-level">All Levels</span>
</div>
</div>
<div class="resource-item">
<h4>Stack Overflow - AI Topics</h4>
<p>Get help with specific technical questions about AI implementation.</p>
<div class="resource-meta">
<span class="resource-type">Q&A</span>
<span class="resource-level">All Levels</span>
<a href="https://stackoverflow.com/questions/tagged/artificial-intelligence" target="_blank" rel="noopener">View →</a>
</div>
</div>
<div class="resource-item">
<h4>UoA eResearch Support</h4>
<p>Get support from the Center for eResearch (CeR) for AI projects.</p>
<div class="resource-meta">
<span class="resource-type">Support</span>
<span class="resource-level">All Levels</span>
<a href="https://research-hub.auckland.ac.nz/research-infrastructure/research-platforms/eresearch/" target="_blank" rel="noopener">View →</a>
</div>
</div>
</div>
</div>
</div>
</section>
</main>
<footer>
<div class="container">
<p>© 2026 University of Auckland, Center for eResearch (CeR). Licensed under MIT License.</p>
<p>Maintained by Dr. Nidhi Gowdra</p>
</div>
</footer>
<script src="scripts/main.js"></script>
</body>
</html>