Zero to Hero Neural Networks

Andrej Karpathy’s online, interactive deep learning course Neural Networks: Zero to Hero teaches neural networks from the ground up. You will use Python and PyTorch to create neural networks, backpropagation, language models, tokenizers, and even a GPT-style Transformer from scratch rather than depending on high-level frameworks. Through detailed coding tasks, the course focuses on comprehending the inner workings of contemporary AI models.

• Provider/Creator: Andrej Karpathy
• Platform: YouTube
• Category: Deep Learning
• Level: Intermediate
• Duration: 20+ Hours
• Certificate: No
• Rating: ★5.0/5
• Direct Course Link: Zero to Hero Neural Networks
• Recommended For: It is strongly advised that students who already have:
  • Proficiency in basic to intermediate Python programming
  • A basic comprehension of linear algebra and calculus
  • A desire to comprehend the inner workings of large language models (LLMs) and deep learning

For aspiring AI engineers, machine learning researchers, and developers who prefer a strong conceptual grasp over merely utilizing pre-built frameworks, it is one of the most reputable free deep learning tools available. Beginners should be ready to pause and revisit prior topics when necessary because the content is mathematically demanding and code-intensive.