If you want to get into the field of Artificial Intelligence (AI), one of the most in-demand career paths these days, you've come to the right place. Learning Deep Learning Fundamentals is your essential first step to learning about Computer Vision, Natural Language Processing (NLP), Large Language Models, the creative

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This post provides an overview of Deep Learning fundamentals, including its applications in various industries, the architecture of Neural Networks, and optimization algorithms like Stochastic Gradient Descent.

Deep Learning Fundamentals Handbook – What You Need to Know to Start Your Career in AI

Chapter 2: Foundations of Neural Networks

Chapter 5: Regularization and Generalization

Chapter 7: Combatting Exploding Gradients

Chapter 8: Sequence Modeling with RNNs & LSTMs

Chapter 9: Deep Learning Interview Preparation