Go Far: Exploring Advanced AI Topics with Strong Foundations"
Foundational Focus: An Excursion through Advanced AI Topics in NLP, DRL, and Computer Vision.
Upon the completion of my master's degree in 2014, I delved into the realm of machine learning, particularly its applications in quantitative finance and trading. Over the next few years, I employed machine learning algorithms in my personal trading ventures and family business, eventually developing a passion for more advanced topics in AI, such as natural language processing (NLP) and deep reinforcement learning (DRL).
In 2020, I made the decision to shift my focus to the broader field of AI, rather than solely employing these algorithms in the context of trading. Consequently, I began exploring the domains of computer vision and stable diffusion. The remarkable aspect of the machine learning field that I have discovered is that its scope is vast, and one can never claim to have fully mastered all its intricacies. I believe that one way to stay abreast of the latest developments in AI is to establish a strong foundation of fundamental concepts, and then specialize in a particular domain while constantly revisiting and reinforcing the foundational knowledge.
With this approach in mind, I conceived the idea of creating a blog named "Go Far." The blog aims to provide a comprehensive reference point for the fundamental concepts of AI while simultaneously delving deeply into specific subfields of the domain. The name "Go Far" reflects the notion of pushing boundaries and continuously striving to advance one's knowledge in the field of AI.
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