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From-0-to-Research-Scientist-resources-guide is an open-source educational roadmap that helps learners progress from basic programming knowledge to becoming a research scientist in artificial intelligence. The repository focuses primarily on deep learning and natural language processing, providing structured guidance for individuals who want to pursue research careers in these fields. It compiles recommended courses, textbooks, tutorials, and academic resources needed to build expertise in machine learning research. The guide proposes different learning paths depending on whether the learner prefers a theoretical approach centered on mathematics or a practical approach based on hands-on experimentation. It also introduces key research areas and topics that students should explore in order to understand modern AI research directions.
Features
- Learning roadmap for becoming an AI research scientist
- Resource lists covering deep learning and NLP topics
- Structured study paths based on theory-first or practice-first approaches
- Recommended textbooks, courses, and academic papers
- Guidance for building research skills in machine learning
- Educational progression from programming fundamentals to research
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