BIRDS
Beginners in Research-Driven Studies
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đź‘‹ Hello, fellow learners!
Welcome to BIRDS (Beginners In Research Driven Studies) of Cohere Labs, where we're all about learning to soar in the world of research. This community is dedicated to sparking a passion for research among beginners. Whether you’re just starting or looking to hone your skills, we’re here to support your journey. Together, we can grow and learn more effectively. Welcome to the channel!
đź‘‹ Hello, fellow learners!
Welcome to BIRDS (Beginners In Research Driven Studies) of Cohere Labs, where we're all about learning to soar in the world of research. This community is dedicated to sparking a passion for research among beginners. Whether you’re just starting or looking to hone your skills, we’re here to support your journey. Together, we can grow and learn more effectively. Welcome to the channel!
🎯 Our Goals
🎯 Our Goals
Introduce beginners to the exciting world of research.
Cultivate a supportive community where questions, ideas, and discussions are always welcome.Â
Share resources and opportunities to help members grow as researchers. Organize events like workshops and seminars to inspire and educate.
đź“Ł How We Communicate
đź“Ł How We Communicate
All activity happens right here on Discord in #beginners-in-research.
Stay tuned for announcements, discussion threads, and event invites.
Anu Adesina
Anu Adesina
@nuna500
Anu is an AI engineer with an M.S. in Artificial Intelligence from Birmingham City University. She collaborated on NHS research initiatives that was presented at EULAR 2024 and has designed agentic systems to improve healthcare delivery. Anu is passionate about AI Safety and Ethics and making an impact for the underserved communities.
Vivek Silimkhan
Vivek Silimkhan
@vs_codes
Vivek is a Senior Software Engineer (ML) with B.E. in Computer Science. He has a good experience with applied research in NLP with focus on OCR, NER and relation extraction. His current interests are multi-modal search, knowledge graphs and low-resource training.
Muhammad Rafi Sudrajat
Muhammad Rafi Sudrajat
@m_rafis
Rafi is a PhD student at Australian National University with research interest in robotics, particularly in algorithm for decision making under constrained and high uncertainty condition. Rafi has a dream to create 'safety' in high intelligence robotics by combining multidisciplinary science and engineering field.
NLP SeriesÂ
NLP SeriesÂ
N-grams
N-grams
Topics
Topics
-What are n-grams ?
- Maximum Likelihood Estimation (MLE)
- Perplexity & Entropy
- SamplingÂ
-What are n-grams ?
- Maximum Likelihood Estimation (MLE)
- Perplexity & Entropy
- SamplingÂ
Code:
1. Autocompletion - Notebook
Naive Bayes
Naive Bayes
Topics
Topics
- What is Naive Bayes ?
- Naive Bayes Classifier
- Evaluation metrics (Accuracy,Precision,Recall)
- Naive Bayes as a language model
- What is Naive Bayes ?
- Naive Bayes Classifier
- Evaluation metrics (Accuracy,Precision,Recall)
- Naive Bayes as a language model
Code:
1. Naive Bayes - Notebook
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