Natural Language Processing (NLP)
Understanding Vocal Frequencies in Speech-to-Text AI Applications
·4599 words·22 mins·
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Exploring Voice Signal Processing # Introduction # In AI projects that involve human voice, such as …
Ollama Setup and Running Models
·2144 words·11 mins·
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Ollama: Running Large Language Models Locally # The landscape of Artificial Intelligence (AI) and …
Unlocking the Power of Prompts: A Comprehensive Guide to Prompt Engineering
·1799 words·9 mins·
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Unlocking the Power of Prompts # Introduction # What can you do with Art of Prompting and powerful …
Exploring Tokenization and Embedding in NLP
·2440 words·12 mins·
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Exploring Tokenization and Embedding in NLP # Tokenization and embedding are key components of …
Understanding Contextual Embedding in Transformers
·1921 words·10 mins·
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Introduction # Embedding can be confusing for many people, and contextual embedding performed by …
Exploring Dense Embedding Models in AI
·2608 words·13 mins·
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What is dense embedding in AI? # Dense embeddings are critical in many AI applications, …
NLP BenchMarks
·1589 words·8 mins·
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NLP BenchMarks # What is Language Model? # A language model is a computational model that …
Manamath Nath - Ramayana Corpus
·24 words·1 min·
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Manmath Nath - Ramayana Corpus # Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda …
KM Ganguli Mahabharat Corpus
·133 words·1 min·
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KM Ganguli Mahabharat Corpus # Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the …
Empowering Language with AI NLP Capabilities
·949 words·5 mins·
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Empowering-Language-with-AI-NLP-Capabilities # Introduction # When envisioning artificial …
Topic Modeling with BERT
·225 words·2 mins·
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Topic Modeling with BERT # Key steps in BERTopic modelling are as following.
Use “Sentence …
Basics of Word Embedding
·2238 words·11 mins·
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Basics of Word Embedding # What is Context, target and window? # The “context” word is …
What is LLM
·4096 words·20 mins·
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What is Large Language Model # Introduction # LLM stands for Large Language Model. It is a type of …
NLP Tasks
·9200 words·44 mins·
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NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …
Introduction to Prompt Engineering
·2155 words·11 mins·
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Introduction to Prompt Best Engineering # Prompts can contain questions, instructions, contextual …
Embedding with FastText
·1749 words·9 mins·
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Embedding with FastText # What is Embedding?
What are Different Types of Embedding
What is …
What is NLP?
·2582 words·13 mins·
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What is NLP? # Humans interact with their surroundings using different kinds of inputs. Eyes deal …