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Unlocking the Power of Prompts: A Comprehensive Guide to Prompt Engineering
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Prompt Engineering Artificial Intelligence (AI) Natural Language Processing (NLP) Prompt Engineering AI Models Cloud AI Services
Unlocking the Power of Prompts # Introduction # What can you do with Art of Prompting and powerful …
Exploring Tokenization and Embedding in NLP
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Natural Language Processing (NLP) AI/ML Models Data Science NLP Concepts Machine Learning Concepts Natural Language Processing (NLP)
Exploring Tokenization and Embedding in NLP # Tokenization and embedding are key components of …
Understanding Contextual Embedding in Transformers
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Natural Language Processing (NLP) AI/ML Models Artificial Intelligence (AI) Transformer Models Machine Learning Concepts Deep Learning (DL)
Introduction # Embedding can be confusing for many people, and contextual embedding performed by …
Exploring Dense Embedding Models in AI
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Artificial Intelligence (AI) AI/ML Models Natural Language Processing (NLP) Language Models (LLMs) Machine Learning Concepts
What is dense embedding in AI? # Dense embeddings are critical in many AI applications, …
NLP BenchMarks
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Natural Language Processing (NLP) AI/ML Research & Evaluation Evaluation & Metrics Natural Language Processing (NLP) Machine Learning (ML) AI Benchmarks Language Models (LLMs) Evaluation NLP Evaluation AI Model Evaluation
NLP BenchMarks # What is Language Model? # A language model is a computational model that …
Manamath Nath - Ramayana Corpus
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Data Science Natural Language Processing (NLP) Interdisciplinary Topics Corpus AI Use Cases Literature Sanskrit NLP Concepts Digital Humanities Ancient Texts
Manmath Nath - Ramayana Corpus # Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda …
KM Ganguli Mahabharat Corpus
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Data Science Natural Language Processing (NLP) Interdisciplinary Topics Corpus Literature Sanskrit NLP Concepts Digital Humanities Ancient Texts
KM Ganguli Mahabharat Corpus # Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the …
Empowering Language with AI NLP Capabilities
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Artificial Intelligence (AI) Natural Language Processing (NLP) AI Applications Natural Language Processing (NLP) Language Models (LLMs) Text Analysis Machine Learning (ML) NLP Applications Text Processing
Empowering-Language-with-AI-NLP-Capabilities # Introduction # When envisioning artificial …
Topic Modeling with BERT
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Natural Language Processing (NLP) Data Analysis & Visualization AI/ML Models Language Models (LLMs) NLP Applications Text Analysis Natural Language Processing (NLP) Machine Learning (ML) Text Mining
Topic Modeling with BERT # Key steps in BERTopic modelling are as following. Use “Sentence …
Basics of Word Embedding
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Natural Language Processing (NLP) AI/ML Models Data Science NLP Concepts Natural Language Processing (NLP) Data Representation Text Processing Machine Learning (ML) Neural Networks Language Models (LLMs)
Basics of Word Embedding # What is Context, target and window? # The “context” word is …
What is LLM
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Language Models (LLMs) Natural Language Processing (NLP) Artificial Intelligence (AI) Language Models (LLMs) Specific AI Models Natural Language Processing (NLP) AI Models Transformer Architecture Deep Learning (DL) Machine Learning (ML)
What is Large Language Model # Introduction # LLM stands for Large Language Model. It is a type of …
NLP Tasks
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Natural Language Processing (NLP) Natural Language Processing (NLP) Machine Learning (ML) Text Analysis Language Models (LLMs) NLP Research Artificial Intelligence (AI)
NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …
Introduction to Prompt Engineering
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Prompt Engineering Artificial Intelligence (AI) Natural Language Processing (NLP) Language Models (LLMs) Prompt Engineering Artificial Intelligence (AI) Natural Language Processing (NLP) Specific AI Models Human-AI Interaction
Introduction to Prompt Best Engineering # Prompts can contain questions, instructions, contextual …
Embedding with FastText
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Natural Language Processing (NLP) AI/ML Models Data Science Natural Language Processing (NLP) NLP Concepts NLP Models Machine Learning (ML) Text Processing Deep Learning (DL)
Embedding with FastText # What is Embedding? What are Different Types of Embedding What is …
What is NLP?
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Natural Language Processing (NLP) Artificial Intelligence (AI) Machine Learning (ML) Natural Language Processing (NLP) Text Analysis Language Models (LLMs) NLP Applications Text Mining
What is NLP? # Humans interact with their surroundings using different kinds of inputs. Eyes deal …