Natural Language Processing (NLP)
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
·2608 words·13 mins·
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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
·1749 words·9 mins·
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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 …