Data Science Blog
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Navigating Google Cloud Security: Key Components, Roles, and Best Practices
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Cloud Computing
Cybersecurity
GCP Cloud
Machine Learning
Computing Infrastructure
Cybersecurity
Navigating Google Cloud Security # Is this article for me? # If you are looking answers of these …
Building AI-Powered Flutter Apps: Best Practices for Folder Structure
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Mobile Development
Software Development
Software Architecture
Mobile Development
DevOps
Building AI-Powered Flutter Apps: Best Practices for Folder Structure # Is this article for you? # …
Python Project Folders and Files
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Python
Software Development
Software Architecture
Python
Software Development Best Practices
Development Environment
DevOps
Best Practices
Software Architecture
Understanding Python Project Folder Structures: Essential Directories Explained # Introduction # In …
GenAI Capabilities from AWS, Azure and GCP
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Generative AI
Cloud Computing
AI Hardware & Infrastructure
Cloud AI Services
AWS Cloud
Azure Cloud
GCP Cloud
Generative AI
Cloud Computing
ML Infrastructure
The Battle for AI Supremacy: GenAI Capabilities from AWS, Azure, and Google Cloud # Is this Article …
Exploring Ollama & LM Studio
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AI Hardware & Infrastructure
Developer Tools
AI/ML Models
Language Models (LLMs)
AI Platforms
Technology Companies
Exploring Ollama & LM Studio # Is this article for me? # If you are looking answers to the …
Exploring Github
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Version Control
GitHub
Software Development
GitHub
Version Control
Software Development
Collaboration Tools
DevOps
Exploring Github # Question: What is github package and what can I do with this? # GitHub Packages …
What is Package Manager?
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Software Development
Developer Tools
Programming
Software Development Tools
Software Development
System Administration
Linux
Development Tools
Question: What is Package Manager? # Package managers help simplify the process of software …
Tensorflow GPU Setup on Local Machine
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Machine Learning
Developer Tools
AI Hardware & Infrastructure
ML Frameworks
GPU Computing
Deep Learning Development
Docker
Development Environment
ML Infrastructure
Tensorflow GPU Setup on Local Machine # Introduction # Tensorflow, pytorch are deep learning …
All About AI Hype
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Artificial Intelligence
Technology Trends & Future
Societal Impact
AI Trends
Societal Impact of Technology
Technology Trends
AI Ethics & Governance
Digital Transformation
All About AI Hype # Artificial Intelligence (AI) is a buzzword that has permeated almost every …
Variations of Language Model in Huggingface
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Language Models (LLMs)
AI Hardware & Infrastructure
AI/ML Models
AI Platforms
Language Models (LLMs)
Natural Language Processing (NLP)
Specific AI Models
AI Model Architecture
Machine Learning
Variations of Language Model in Huggingface # What the Model variable in Huggingface? # We know …
MLOps Tools
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DevOps & MLOps
Machine Learning
Developer Tools
MLOps
DevOps
Machine Learning
AI Model Deployment
AI Model Monitoring
Automation
AI Model Management
MLOps Tools # MLOps (Machine Learning Operations) is a set of practices and tools designed to …
Programming Resources
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Programming
Learning
Programming
Software Development
Coding Resources
Learning Resources
Technical Interviews
Career Development
Development Environment
Programming Resources # Programming # Learning with Others # Codementor : A mentorship community to …
AI Usecases in Cybersecurity
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AI Applications
Cybersecurity
Artificial Intelligence
Cybersecurity
Machine Learning
AI Ethics & Governance
Data Security
Business Concepts
AI Usecases in Cybersecurity # AI in Cyber Security, Ethics Related Challenges and Usecases # AI …
Open Source vs Closed Source AI
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Artificial Intelligence
Technology Trends & Future
Artificial Intelligence
Open Source
Technology Concepts
Machine Learning
AI Development
Technology Ethics
AI Model Deployment
AI Infrastructure
AI Trends
AI Ethics & Governance
Open Source AI vs Closed Source AI # Major players in the AI industry, such as Google, Microsoft, …
How Much Memory Needed for LLM
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Language Models (LLMs)
AI Hardware & Infrastructure
IT Infrastructure
AI Infrastructure
Computing Infrastructure
GPU Computing
Computer Science Fundamentals
Deep Learning (DL)
How Much Memory Needed for LLM? # What is LLM? # LLM stands for Large Language Model. These are …
LLM Skills and Human Skills
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Language Models (LLMs)
Business & Career
Societal Impact
Artificial Intelligence
Career Development
AI Capabilities
AI Integration
LLM Skills and Human Skills # What is skill? # A skill is the ability to perform a task or activity …
LLM Architecture and Training
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Language Models (LLMs)
AI/ML Models
Software Architecture
Language Models (LLMs)
Deep Learning (DL)
AI Model Training
Neural Networks
AI Development
Machine Learning
Transformer Models
Understanding LLM Architectures and Model Training # Large Language Models (LLMs) are transforming …
LLM Security and Ethics Considerations
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Language Models (LLMs)
AI Ethics & Governance
Cybersecurity
AI Ethics & Governance
Data Security
Data Privacy
AI Safety
ML Security
LLM Security and Ethics Considerations # Question: For my client’s highly secured data like …
Why to Finetune LLM?
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Language Models (LLMs)
AI/ML Models
Machine Learning
LLM Fine-Tuning
Machine Learning
AI Model Training
AI Model Customization
Language Models (LLMs)
Transfer Learning
Neural Networks
Finetuning, Fewshot Learning, Why and How? # Why to finetune a LLM? # Fine-tuning a large language …
What is Unicode and how does it works?
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Data Science
Programming
Computer Science
Computer Science Fundamentals
Text Processing
Software Development
Technology Standards
Programming
Data Fundamentals
What is Unicode and how does it works? # What is Unicode: A Universal Character Set # Unicode is a …
Stanford Alpaca
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AI/ML Models
Language Models (LLMs)
Technology Trends & Future
Language Models (LLMs)
Specific AI Models
AI Models
AI Model Training
Open Source AI
Machine Learning
Stanford Alpaca # Introduction # Stanford Alpaca Github Report
Stanford Alpaca is An …
Software Security Concepts
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Cybersecurity
Software Development
Cybersecurity
Software Development
Data Security
Software Security Concepts # As of today, this article is answering following questions related to …
Understanding LLM GAN and Transformers
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Language Models (LLMs)
Generative AI
AI/ML Models
Language Models (LLMs)
Generative AI
Transformer Models
Deep Learning (DL)
AI Architecture
Neural Networks
Machine Learning
Understanding LLM, GAN and Transformers # LLM Layers # Large Language Models (LLMs) are typically …
Transformers Demystified A Step-by-Step Guide
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AI/ML Models
Artificial Intelligence
Transformer Models
Deep Learning (DL)
Natural Language Processing (NLP)
Neural Networks
Machine Learning
AI Architecture
Transformer Architecture
Transformers Demystified A Step-by-Step Guide # All modern Transformers are based on a paper …
Dimensionality Reduction and Visualization
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Data Analysis & Visualization
Machine Learning
Data Science
Data Science
Machine Learning
Data Visualization
Dimensionality Reduction
Data Analysis
Dimensionality Reduction and Visualization # What are the popular methods of dimensionality …
Serverless databases
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Databases
Cloud Computing
DevOps & MLOps
Serverless Computing
Cloud Databases
Database Management
Cloud Computing
Data Storage
Cloud Architecture
Databases
Serverless databases # A serverless database is a type of database service that automatically …
AI in Health Care
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Healthcare Technology
AI Applications
Healthcare AI
Healthcare Technology
AI in Health Care # Human health is paramount for inviduals, governments, hospitals and other …
All about Hashing
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Cybersecurity
Algorithms
Computer Science
Cybersecurity
Data Security
Data Quality
All about Hashing # What is Hashing function? # A hashing function is a mathematical algorithm that …
Creating Docker Image
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Containerization
Software Development
Docker
Containerization
DevOps
Development Tools
Deployment
Creating Docker Image # What is Docker? # Docker is an open platform for developing, shipping, and …
REST API
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API Development
Web Development
API Development
Web Development
Web Services
Software Architecture
Backend Development
Networking
REST API # An API (Application Programming Interface) is a set of rules and protocols that allows …
NLP BenchMarks
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Natural Language Processing (NLP)
AI/ML Research & Evaluation
Evaluation & Metrics
Natural Language Processing (NLP)
Machine Learning
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 …
Decoding Windows User Folder
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IT Infrastructure
System Administration
Operating Systems
System Administration
File Management
Software Development
Decoding Windows User Folder # My machine c:\users folder has 3 users Detault, harip, public. What …
Decoding pip install operations
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Python
Programming
Developer Tools
Python
Software Development Tools
Development Tools
Development Environment
Software Development
Decoding pip install operations # Your draft provides useful insights into using pip for Python …
Decoding docker commands
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Containerization
Developer Tools
Programming
Docker
Containerization
DevOps
Software Development
Development Tools
System Administration
Decoding docker commands # Is this article for me? # If you are coming from IT Infrastructure …
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 …
AI Usecases in Government
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AI Applications
Industry Applications
AI in Government
Public Services
Digital Transformation
Urban Technology
E-Governance
AI Usecases in Government # Preliminary Work before any AI Project with Government # Keeping …
AI in School Education
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Education Technology
AI Applications
AI in Education
Education Technology
AI in School Education # Introduction # In the ever-evolving landscape of education, a …
Data Science and Basics of Astrology
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Data Science
Astronomy
Ancient Texts
Predictive Analytics
Basics of Jyotish # Introduction # In this article I am going to discuss the basics of astrology …
Summary of Life Changing Selfhelp Books
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Philosophy & Cognitive Science
Learning
Business & Career
Personal Development
Learning Resources
Download Link to this Diary
The Inspirational Leader by Gifford Thomas The 5 Elements of Effective …
Empowering Language with AI NLP Capabilities
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Artificial Intelligence
Natural Language Processing (NLP)
AI Applications
Natural Language Processing (NLP)
Language Models (LLMs)
Text Analysis
Machine Learning
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
Text Mining
Topic Modeling with BERT # Key steps in BERTopic modelling are as following.
Use “Sentence …
Graph of Thoughts
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Prompt Engineering
Artificial Intelligence
Prompt Engineering
Language Models (LLMs)
AI Reasoning
Neural Networks
Machine Learning
Cognitive Computing
Artificial Intelligence
Graph of Thoughts # This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The …
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
Neural Networks
Language Models (LLMs)
Basics of Word Embedding # What is Context, target and window? # The “context” word is …
My Journey from Master to PhD in Data Science and AI
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Research & Academia
Business & Career
Research and Academia
Data Science Education
AI Research
Research Methods
Technical Writing
Education Technology
My Journey from Master to PhD in Data Science and AI # I have been in software development between …
Compressing Large Language Model
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Language Models (LLMs)
AI Hardware & Infrastructure
AI/ML Models
Language Models (LLMs)
AI Model Optimization
Deep Learning (DL)
AI Model Architecture
Compressing Large Language Model # Is this article for me? # If you are looking answers to …
LaTeX Capabilities
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Software Development
Developer Tools
Learning
Technical Writing
Research Tools
Research and Academia
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by …
What is Pinecone
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Databases
AI/ML Models
Data Science
Vector Databases
Machine Learning Concepts
Information Retrieval
Language Models (LLMs)
Machine Learning
Data Storage
What is pinecone? # Pinecone is a managed vector database that provides vector search (or …
ML Model Development Framework
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Machine Learning
Developer Tools
Software Development
Machine Learning Development
ML Frameworks
Deep Learning (DL)
AI Model Architecture
MLOps
Software Engineering
Best Practices
ML Model Development Framework & Model Repositories # Introduction # There are hundreds of …
ML Model Respository from Pinto0309
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Machine Learning
AI/ML Models
DevOps & MLOps
Machine Learning Models
AI Platforms
Transfer Learning
Deep Learning (DL)
Computer Vision
Natural Language Processing (NLP)
AI Model Deployment
AI Resources
ML Model Repository from Pinto0309 # Introduction # Using AI we can solve many kinds of tasks for …