Data Science Blog
loading
·
Welcome to my Data Science Blog!
AI Use Cases in Food Processing
·498 words·3 mins·
loading
AI Applications
Industry Applications
AI Applications
Industry Applications
Computer Vision
Machine Learning
Business Concepts
Automation
Manufacturing Technology
Food Technology
AI Use Cases in Food Processing # Introduction # The food processing industry is a vital sector in …
Will AI Replace Human?
·1013 words·5 mins·
loading
Technology Trends & Future
Societal Impact
Artificial Intelligence
Artificial Intelligence
Future of Work
History
Societal Impact of Technology
Human-AI Interaction
Digital Transformation
Automation
Technology Trends
Artificial Intelligence can Replace Human? # The Success of ChatGPT has taken the world by storm. …
What is GAN?
·1016 words·5 mins·
loading
Generative AI
AI/ML Models
Artificial Intelligence
Generative AI
Deep Learning (DL)
Neural Networks
Machine Learning
Computer Vision
AI Models
What is GAN? # What is GAN (Generative Adversarial Network)? # Generative adversarial networks …
Introduction to Neural Network
·1247 words·6 mins·
loading
AI/ML Models
Machine Learning
Artificial Intelligence
Neural Networks
Deep Learning (DL)
Machine Learning
Artificial Intelligence
AI Model Architecture
Data Science
AI Fundamentals
AI Model Training
AI Algorithms
Introduction to Neural Network # Introduction to a Perceptron # A perceptron is a type of …
Timeseries Interview Questions
·4842 words·23 mins·
loading
Data Science
Statistics
Business & Career
Time Series Analysis
Data Science Career
Statistical Analysis
Predictive Analytics
Machine Learning
Data Science
Statistical Methods
Python
Timeseries Interview Questions # What are the characterstics of time series data? # Time series …
Linear Regression Interview Questions
·11088 words·53 mins·
loading
Machine Learning
AI/ML Models
Statistics
Machine Learning Algorithms
Statistical Analysis
Machine Learning
AI Model Evaluation
Data Science
Predictive Analytics
Statistical Modeling
Linear Regression Interview Questions and Answers # In this question-answer article, I will try …
Statistics Interview Question for Data Scientist
·11808 words·56 mins·
loading
Statistics
Data Science
Business & Career
Statistics
Data Science Career
Statistical Analysis
Data Science
Statistical Methods
Data Analysis
Mathematics
Statistics Interview Question for Data Scientist # In this question-answer blog, I will try to …
GPT Usecases
·886 words·5 mins·
loading
Generative AI
Language Models (LLMs)
AI Applications
AI Industry
Natural Language Processing (NLP)
Machine Learning
Specific AI Models
Language Models (LLMs)
AI Technology
Transformer Architecture
What is GPT? # GPT is a transformer. Don’t confuse it with your electricity transformer! In …
ChatGPT Usecases
·1423 words·7 mins·
loading
Generative AI
Language Models (LLMs)
AI Applications
Natural Language Processing (NLP)
Machine Learning
Specific AI Models
AI Industry
AI Applications
Language Models (LLMs)
What is ChatGPT? # ChatGPT is general purpose - “chat model” from OpenAI. It is a …
AI in Energy Management
·518 words·3 mins·
loading
AI Applications
Industry Applications
Energy
Artificial Intelligence
Industry Applications
Sustainability
AI in Energy Management # Introduction # The application of AI in energy management is aimed at …
What is Computer Vision
·2323 words·11 mins·
loading
AI and Computer Vision
Artificial Intelligence
Computer Vision
Image Processing
Deep Learning (DL)
Neural Networks
Machine Learning
AI Applications
What is Computer vision? # Background # In the digital world, scientists are working hard to create …
The Science of Reasoning
·2399 words·12 mins·
loading
Artificial Intelligence
Philosophy & Cognitive Science
AI Reasoning
Computer Science Fundamentals
Critical Thinking
Analytical Thinking
The Science of Reasoning # About Reasoning # Reasoning is a unique ability in humans. Whatever …
What is NLP?
·2582 words·13 mins·
loading
Natural Language Processing (NLP)
Artificial Intelligence
Machine Learning
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 …
Book Review - Data Science in Marketing Analysis
·904 words·5 mins·
loading
Data Science
Industry Applications
Business & Career
Content Formats
Industry Applications
Data Science Resources
Business Analytics
Book Review - Data Science in Marketing Analysis
BOOK REVIEW # TITLE OF THE BOOK: Data Science in …
Domain Knowledge in Machine Learning
·266 words·2 mins·
loading
Machine Learning
Industry Applications
Business & Career
Machine Learning
Industry Knowledge
Machine Learning Applications
Machine Learning Techniques
AI Model Development
Domain Knowledge in Machine Learning # Let’s say the domain is a restaurant kitchen. A dataset with …
Data Science/AI Projects Project Ideas
·562 words·3 mins·
loading
Data Science
AI Applications
Business & Career
Machine Learning Projects
Deep Learning Projects
NLP Projects
AI Project Ideas
Data Science Project Ideas
Machine Learning Project Ideas
Deep Learning Project Ideas
NLP Project Ideas
AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas # …
Confusion Matrix Bayesian Theorem
·147 words·1 min·
loading
Machine Learning
Statistics
Evaluation & Metrics
Machine Learning Metrics
Evaluation Metrics
If you are like me then you must have struggled enough to understand the confusion matrix or still …
Data Science, AI, ML, eBooks, PDF Books
·10266 words·49 mins·
loading
Data Science Resources
Data Science
Artificial Intelligence
Data Science
Machine Learning
Content Formats
Online Data Science, AI, ML Content # Data Science, AI, Machine Learning, Books/ Guide/ Reports/ …
Data Science Cheatsheets
·467 words·3 mins·
loading
Data Science Resources
Data Science
Data Analysis & Visualization
Machine Learning Resources
Python
Statistics Resources
Data Visualization
Learning Resources
Technical Writing
Data Science Cheatsheets # Introduction # All these cheat sheets are kept at my google drive link. …
Python Software Development and Distribution
·2752 words·13 mins·
loading
Python
Software Development
Programming
Python
Software Development Lifecycle (SDLC)
Software Distribution # Introduction # We don’t develop any good and valuable piece of software …
300 Important Statistical Terms
·22656 words·107 mins·
loading
Statistics
Learning
Statistics Fundamentals
Statistics
Statistics for Data Science
Important Statistical Terms # Sno Term Definition 1 Affine transformation. See transformation. 2 …
Folder Structure for ML Project
·2596 words·13 mins·
loading
Machine Learning
Software Development
Software Architecture
Machine Learning Projects
DevOps
File Management
MLOps
Directory Structure for ML Project is critical for any serious data science project. What we learn …
Generalized AI Model for Prediction
·1040 words·5 mins·
loading
Artificial Intelligence
Machine Learning
AI/ML Models
Machine Learning Models
Machine Learning Concepts
Can we really Develop AI solutions that can predict human behavior? If you are not a technical …
20 Reasons Why AI Project Fails
·1288 words·7 mins·
loading
Artificial Intelligence
Business & Career
AI Applications
Project Management
AI Project Management
Why Does AI Project Fails? # I have been in IT project management for 2+ decades. Being in the …
What Are Transformers in AI
·7583 words·36 mins·
loading
Artificial Intelligence
AI/ML Models
Natural Language Processing (NLP)
Transformer Architecture
Deep Learning (DL)
Machine Learning
Neural Networks
Language Models (LLMs)
AI Models
AI Model Architecture
AI Research
What Are Transformers in AI # Transformer Architecture # Background # Whether GPT, ChatGPT, DALL-E, …
Github Repos for Data Science
·2837 words·14 mins·
loading
Data Science Resources
Data Science
Version Control
GitHub
GitHub
Github-Repos-for-DataScience # Sno. Repo Name Repo Description Language Starred Fork 1 Link A …
AI ML Resources from My Diary
·8358 words·40 mins·
loading
Data Science Resources
Artificial Intelligence
Machine Learning
Data Science
Personal Development
AI ML Resources from My Diary # This is my personal diary which contains resources, which I know, …
Basic Statistics for Data Science
·157 words·1 min·
loading
Data Science Resources
Data Science
Statistics
Statistics Fundamentals
Statistics for Data Science
Basic Statistics for Data Science # Important Webpages on Statistics # Statistical Inference – an …
Data Scientists and AI, ML Researchers
·288 words·2 mins·
loading
Data Science Resources
Data Science
Artificial Intelligence
Machine Learning
AI Research
Machine Learning Research
NLP Research
Data Scientists and AI, ML Researchers # For the initial list, I have taken content from github. I …
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
·1534 words·8 mins·
loading
Data Science Resources
Data Engineering
Databases
Data Science
Data Collection
Databases
Data Integration Tools
Navigating the Data Landscape: # Exploring Data Sources, Databases, and ETL Tools for Machine …
Thousands of Machine Learning Datasets
·3887 words·19 mins·
loading
Data Science Resources
Data Science
Data Engineering
Thousands of Machine Learning Datasets # Introduction: # Without Data there is no Machine Learning, …
Machine Learning Tasks and Model Evaluation
·3079 words·15 mins·
loading
Data Science Resources
Machine Learning
AI/ML Research & Evaluation
Data Science
AI Model Evaluation
Machine Learning Tasks
NLP Tasks
NLP Evaluation
Machine Learning Tasks and Model Evaluation # Introduction # Machine learning is a subject where we …
Machine Learning Framework, Library, Tools
·1792 words·9 mins·
loading
Data Science Resources
Machine Learning
Developer Tools
Data Science
ML Frameworks
Software Libraries
Machine Learning Framework, Library, Tools # Introduction # As of 2022, Data Science, AI, and …
My Daily Tools
·2343 words·11 mins·
loading
Data Science Resources
Developer Tools
Data Science
Productivity Tools
Remove
Project Management
Design Tools
SEO Tools
AI Tools
My Daily Tools # [My Daily Tools]
Sno Category Subcategory URL Purpose/Remarks 1 General Blogging …
AI, ML, DL Blogs Sites
·786 words·4 mins·
loading
Data Science Resources
Artificial Intelligence
Machine Learning
Data Science
AI Resources
AI, ML, DL Blogs Sites # 370+ blogs/website, who publishes articles, research, opinions, …
My Favorite Chrome Extensions
·1126 words·6 mins·
loading
Data Science Resources
Developer Tools
Data Science
Browser Tools
My Favorite Chrome Extensions # Application Launcher For Drive (by Google) : Open Drive files …
Best Resources to Learn Python
·372 words·2 mins·
loading
Data Science Resources
Python
Data Science
Programming
Python Resources
Best Resources to Learn Python # Best Python Resources # Learn Python the Hard Way Python Practice …
AI, ML, Deep Learning, NLP Conferences & Journals
·348 words·2 mins·
loading
Data Science Resources
Data Science
Machine Learning
AI/ML Research & Evaluation
AI Research
Machine Learning Research
NLP Research
Deep Learning Research
AI, ML, Deep Learning, NLP Conferences & Journals # Content on this page keeps changing. These …
Best YouTube Channels to Learn Data Science
·8394 words·40 mins·
loading
Data Science Resources
Data Science
Artificial Intelligence
AI Resources
Learning Resources
Data Science Education
Best YouTube Channels to Learn Data Science # Introduction # The way we are learning new …
High School Maths for Data Science
·1914 words·9 mins·
loading
Data Science
Mathematics
Education Technology
Mathematics Fundamentals
Data Science Fundamentals
Mathematics Education
Data Science Resources
High School Maths for Data Science # Algebra I # How to graph an ordered pair How to find the …
Important AI Research Papers
·13 words·1 min·
loading
Data Science Resources
Artificial Intelligence
AI/ML Research & Evaluation
Data Science
AI Research Papers
Machine Learning Research
Deep Learning Research
Neural Networks
Computer Vision
Natural Language Processing (NLP)
Reinforcement Learning (RL)
Research Resources
Important AI Research Papers # Content from this page is migrated to Link
Mathematics for Data Scientist
·340 words·2 mins·
loading
Data Science Resources
Data Science
Mathematics
Mathematics for Data Science
Mathematics
Statistics
Mathematics Fundamentals
Mathematics for Machine Learning
Optimization Theory
Mathematics for Data Scientist # To excel in the field of data science, especially as a data …
How Naive Bayes Classifier Works
·118 words·1 min·
loading
Machine Learning
AI/ML Models
Algorithms
Machine Learning Algorithms
Machine Learning
Statistical Modeling
Data Science
Statistical Learning
How Naive Bayes Classifier Works? # Naive Bayes classifier example # In this presentation, I am not …
Top 10 Technologies of Future
·199 words·1 min·
loading
Technology Trends & Future
Societal Impact
Artificial Intelligence
Technology Trends
Innovation
Digital Transformation
Future of Technology
Top 10 Technologies of Future # Augmented Reality : # Helps surgeons see inside their patients
Help …
EDA & Feature Engineering 101
·3796 words·18 mins·
loading
Data Science
Data Analysis & Visualization
Machine Learning
Machine Learning Techniques
Exploratory Data Analysis (EDA)
Data Analysis
Machine Learning
What is EDA? # EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. …
DS, AI, ML Online Course, Tutorial, Videos
·1246 words·6 mins·
loading
Data Science Resources
Data Science
Artificial Intelligence
Machine Learning
Artificial Intelligence
Data Science
Machine Learning
Learning Resources
Content Creation
DS, AI, ML Online Course, Tutorial, Videos # Courses # Machine Learning – Stanford by Andrew Ng in …
Data Science Interview Question Answers
·881 words·5 mins·
loading
Data Science Resources
Data Science
Business & Career
Data Science Career
Machine Learning Career
AI Career
Technical Interviews
Career Development
Statistics
SQL Databases
Python
Data Science Interview Question Answers # Thousands of interview questions on various topic related …
Reinforcement Learning Git Repositories
·515 words·3 mins·
loading
Data Science Resources
Machine Learning
Data Science
AI/ML Research & Evaluation
Reinforcement Learning (RL)
Machine Learning
GitHub
Deep Learning (DL)
AI Development
Open Source
Python
Reinforcement Learning Git Repositories # Sno. URL Description 1 …
What is XAI?
·884 words·5 mins·
loading
Artificial Intelligence
AI Ethics & Governance
AI/ML Models
Explainable AI (XAI)
AI Ethics & Governance
What is XAI? # XAI in Simple Language! # The discipline of Data Science and AI has introduced many …
100+ High Level AI Usecases and Future Prediction for AI as on 2020
·2768 words·13 mins·
loading
AI Applications
Artificial Intelligence
Industry Applications
AI Applications
Future of AI
AI Use Cases
Artificial Intelligence
AI Innovation
Industry Applications
150 High Level AI Usecases - 2020 # Introduction # Nowadays, we frequently hear and read about AI …