Data Science Blog
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Welcome to my Data Science Blog!
Books on Consciousness
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Books on Consciousness # Introduction # If you are from the software industry and especially in a …
Responsible AI
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Responsible AI # Introduction: # Artificial Intelligence (AI) is rapidly transforming the way we …
Cost Functions and Optimizers in Machine Learning
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Cost-Functions-and-Optimizers-in-Machine-Learning # What is machine learning? # Machine learning is …
Application of AI in BFSI
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Application of AI in Banking, Finance, Security and Insurance (BFSI) # Introduction # The banking, …
GPU for Data Science Work
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GPU for Data Science Work # What is the difference between microprocessor (CPU) and GPU? # A …
Type of Databases
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What are the various types of databases? # Introduction # In the 21st Century, Data is the real oil …
Data Lake vs Data Warehouse vs Data Mart vs Lakehouse
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What is the difference between Data Lake, Data Warehouse, Data Mart, and Lakehouse? # Introduction …
AI Usecases in Agriculture Industry
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AI Usecases in Agriculture Industry # Introduction # In the today world where energy saving, …
AI Use Cases in Food Processing
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AI Use Cases in Food Processing # Introduction # The food processing industry is a vital sector in …
Will AI Replace Human?
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Artificial Intelligence can Replace Human? # The Success of ChatGPT has taken the world by storm. …
What is GAN?
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What is GAN? # What is GAN (Generative Adversarial Network)? # Generative adversarial networks …
Introduction to Neural Network
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Introduction to Neural Network # Introduction to a Perceptron # A perceptron is a type of …
Timeseries Interview Questions
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Timeseries Interview Questions # What are the characterstics of time series data? # Time series …
Linear Regression Interview Questions
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Linear Regression Interview Questions and Answers # In this question-answer article, I will try …
Statistics Interview Question for Data Scientist
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Statistics Interview Question for Data Scientist # In this question-answer blog, I will try to …
GPT Usecases
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What is GPT? # GPT is a transformer. Don’t confuse it with your electricity transformer! In …
ChatGPT Usecases
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What is ChatGPT? # ChatGPT is general purpose - “chat model” from OpenAI. It is a …
AI in Energy Management
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AI in Energy Management # Introduction # The application of AI in energy management is aimed at …
What is Computer Vision
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What is Computer vision? # Background # In the digital world, scientists are working hard to create …
The Science of Reasoning
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The Science of Reasoning # About Reasoning # Reasoning is a unique ability in humans. Whatever …
What is NLP?
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What is NLP? # Humans interact with their surroundings using different kinds of inputs. Eyes deal …
Book Review - Data Science in Marketing Analysis
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Book Review - Data Science in Marketing Analysis
BOOK REVIEW # TITLE OF THE BOOK: Data Science in …
Domain Knowledge in Machine Learning
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Domain Knowledge in Machine Learning # Let’s say the domain is a restaurant kitchen. A dataset with …
Data Science/AI Projects Project Ideas
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AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas # …
Confusion Matrix Bayesian Theorem
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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
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Online Data Science, AI, ML Content # Data Science, AI, Machine Learning, Books/ Guide/ Reports/ …
Data Science Cheatsheets
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Data Science Cheatsheets # Introduction # All these cheat sheets are kept at my google drive link. …
Python Software Development and Distribution
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Software Distribution # Introduction # We don’t develop any good and valuable piece of software …
300 Important Statistical Terms
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Important Statistical Terms # Sno Term Definition 1 Affine transformation. See transformation. 2 …
Folder Structure for ML Project
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Directory Structure for ML Project is critical for any serious data science project. What we learn …
Generalized AI Model for Prediction
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Can we really Develop AI solutions that can predict human behavior? If you are not a technical …
20 Reasons Why AI Project Fails
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Why Does AI Project Fails? # I have been in IT project management for 2+ decades. Being in the …
What Are Transformers in AI
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What Are Transformers in AI # Transformer Architecture # Background # Whether GPT, ChatGPT, DALL-E, …
Github Repos for Data Science
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Github-Repos-for-DataScience # Sno. Repo Name Repo Description Language Starred Fork 1 Link A …
AI ML Resources from My Diary
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AI ML Resources from My Diary # This is my personal diary which contains resources, which I know, …
Basic Statistics for Data Science
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Basic Statistics for Data Science # Important Webpages on Statistics # Statistical Inference – an …
Data Scientists and AI, ML Researchers
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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
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Navigating the Data Landscape: # Exploring Data Sources, Databases, and ETL Tools for Machine …
Thousands of Machine Learning Datasets
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Thousands of Machine Learning Datasets # Introduction: # Without Data there is no Machine Learning, …
Machine Learning Tasks and Model Evaluation
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Machine Learning Tasks and Model Evaluation # Introduction # Machine learning is a subject where we …
Machine Learning Framework, Library, Tools
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Machine Learning Framework, Library, Tools # Introduction # As of 2022, Data Science, AI, and …
My Daily Tools
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My Daily Tools # [My Daily Tools]
Sno Category Subcategory URL Purpose/Remarks 1 General Blogging …
AI, ML, DL Blogs Sites
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AI, ML, DL Blogs Sites # 370+ blogs/website, who publishes articles, research, opinions, …
My Favorite Chrome Extensions
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My Favorite Chrome Extensions # Application Launcher For Drive (by Google) : Open Drive files …
Best Resources to Learn Python
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Best Resources to Learn Python # Best Python Resources # Learn Python the Hard Way Python Practice …
AI, ML, Deep Learning, NLP Conferences & Journals
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AI, ML, Deep Learning, NLP Conferences & Journals # Content on this page keeps changing. These …
Best YouTube Channels to Learn Data Science
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Best YouTube Channels to Learn Data Science # Introduction # The way we are learning new …
High School Maths for Data Science
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High School Maths for Data Science # Algebra I # How to graph an ordered pair How to find the …
Important AI Research Papers
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Important AI Research Papers # Content from this page is migrated to Link
Mathematics for Data Scientist
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Mathematics for Data Scientist # To excel in the field of data science, especially as a data …