Will AI Replace Human?
Artificial Intelligence can Replace Human? The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh...
Data Science Tag - Posts
Welcome to dasarpAI Data Science Blogs Posts!
AI
AI Podcast Summary
AI Project Failure
20 Reasons Why AI Project Fails
Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...
AI Project Ideas
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
AI Transformers
What Are Transformers in AI
What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...
AI Usecases
100+ High Level AI Usecases
Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometimes even technology savvy peopl...
AI Use Cases in Food Processing
AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
AI-General
Agriculture
AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
Application of AI
100+ High Level AI Usecases
Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometimes even technology savvy peopl...
BFSI
Book Review
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
ChatGPT
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
Computer Vision
What is Computer Vision
What is Computer vision? Background In the digital world, scientists are working hard to create machines and robots that can interact with humans the way ...
AI Use Cases in Food Processing
AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
Configuration Management
Folder Structure for ML Project
Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...
Confusion Matrix
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Consciousness
Data Analysis
EDA & Feature Engineering 101
Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...
Data Engineering
The Interconnectedness of Life and Data
The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...
Data Science Book
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
Data Science Project Ideas
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Database
Data Lake vs Data Warehouse vs Data Mart
What is the difference between Data Lake and Data Warehouse?
Type of Databases
What are the various types of databases?
Deep Learning
What Are Transformers in AI
What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...
Deep Learning Project Ideas
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Deep Learning Projects
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Directory Structure
Folder Structure for ML Project
Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...
EDA
EDA & Feature Engineering 101
Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...
Education
Will AI Replace Human?
Artificial Intelligence can Replace Human? The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh...
Error Rate
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Explainable AI
Dealing with Sensitive Data
Contents Introduction Techniques to Handle Sensitive Data Introduction One of the biggest problems for a Data Science project team is to protect the...
What is XAI?
XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated. In reality, m...
Exploratory Data Analysis
EDA & Feature Engineering 101
Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...
F1 Score
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Feature Engineering
EDA & Feature Engineering 101
Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...
Food Processing
AI Use Cases in Food Processing
AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
GAN
GPT
GPT3
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
GPT Usecases
What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...
GPU
Generalized ML Model
Generalized AI Model for Prediction
Can we really Develop AI solutions that can predict human behavior? If you are not a technical person then don’t get overwhelmed by the next paragraph, you...
High Level AI Usecases
100+ High Level AI Usecases
Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometimes even technology savvy peopl...
Interview Questions
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Lex Fridman
Linux
Linux OS Directories
Linux OS Directories Linux OS Folders and the purpose. Introduction: Linux is a widely used operating system that is known for its flexibility and versa...
ML
ML Project Directory Structure
Folder Structure for ML Project
Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...
ML Projects
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
ML Training
MLOps
Folder Structure for ML Project
Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...
Machine Learning
EDA & Feature Engineering 101
Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...
Domain Knowledge in Machine Learning
Domain Knowledge in Machine Learning Let’s say the domain is a restaurant kitchen. A dataset with 3 variables. Two predictors and one predicted. Predictor...
What is NLP?
What is NLP? Humans interact with their surroundings using different kinds of inputs. Eyes deal with inputs of color, shape, and size. Ear deals with input...
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
GPT Usecases
What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Machine Learning Models
Generalized AI Model for Prediction
Can we really Develop AI solutions that can predict human behavior? If you are not a technical person then don’t get overwhelmed by the next paragraph, you...
Machine Learning Project Ideas
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Machine-Learning
Marketing Analytics
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
Maths
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
NLP
What Are Transformers in AI
What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
GPT Usecases
What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...
AI Use Cases in Food Processing
AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
Books on Conciousness
Books on Conciousness Introduction If you are from the software industry and especially in a data scientist role on day to day basis. Then there are high...
The Interconnectedness of Life and Data
The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...
NLP Project Ideas
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
NLP Projects
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Naive Bayes
Top 10 Technologies of Future
Top 10 Technologies of Future Augmented Reality : Helps surgeons see inside their patients Help workers operating in dangerous conditions Lab-Grown M...
How Naive Bayes Classifier Works
How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
Naive Bayes Classifier
Top 10 Technologies of Future
Top 10 Technologies of Future Augmented Reality : Helps surgeons see inside their patients Help workers operating in dangerous conditions Lab-Grown M...
How Naive Bayes Classifier Works
How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
Natural Language Processing
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
GPT Usecases
What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...
OpenAI
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
GPT Usecases
What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...
Precision
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Project Management
20 Reasons Why AI Project Fails
Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...
Python Software Development
Python Software Development and Distribution
Contents Introduction Data Science and Exploration The different names for software piece Why different names for the software? Freezing Environme...
Recall
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Recommendation
How Naive Bayes Classifier Works
How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
Sensitivity
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Software Distribution
Python Software Development and Distribution
Contents Introduction Data Science and Exploration The different names for software piece Why different names for the software? Freezing Environme...
Statistical Terms
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Statistics
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
Statistics for Data Science
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Stats for Data Science
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
Technologies
Time series Forecasting
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Time series analysis python
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Time series forecasting in python
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Timeseries
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Timeseries Analysis
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some characteristics of time series data...
Type of Reasoning
The Science of Reasoning
The Science of Reasoning About Reasoning Reasoning is a unique ability in humans. Whatever civilizational advancement we see, it is because of our abilit...
Why AI Project Fail?
20 Reasons Why AI Project Fails
Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...
XAI
Dealing with Sensitive Data
Contents Introduction Techniques to Handle Sensitive Data Introduction One of the biggest problems for a Data Science project team is to protect the...
What is XAI?
XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated. In reality, m...