Data Science Tag - Posts

Welcome to dasarpAI Data Science Blogs Posts!

AI

Will AI Replace Human?

5 minute read

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...

AI Project Failure

20 Reasons Why AI Project Fails

6 minute read

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

AI Usecases

100+ High Level AI Usecases

17 minute read

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

2 minute read

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

2 minute read

AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...

Agriculture

AI Usecases in Agriculture Industry

2 minute read

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

17 minute read

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...

Book Review

ChatGPT

ChatGPT Usecases

7 minute read

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

11 minute read

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

2 minute read

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

2 minute read

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

12 minute read

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

less than 1 minute read

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...

Data Analysis

EDA & Feature Engineering 101

19 minute read

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 Science Book

Data Science Project Ideas

Database

Deep Learning

Deep Learning Project Ideas

Deep Learning Projects

Directory Structure

Folder Structure for ML Project

12 minute read

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

19 minute read

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?

5 minute read

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

less than 1 minute read

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

2 minute read

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?

4 minute read

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

19 minute read

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

less than 1 minute read

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

19 minute read

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

2 minute read

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...

GPT3

ChatGPT Usecases

7 minute read

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

4 minute read

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

5 minute read

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

17 minute read

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

24 minute read

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...

ML Project Directory Structure

Folder Structure for ML Project

12 minute read

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

MLOps

Folder Structure for ML Project

12 minute read

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

19 minute read

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

1 minute read

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?

12 minute read

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

7 minute read

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

4 minute read

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

24 minute read

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

5 minute read

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

Marketing Analytics

Maths

NLP

ChatGPT Usecases

7 minute read

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

4 minute read

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

2 minute read

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

2 minute read

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

55 minute read

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...

NLP Project Ideas

NLP Projects

Naive Bayes

Top 10 Technologies of Future

less than 1 minute read

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

less than 1 minute read

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

less than 1 minute read

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

less than 1 minute read

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

7 minute read

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

4 minute read

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

7 minute read

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

4 minute read

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

less than 1 minute read

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

6 minute read

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

Recall

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

less than 1 minute read

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

less than 1 minute read

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

Statistical Terms

Statistics

Statistics for Data Science

Stats for Data Science

Time series Forecasting

Timeseries Interview Questions

24 minute read

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

24 minute read

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

24 minute read

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

24 minute read

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

24 minute read

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

11 minute read

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

6 minute read

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

2 minute read

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?

4 minute read

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...