Ajitesh Kumar

Hold-out Method for Training Machine Learning Models

The hold-out method for training the machine learning models is a technique that involves splitting the data into different sets:…

2 years ago

One-way ANOVA test: Concepts, Formula & Examples

The one-way analysis of variance (ANOVA) test is a statistical procedure commonly used to compare the means values on a…

2 years ago

Neyman-Pearson Lemma: Hypothesis Test, Examples

Have you ever faced a crucial decision where you needed to rely on data to guide your choice? Whether it's…

2 years ago

Pandas CSV to Dataframe Python Example

Converting CSV files to DataFrames is a common task in data analysis. In this blog, we'll explore a Python code…

2 years ago

Google Unveils Next-Gen LLM, PaLM-2

Google's breakthrough research in machine learning and responsible AI has culminated in the development of their next-generation large language model…

2 years ago

Occam’s Razor in Machine Learning: Examples

"Everything should be made as simple as possible, but not simpler." - Albert Einstein Consider this: According to a recent…

2 years ago

Generative AI Risks & Concerns: Examples

In the ever-evolving realm of artificial intelligence, generative AI has emerged as a groundbreaking technology, capable of producing incredibly realistic…

2 years ago

Outlier Detection Techniques in Python: Examples

In the realm of data science, mastering outlier detection techniques is paramount for ensuring data integrity and robust machine learning…

2 years ago

Lime Machine Learning Python Example

Today when core businesses have started relying on machine learning (ML) models predictions, interpreting complex models has become a necessary…

2 years ago

Boston Housing Dataset Linear Regression: Predicting House Prices

Predicting house prices accurately is crucial in the real estate industry. However, it can be challenging to determine the factors…

2 years ago

ChatGPT Cheat Sheet for Data Scientists

With the explosion of data being generated, data scientists are facing increased pressure to analyze and interpret large amounts of…

2 years ago

How does Dall-E 2 Work? Concepts, Examples

Have you ever wondered how generative AI is converting words into images? Or how generative AI models create a picture…

2 years ago

Google Bard Arrives in India, Ready to Take on ChatGPT

Google's new AI-powered text completion tool called Bard (https://bard.google.com) is now available to users in India. The new tool provides…

2 years ago

Facebook Responsible AI: Lessons, Examples

As technology continues to advance, it's important that we prioritize ethical considerations and ensure that the development and deployment of…

2 years ago

Python Tesseract PDF & OCR Example

Have you ever needed to extract text from an image or a PDF file? If so, you're in luck! Python…

2 years ago

ChatGPT Prompt to get Datasets for Machine Learning

As the field of machine learning continues to expand, having access to high-quality datasets has become increasingly important. Datasets are…

2 years ago