Ajitesh Kumar

Unemployment Data & Actionable Insights Examples

Unemployment figures often flood the news, painting a broad picture of economic stability or crisis. But have you ever wondered…

2 years ago

Insurance & Linear Regression Model Example

Ever wondered how insurance companies determine the premiums you pay for your health insurance? Predicting insurance premiums is more than…

2 years ago

Chi-square test – Formula, Concepts, Examples

The Pearson's Chi-square (χ2) test is a statistical test used to determine whether the distribution of observed data is consistent…

2 years ago

Text Clustering Real-World Applications: Examples

How often have you wondered about the vast amounts of unstructured data around us and its untapped potential? How can…

2 years ago

Contract Analysis & Review Checklist: Questions, Examples

Have you ever found yourself knee-deep in contractual jargon, wondering if you've missed a critical clause that could cost your…

2 years ago

Find Topics of Text Clustering: Python Examples

Have you ever clustered a collection of texts and wondered what predominant topics underlie each group? How can you pinpoint…

2 years ago

Productivity vs Efficiency: Differences, Examples

If you've ever found yourself caught in the whirlwind of tasks and deadlines, you've probably asked yourself: "How can I…

2 years ago

OpenAI Python API Example for NLP Tasks

Ever wondered how you can leverage the power of OpenAI's GPT-3 and GPT-3.5 (from Jan 2024 onwards) directly in your…

2 years ago

Architecting a Generative AI Platform for GPT-based LLM Apps

Have you ever wondered how to build a scalable Generative AI platform based on OpenAI GPT models that can serve…

2 years ago

Microsoft’s Free Courses: Data Science, Machine Learning, AI

Are you keen on diving into the world of data science, machine learning, or artificial intelligence? Have you been searching…

2 years ago

Text Clustering Python Examples: Steps, Algorithms

Text clustering has swiftly emerged as a cornerstone in data-driven decision-making across industries. But what exactly is text clustering, and…

2 years ago

Topic Modeling LDA Python Example

Are you overwhelmed by the endless streams of text data and looking for a way to unearth the hidden themes…

2 years ago

Encoder Only Transformer Models Quiz / Q&A

Are you intrigued by the revolutionary world of transformer architectures? Have you ever wondered how encoder-only transformer models like BERT,…

2 years ago

Actionable Insights: Examples & Concepts

The idea of actionable insights is something that has gone mainstream across different departments in any and every business due…

2 years ago

Hypothesis Testing Steps & Examples

Hypothesis testing is a technique that helps scientists, researchers, or for that matter, anyone test the validity of their claims…

2 years ago

OpenAI GPT-3 Models List: Explained with Examples

In the ever-evolving landscape of natural language processing (NLP), OpenAI's GPT-3 models have garnered significant attention for how they could…

2 years ago