Ajitesh Kumar

Problems with Categorical Variables: Examples

Have you ever encountered unfamiliar words while learning a new language and didn't know their meanings? Or tried to fit…

1 year ago

Central Tendency in Machine Learning: Python Examples

Have you ever wondered why your machine learning model is not performing as expected? Could the "average" behavior of your…

1 year ago

Data Analytics for Car Dealers: Actionable Insights

Are you starting a car dealership and wondering how to leverage data to make informed business decisions? In today's data-driven…

1 year ago

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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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,…

1 year ago