machine learning
AIC & BIC for Selecting Regression Models: Formula, Examples
Are you grappling with the complexities of choosing the right regression model for your data? You are not alone. When…
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…
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…
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…
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…
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…
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…
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…
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…
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…
Hypothesis Testing Steps & Examples
Hypothesis testing is a technique that helps scientists, researchers, or for that matter, anyone test the validity of their claims…
Huggingface Arxiv Dataset: Python Example
Working with large and specific datasets is a common requirement in the field of natural language processing (NLP) and machine…
Quiz: BERT & GPT Transformer Models Q&A
Are you fascinated by the world of natural language processing and the cutting-edge generative AI models that have revolutionized the…
7 Free MIT AI / Machine Learning Courses: Enroll Now!
Are you eager to dive into the world of machine learning and AI but worried about the costs? Are you…
Pre-training vs Fine-tuning in LLM: Examples
Are you intrigued by the inner workings of large language models (LLMs) like BERT and GPT series models? Ever wondered…
IIT Madras Fellowship in AI for Social Good
Are you an AI researcher driven by the passion to make a positive impact on society? Do you seek to…