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Artificial Intelligence
A Comprehensive Guide on Common Table Expression in SQL
Back To Basics | Simplifying Complex Queries and Enhancing ReadabilityIn programming, it’s a typical practice to group instructions or statements in smaller and more manageable code blocks. This practice will likely be referred as...
Artificial Intelligence
A Data Scientist’s Guide to Make and Makefiles
The way to use Make and Makefiles to optimise your machine learning pipelineData Scientists at the moment are expected to put in writing production code to deploy their machine learning algorithms. Due to this...
Artificial Intelligence
A beginner’s guide to understanding A/B test performance through Monte Carlo simulations
16 min read·15 hours agoThis tutorial explores how covariates influence A/B testing precision in a randomized experiment. A properly randomized A/B test calculates the lift by comparing the common end result within the treatment...
Artificial Intelligence
An Easy Guide to Master Moving Average and Running Total in SQL
ScenarioSay, We now have a table named “ARTICLES” that captures day by day view counts for various articles from 1st June 2023 to tenth June 2023. Each entry within the table represents a date,...
Artificial Intelligence
RAG-ing Success: Guide to decide on the correct components in your RAG solution on AWS Embedding component Vector Store Large Language model Conclusion
With the rise of Generative AI, Retrieval Augmented Generation(RAG) has grow to be a highly regarded approach for using the facility of Large Language Models (LLMs). It simplifies the entire Generative AI approach while...
Artificial Intelligence
Guide to Time Series Evaluation with Python — 1: Evaluation Techniques and Baseline Model Time Series Components Naive Prediction Random Walk Understanding if the Data is Stationary Autocorrelation Function When...
Time series evaluation is a technique utilized in various industries, equivalent to stock market prediction, product price forecasting, weather forecasting, cryptocurrency prediction, etc., to forecast future values based on historical data.Time series will be...
Artificial Intelligence
The synthetic data field guide
A guide to the assorted species of faux data: Part 2If you would like to work with data, what are your options? Here’s a solution that’s as coarse as possible: you possibly can pay...
Artificial Intelligence
Ultimate Guide to Master Prompt Engineering Why it Matters Key Takeaways The Art of Asking Once Upon a Time: The History of Prompt Engineering What’s Prompt Engineering? Why it Matters...
As AI becomes universally integrated into our digital lives, prompt engineering — the art and science of instructing AI effectively — is now as vital as learning to code was on the dawn of...
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