Analysis

Data Evaluation Made Easy: Using LLMs to Automate Tedious Tasks

Data evaluation may be equal parts difficult and rewarding. From cleansing messy datasets to constructing complex models, there’s all the time lots to do, and never enough time to do it. But what if...

A Beginner’s Guide to Sentiment Evaluation in 2023

Humans are sentient beings; we experience emotions, sensations, and feelings 90% of the time. Sentiment evaluation is becoming increasingly necessary for researchers, businesses, and organizations to grasp customer feedback and discover areas of improvement....

Survival Evaluation: Leveraging Deep Learning for Time-to-Event Forecasting

Finally, deep learning models could be used for survival evaluation in addition to statistical models. Here, for example, we are able to see the survival curve of randomly chosen patients. Such outputs can bring...

Group-by data augmentation for e-commerce datasets Motivation Data augmentation ingredients KeyGenerator Elements of model design Results Further evaluation and future work Conclusion

Introducing a latest training strategy for learning user preferences to multi-attribute offers based on a multi-task approachThe most important intuition is as follows: the group-by training forces a model to make sense of all...

10 End-to-End Guided Data Science Projects to Construct Your Portfolio Table of Content: 1. Automatic Speech Recognition System 2. Constructing Production-Ready Enterprise-Level Image Classifier with AWS &...

Data science is one of the vital sought-after fields in today’s job market. With the ever-increasing amount of knowledge being generated each day, businesses are in need of expert data scientists who can extract...

Natural Language Fundamentals — Intro & Language Model Implementation of Sentiment Evaluation, Machine Translation and Named-Entity Recognition Language Modeling 1. Sentiment Evaluation 2. Machine Translation 3. Named-Entity Recognition...

Multilingual language modeling within the Natural Language spaceWe humans use words, sounds, gestures and symbols to convey complex concepts and abstracts to one another in numerous forms equivalent to speech, writing and signs. With...

10 End-to-End Guided Data Science Projects to Construct Your Portfolio Table of Content: 1. Automatic Speech Recognition System 2. Constructing Production-Ready Enterprise-Level Image Classifier with AWS &...

Data science is one of the crucial sought-after fields in today’s job market. With the ever-increasing amount of information being generated on daily basis, businesses are in need of expert data scientists who can...

GPT-4 API Pricing Evaluation

GPT-4 API Pricing AnalysisThe current model behind the GPT-4 API is called gpt-4–0314. To access this model through the GPT-4 API, it would cost: $0.03 per 1k prompt request tokens* $0.06 per 1k completion...

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