Building an Instruction ML Classifier in Python

Published: 26 December 2023
on channel: JCharisTech

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In this tutorial we will build a classifier model using python and the Dolly Dataset.

⚡ Build an Instruction ML Classifier ⚡ : Data Science Project with Dolly Dataset

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⏲️===TimeStamps===⏲️
0:01 Intro
02:10 Load Data
05:50 EDA
06:45 Class Distribution & Plot
09:30 Wordcloud
15:40 Build ML Model
18:50 Model Accuracy & Evaluation
19:50 Model Prediction
21:15 Saving Model & Serialization
23:45 Check Prediction Probability
25:04 Model Interpretation
28:00 Explaining Model Prediction
34:40 Few shot Prompt with Llama
36:35 Using Dolly-LLM
38:50 Recap

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