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1

Python 3 and Machine Learning Using ChatGPT/GPT-4
Oswald Campesato ; Oswald Campesato

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Chapter 3: Classifiers in Machine Learning
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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3

Chapter 6: Machine Learning Classifiers with GPT-4
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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Chapter 7: Machine Learning Clustering with GPT-4
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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5

Chapter 2: Introduction to Machine Learning
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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6

Leveraging large language models for knowledge-free weak supervision in clinical natural language processing.
Hsu, Enshuo ; Roberts, Kirk
Scientific Reports; 3/10/2025, Vol. 15 Issue 1, p1-10, 10p

LANGUAGE models NATURAL language process... ARTIFICIAL intelligence ELECTRONIC health record... CLINICAL supervision DEEP learning
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7

Contents
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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8

Index
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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9

Preface
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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10

Frontmatter
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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11

Chapter 4: ChatGPT and GPT-4
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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12

Model Checking Using Large Language Models—Evaluation and Future Directions.
Batsakis, Sotiris ; Tachmazidis, Ilias ; Mantle, Matthew ; et al.
Electronics (2079-9292); Jan2025, Vol. 14 Issue 2, p401, 34p

LANGUAGE models INTEGRATED circuit verif... GENERATIVE pre-trained t... NONMONOTONIC logic CHATGPT
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13

Learning-based Widget Matching for Migrating GUI Test Cases.
Zhang, Yakun ; Zhang, Wenjie ; Ran, Dezhi ; et al.
ICSE: International Conference on Software Engineering; 2024, p1-13, 13p

GRAPHICAL user interface... MACHINE learning APPLICATION software DEEP learning DATA analysis
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14

ChatGPT and computational-based research: benefits, drawbacks, and machine learning applications.
Atkinson, Cameron F.
Discover Artificial Intelligence; 12/4/2023, Vol. 3 Issue 1, p1-18, 18p

CHATGPT MACHINE learning PROGRAMMING languages ARTIFICIAL intelligence APPLICATION software
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15

Preface
Python 3 using ChatGPT/GPT-4. Dec 06, 2024

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16

Chapter 4: Introduction to NumPy and Pandas
Python 3 using ChatGPT/GPT-4. Dec 06, 2024

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17

Satellite Video Remote Sensing for Flood Model Validation.
Masafu, Christopher ; Williams, Richard
Water Resources Research; Jan2024, Vol. 60 Issue 1, p1-27, 27p

AUSTRALIA CONVOLUTIONAL neural net... REMOTE sensing MODEL validation PARTICLE image velocimet... DEEP learning
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Chapter 1: Introduction to Pandas
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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19

Chapter 8: ChatGPT and Data Visualization
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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20

Chapter 5: Linear Regression with GPT-4
Python 3 and Machine Learning Using ChatGPT/GPT-4. Sep 15, 2025

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