Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems.
Book Description
Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science.
With these game-changing tools at your command, you'll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heightsmaking machine learning faster, smarter, and more accessible than ever before.
Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT's free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analyticsall illustrated with real-world examples and interactive exercises.
Table of Contents
Introduction to ChatGPT
ChatGPT for Data Science and Machine Learning
Fundamentals of Statistics for Data Science
Missing Values and Outliers
Relation Between Variables and Charts
Data Preparation
Training and Evaluation
Fine Tuning, Features Selection, and Final Model
Data Preparation and Training
Fine Tuning and Final Model
Data Analysis and Dataset Manipulation (NLP)
Sentiment Analysis and Predictions
ChatGPT-4 for a Completely Automated Data Science Workload