本课程《用ChatGPT与Python实现数据科学实战：从EDA到推荐系统与伦理探讨》由知名教育团队365 Careers打造，融合了数据科学核心技能与前沿AI工具，帮助你提升分析效率、加速建模流程、拓展AI应用视野。
你将学习：
- 使用 ChatGPT 进行数据预处理、正则表达式处理（RegEx）、文本分析等
- 进行假设检验与情感分析（Naive Bayes）
- 构建基于ChatGPT的电影推荐系统
- 实践机器学习监督学习任务与分类模型分析
- 探讨AI伦理问题，包括偏见与隐私保护
课程包含10个真实挑战与一个综合案例，适合具备Python与机器学习基础、希望提升数据分析实战能力并拥抱AI辅助开发流程的学习者。立即加入，让你在数据科学之路上，借力ChatGPT，实现从洞察到决策的跃迁！
原版英文介绍
Published 2/2024
Created by 365 Careers
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 34 Lectures ( 1h 59m ) | Size: 1.34 GB
Beginner and advanced chatGPT use cases – hypothesis testing, supervised learning, Naive Bayes, ethics in AI
What you’ll learn:
Perform exploratory data analysis (EDA)
Use RegEx
Hypothesis testing
Naive Bayes for sentiment analysis
Movie recommendation engine
Ethics and biases in data and the role of AI
Requirements:
Some python and data science knowledge
access to ChatGPT plus
Description:
Welcome to the ultimate ChatGPT and Python Data Science course—your golden ticket to mastering the art of data science intertwined with the latest AI technology from OpenAI.This course isn’t just a learning journey—it’s a transformative experience designed to elevate your skills and empower you with practical knowledge.With AI’s recent evolution, many tasks can be accelerated using models like ChatGPT. We want to share how to leverage AI it for data science tasks.Embark on a journey that transcends traditional learning paths. Our curriculum is designed to challenge and inspire you through:Comprehensive Challenges: Tackle 10 concrete data science challenges, culminating in a case study that leverages our unique 365 data to address genuine machine learning problems.Real-World Applications: From preprocessing with ChatGPT to dissecting a furniture retailer’s client database, explore a variety of industries and data types.Advanced Topics: Delve into retail data analysis, utilize regular expressions for comic book analysis, and develop a ChatGPT-powered movie recommendation system. Engage with such critical topics as AI ethics to combat biases and ensure data privacy.This course emphasizes practical application over theoretical knowledge, where you will:Perform dynamic sentiment analysis using a Naïve Bayes algorithm.Craft nuanced classification reports with our proprietary data.Gain hands-on experience with real datasets—preparing you to solve complex data science problems confidently.We’ll be using ChatGPT, Python, and Jupyter Notebook throughout the course, and I’ll link all the datasets, Notebooks for you to play around with on your own.I’ll help you create a ChatGPT profile, but I’ll assume you’re adept in Python and somewhat experienced in machine learning. Are you ready to dive into the future of data science with ChatGPT and Python?Join us now to unlock the full potential of AI and turn knowledge into action.Let’s embark on this exciting journey together!
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