用 ChatGPT 自动化 Python 机器学习任务 (英文)

Python 机器学习任务自动化入门

发布日期：2024年4月

格式：MP4 | 视频编码：h264，1280×720 | 音频：AAC，44.1 KHz，双声道
类别：在线学习 | 语言：英语 | 课程时长：10 课时（1小时26分钟）| 文件大小：789MB

课程简介：用 ChatGPT 自动化 Python 机器学习任务

你将学到什么？

• 掌握 使用 ChatGPT 生成机器学习（Machine Learning）模型 的基础知识
• 学习 如何构建基于树（Tree-Based）算法的机器学习模型，如决策树（Decision Tree）、随机森林（Random Forest）和梯度提升（Gradient Boosting）
• 探索 利用 ChatGPT 和 Python 构建高级机器学习模型 的方法
• 深入理解 如何结合 ChatGPT 与 Python，自动化基础的机器学习任务

课程要求

• 无需任何先修知识或经验

课程内容简介

《Python 机器学习任务自动化入门》 课程专为希望 高效自动化基础机器学习任务 的学习者设计。通过 实践演示 和 动手练习，学员将掌握 生成、构建和部署机器学习模型 的核心技能，提高工作效率。

课程从 使用 ChatGPT 生成机器学习模型 开始，介绍如何利用 自然语言处理（NLP） 辅助模型开发，使学员能够轻松构建初步的机器学习模型。

接下来，课程将带领学员 深入学习基于树的机器学习模型，包括 决策树（Decision Tree）、随机森林（Random Forest）和梯度提升（Gradient Boosting） 等算法。这些模型广泛用于分类、回归和数据分析任务，帮助学员构建强大且易于解释的模型。

此外，课程还将拓展到 高级机器学习模型构建，结合 ChatGPT 和 Python，通过实际案例 学习前沿算法，让学员掌握如何 开发复杂模型，解决现实世界中的挑战。

课程结束后，学员将具备 自动化 Python 机器学习任务 的完整技能体系，能够加快模型开发流程，并从数据中提取 有价值的洞察（Actionable Insights）。

立即加入，探索 Python 机器学习自动化的无限可能！

Automating Elementary Python Machine Learning Tasks

Published 4/2024
Created by Mammoth Interactive,John Bura
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 10 Lectures ( 1h 26m ) | Size: 789 MB

Automating Elementary Python Machine Learning Tasks with ChatGPT

What you’ll learn:
Master the fundamentals of generating machine learning models using ChatGPT
Acquire the skills to build tree-based machine learning models with ChatGPT
Explore advanced techniques for building sophisticated machine learning models with ChatGPT and Python
Develop a comprehensive understanding of leveraging ChatGPT’s capabilities in conjunction with Python to automate elementary machine learning tasks

Requirements:
No specific requirements or prerequisites

Description:
The course “Automating Elementary Python Machine Learning Tasks” is meticulously crafted to empower learners with the indispensable skills and techniques essential for automating elementary machine learning tasks using Python and ChatGPT. Through a blend of practical demonstrations and hands-on exercises, participants will hone their abilities to effortlessly generate, build, and deploy machine learning models with precision and efficiency.Commencing with an insightful exploration of generating machine learning models with ChatGPT, participants will unravel the potential of natural language processing (NLP) in automating the initial stages of model generation. This foundational knowledge will enable them to seamlessly navigate through the intricacies of model development.Subsequently, learners will embark on a journey to master the art of building tree-based machine learning models with ChatGPT. By harnessing the prowess of decision trees, random forests, and gradient boosting machines, participants will be equipped with the proficiency to construct robust and interpretable machine learning models tailored to diverse tasks.Moreover, learners will elevate their expertise by delving into the realm of advanced machine learning model construction with ChatGPT and Python. Through immersive practical examples and real-world applications, participants will delve into cutting-edge techniques and algorithms, empowering them to develop sophisticated models adept at tackling complex challenges head-on.Upon completion of the course, participants will emerge with a comprehensive skill set to efficiently automate elementary Python machine learning tasks. Armed with this knowledge, they will be poised to accelerate the model development process and extract actionable insights from their data with ease. Embark on this enlightening educational journey today and unlock the boundless potential of automated machine learning with Python and ChatGPT!

扫码免费下载