Python：创建高级AI应用程序视频教程 (英文)

Python：创建高级AI应用程序视频教程

在这个动态课程中，欢迎来到Python：创建高级AI应用程序，这是专为像您这样的AI爱好者量身定制的课程。在短短90分钟内，本课程将通过四个引人入胜的项目将您深入到Python编程和人工智能的世界中。无论您是想提升Python技能还是踏上激动人心的AI创业之路，本课程都旨在为您提供实用知识和丰富经验。您将从一个关于面向对象编程的快速复习开始，为即将展开的激动人心的项目打下坚实的基础。

您将学到什么：

• 开发专门针对AI应用程序的Python编程的扎实掌握。
• 掌握在文本数据上执行情感分析的技术。
• 学习如何使用自然语言处理（NLP）设计和开发聊天机器人。
• 获取使用机器学习算法分析数据、提取业务见解并为潜在机会制定预测模型的技能。
• 开发展示聊天机器人开发、机器学习等技能的AI项目组合。

要求：

• 扎实的Python基础。
• 熟悉数据操作技术。
• 强烈的学习欲望。

描述：

在第一个项目中，您将使用自然语言处理（NLP）构建带有情感分析的聊天机器人。探索如何根据用户情感创建个性化的回复，为您的应用程序增添智能色彩。项目2使用流行的库如pandas和scikit-learn深入研究机器学习技术。从数据中挖掘有价值的见解，并探索预测建模以识别商业机会。项目3通过部署由GPT-3.5和AWS等先进技术提供支持的聊天机器人，带您深入了解AI。学会管理聊天记录、使用FastAPI部署API以及创建无缝的用户交互。最后，在项目4中，您将探索使用Streamlit构建时尚的聊天界面，展示您的AI应用程序的前端。在整个课程中，您将利用GitHub Codespaces，使您能够在任何机器上练习编码，而无需进行本地设置麻烦，就像在专业环境中一样。无论您是想增强Python技能组合还是全身心投入到AI开发中，本课程都将赋予您创建令人印象深刻的AI应用程序的能力。加入我们，释放Python在人工智能领域的潜力！

Python: Creating Advanced AI Applications

Published 4/2024
Created by Priya .
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 32 Lectures ( 1h 24m ) | Size: 564 MB

Create 4 AI Projects with Python in just 90 Minutes.

What you’ll learn:
Develop a strong command of Python programming specifically tailored for AI applications.
Master the techniques to perform sentiment analysis on textual data.
Learn how to design and develop chatbots using Natural Language Processing (NLP)
Acquire skills in using machine learning algorithms to analyze data, derive business insights, and make predictive models for potential opportunities.
Develop a diverse portfolio of AI projects showcasing skills in chatbot development, machine learning, etc

Requirements:
Solid foundation in Python
Familiarity with data manipulation techniques
Strong desire to learn new knowledge.

Description:
Welcome to  Python: Creating Advanced AI Applications  a dynamic course tailored for aspiring AI enthusiasts like you. In just 90 minutes, this course will immerse you in the world of Python programming and artificial intelligence through four captivating projects.Whether you’re looking to enhance your Python skills or embark on exciting AI ventures, this course is designed to equip you with practical knowledge and hands-on experience. You’ll start with a quick refresher on object-oriented programming, setting a strong foundation for the exciting projects ahead.In Project 1, you’ll build a chatbot with sentiment analysis using Natural Language Processing (NLP). Discover how to create personalized responses based on user sentiment, adding a touch of intelligence to your applications.Project 2 dives into machine learning techniques using popular libraries like pandas and scikit-learn. Uncover valuable insights from data and explore predictive modeling to identify business opportunities.Project 3 takes you deeper into AI by deploying a chatbot powered by advanced technologies like GPT-3.5 and AWS. Learn to manage chat history, deploy APIs with FastAPI, and create seamless user interactions.Finally, in Project 4, you’ll explore building a sleek chat interface using Streamlit, demonstrating the frontend of your AI applications.Throughout this course, you’ll leverage GitHub Codespaces, enabling you to practice coding from any machine without local setup hassles, just like you would in a professional environment.Whether you’re aiming to boost your Python portfolio or dive headfirst into AI development, this course will empower you to create impressive AI applications. Join us and unlock the potential of Python in the realm of artificial intelligence!

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