Python: Creating Advanced AI Applications

Create 4 AI projects with Python in less than 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
Python: Creating Advanced AI Applications
is a dynamic course tailored for aspiring AI enthusiasts like you. In less than 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!
Who this course is for:
Experienced Python developers
Professionals in the field of data science
Individuals passionate about artificial intelligence and machine learning
Students or researchers seeking to deepen their understanding of AI concepts and acquire practical skills for developing AI solutions.
Business professionals and entrepreneurs interested in leveraging AI technologies

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