Build AI App Using Streamlit and Python
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 42 lectures (4h 31m) | Size: 892 MB
EDA App | NLP App | Healthcare App | Forecasting App
What you'll learn:
How to build AI applications
How to use streamlit
How to apply the concepts of AI in a real world web application
How to host a AI web application
None. Concepts and Python are covered extensively to assist those who are new to Python & AI.
In summary, end users wanted a simple web app to view the results of AI algorithms and data scientists wanted a platform to build AI web apps easily & faster. Streamlit addressed both these needs perfectly.
I am going to demonstrate how to build a healthcare AI app (and few other examples) in less than 50 lines of code using streamlit platform. This covers AI/ML code as well as code for the app including the user interface. We will start with the functionalities of streamlit and then cover how to build and host web applications.
For those who are new to AI, Machine Learning, Deep Learning, Natural Language Processing (NLP) and Exploratory Data Analysis (EDA) are included in the program. Python is also covered extensively to assist those who are looking for a refresher on python topics or new to python itself.
In all, this program can be pursued by both experienced professionals as well as those who are new to the world of AI.
Let's build stunning web based AI apps!
Who this course is for
Experienced data scientists
Data scientists who are starting their career
Web application developers
IT professionals who want to switch their career to AI.
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