Streamlit New Comprehensive course for building Data Apps

سرفصل های دوره

Learn end-to-end features of Streamlit to build Data apps for Analytics- Data Engineering, Data Science

1. Introduction

1. Introduction

2. What is Streamlit and Why learn Streamlit

3. Getting Started and Installation

2. Displaying textmessages in Streamlit

1. Markdown, Title, Header, Sub-header, Help text, LaTex

3. Displaying Data on the App

1. Different ways to display data, tabular data in streamlit

2. How to displayformat dataframe using streamlit

3. How to display MetricsKPIs and static table in Streamlit

4. Input Widgets

1. Introduction to Widgets in Streamlit

2. Button, Download-button and Checkbox

3. Radio Button

4. Select box or Dropdown list for single selection

5. Multi values selection, Sliding bar

6. Text input-widget to input single line text

7. Widgets to input number, Date and Time

8. Text Area to input larger text, File upload

5. Visualizations and Chart in Streamlit

1. 1.Introduction

2. Line chart, Bar chart, Area chart and Pyplot

3. Altair chart, Plotly, Bokeh Interactive Chart

4. Pydeck and Map using streamlit

6. Layout and Containers in Streamlit

1. Introduction

2. Sidebar

3. Columns Layout

4. Multi Tabs layout

5. Expander

6. Container

7. Empty Container

7. Status Element

1. Introduction to status widgets

2. Widgets for status messages-warning, error, success, exceptions, waiting

8. Advanced Concepts

1. Caching-Introduction to Caching in streamlit

2. Caching-How to improve the app's performance

3. Session State- Introduction to session state

4. Session State-How populate Widget during app Execution

5. Theming and Page Configuration-Introduction

6. Theming and Page Configuration-How to Configure App

9. Control Flow in Streamlit

1. Introduction to Control Flow

2. How to halt the processing of the App using Control flow

3. Form and Form Submit button

10. Deploy and share streamlit App using Cloud

1. Introduction to streamlit community cloud

2. Integrate GitHub to community cloud and deploy app

11. Project Build and Deploy Work Order Management App

1. Introduction to Work Order Management App

2. High level design and Pseudocode

3. Development and Deployment of the App

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تولید کننده: Udemy-Training