10最好的Streamlit教程推荐

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特写 iPhone,显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 Streamlit 技能并获得 Streamlit 证书。

在这篇博客文章中,我们的专家汇总了 10 个精选列表 最好的 Streamlit 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容!

10最好的Streamlit教程推荐

1. Build & Host ML Apps (Python) + Top Data Science projects 经过 SeaportAi . Udemy课程 我们的最佳选择

Python Streamlit Apps: EDA | NLP | cancer Prediction | Forecasting | Customer Lifetime Value | Market Basket Analysis

截至目前,超过 9366+ 人们已经注册了这门课程,而且已经结束了 23+ 评论.

课程内容
Introduction
Need for an AI App & Streamlit
Infrastructure
Understanding Streamlit’s Functionalities
EDA (Exploratory Data Analysis) App
Breast cancer Prediction App
Word Cloud App
Time Series Forecasting App
Customer Lifetime Value
Market Basket Analysis (Retail Analytics)
Deploying the app
Key Concepts
Python Programming
Bonus Lecture

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2. Learn Streamlit Python 经过 Jesse E. Agbe Udemy课程

Create Beautiful Data Apps and Machine Learning Web Apps In Python Faster with Streamlit

截至目前,超过 1951+ 人们已经注册了这门课程,而且已经结束了 261+ 评论.

课程内容
Introduction
Module 02 – Data Visualization In Streamlit
Module 02 – Streamlit Components & Themes
Module 03 – Project Section – Building Streamlit Apps – NLP Apps
Module 03 – Project Section – Building Streamlit Apps – Text Analysis Apps
Project – Building Streamlit Apps -Data Apps
Module 03 – Project Section – Building Streamlit Apps – Machine Learning Apps
Project – Building Streamlit Apps – CRUD Apps (Create Read Update Delete)
Project – Building a CRUD(Create Read Update Delete) App In Streamlit
Project – Build Streamlit Apps – End to End (StreamBible)
Module 04 – Deploying Streamlit Apps
Module 05 – Streamlit Session States
Streamlit Projects – Misc Apps

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3. Complete Guide to Data Science Applications with Streamlit 经过 “Derrick Mwiti, Namespace Labs” Udemy课程

Learn how to build and deploy data science applications in Python

截至目前,超过 296+ 人们已经注册了这门课程,而且已经结束了 22+ 评论.

课程内容
Introduction
Python Crash Course
Package Management in Python
NumPy Crash Course
Pandas Crash Course
Visualization Guide
Matplotlib with Streamlit
Streamlit with Seaborn
Extras
File Upload
Mapping
Image Processing Application
Streamlit Components
Streamlit Authentication
Plotly with Streamlit
Streamlit with Altair
Streamlit Layout
Add Interactivity in Streamlit
Natural Language Processing
Deploy Streamlit Application
Congratulations & Bonus

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4. Web Applications from Scratch with Streamlit 经过 Rosario Moscato Udemy课程

Build and Deploy your Web Apps from Scratch with the incredible Streamlit! Seat with me and start CODING TOGETHER!

截至目前,超过 232+ 人们已经注册了这门课程,而且已经结束了 15+ 评论.

课程内容
“Section 1: A simple NLP Web App to acquire all basic skills
Section 2: A Covid-19 Detection Tool to acquire advanced skills
Section 3: Advanced Techniques (File Auto-Detection, Data Base, Hashing, etc)
Section 4: BONUS Lessons”

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5. Build a Data Science web app using Streamlit 经过 Leo Bravo Udemy课程

Learn how to convert your data science code into a web app

截至目前,超过 214+ 人们已经注册了这门课程,而且已经结束了 20+ 评论.

课程内容
What is Streamlit?
Data Science local app
Converting local to web app using Streamlit

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6. StreamLit OpenCV Computer Vision Web App 经过 Augmented Startups Udemy课程

How to build a Computer Vision Web Application using StreamLit MediaPipe in Python & OpenCV

截至目前,超过 42+ 人们已经注册了这门课程,而且已经结束了 7+ 评论.

课程内容
Building your StreamLit Computer Vision Dashboard

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7. Learn Streamlit Python from Scratch || Streamlit Bootcamp 经过 Adith Sreeram Udemy课程

Create Beautiful Data Apps and Machine Learning Web Apps In Python Faster with Streamlit

截至目前,超过 31+ 人们已经注册了这门课程,而且已经结束了 7+ 评论.

课程内容
Introduction to the Course
Part1 – Introduction And Basics of Streamlit
Part2: Creating a Single Paged Web App using Streamlit
Part3: Capstone project – Creating a Multi Paged Web app using Streamlit.

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8. Basics of Streamlit 经过 Harsh Gupta Udemy课程

Create web application for your Data Science / Machine Learning project with pure python!

截至目前,超过 11+ 人们已经注册了这门课程,而且已经结束了 2+ 评论.

课程内容
“Introduction
Displaying text, data and plots using Streamlit
Adding widgets, sidebar and layouts
First web app using Streamlit”

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9. Build Machine Learning Web Application with Streamlit 经过 Kiran Kumar Shah Udemy课程

Build Real World Anti-Money Laundering Machine Learning Application from Scratch to Detect Suspicious Transaction

截至目前,超过 3+ 人们已经注册了这门课程,而且已经结束了 1+ 评论.

课程内容
Introduction
Web Application Development
Epilogue

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10. Python for Machine Learning Project based Master course 经过 Salvatore Aetos Udemy课程

“Learn Machine Learning using Python, Regression, Decision Trees, SVM, Numpy, Pandas, Scikit-Learn, Matplotlib streamlit”

截至目前,超过 2+ 人们已经注册了这门课程,而且已经结束了 0+ 评论.

课程内容
Introduction
Python Start-up Information
Python Salary Predictor Project
Machine learning Classifier project
Machine Learning and Streamlit Assessment
Challenge (Create a BMI calculator)

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下面是一些关于学习的常见问题Streamlit

学习Streamlit需要多长时间?

“学习Streamlit需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求,每个人都在不同的场景下工作,所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题:你想学习 Streamlit 是为了什么?你的出发点在哪里?您是初学者还是有使用 Streamlit 的经验?你能练习多少?每天1小时?每周40小时? 查看本课程关于 Streamlit.

Streamlit 学起来容易还是难?

不,学习 Streamlit 对大多数人来说并不难。检查这个 关于如何学习的课程 Streamlit 立刻!

如何快速学习Streamlit?

学习 Streamlit 最快的方法是先得到这个 Streamlit 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 Streamlit?

如果您想探索和学习 Streamlit,那么 Udemy 为您提供了学习 Streamlit 的最佳平台。查看此 关于如何学习的课程 Streamlit 立刻!