Building and Deploying a YouTube Thumbnail Downloader with Python and Streamlit
Learn to create and deploy a Python-based YouTube thumbnail downloader using Streamlit, from concept to live web application. Gain practical experience in building and hosting a useful tool for content creators.
Building an AutoML Web App with Python, Pandas Profiling, PyCaret, and Streamlit
Build an AutoML web app using Python, Pandas Profiling, PyCaret, and Streamlit in this hands-on tutorial. Learn to create a powerful machine learning tool quickly and efficiently.
Financial Analyst App - GPT-4, Streamlit, and Llama-Index Tutorial
Build a financial news app UI with Streamlit, integrating GPT-4 and Llama-Index for advanced analysis and user-friendly interaction. Learn to create a powerful tool for financial insights.
Deploy a Customer Churn Prediction Model with Streamlit and Docker
Learn to build and deploy a customer churn prediction model using Streamlit and Docker. Discover how to package machine learning models into interactive applications for effective customer retention strategies.
Building Data Applications on Databricks in 20 Minutes
Learn to create data apps for non-technical users, enabling data-driven decisions. Explore rapid app development using Python frameworks, data access methods, security, governance, and production deployment on Databricks.
NFT Generative Art Creator in Python Web App Tutorial - Day 7
Learn to create generative art using Python and Samila library in a Streamlit web app. Explore mathematical functions for unique digital artwork generation.
Advanced Python Multi-Agent AI Development with RAG, Streamlit, and Langflow
Master advanced Python AI development by building a multi-agent system using Langflow, Streamlit, and AstraDB. Create interactive applications with multiple LLMs, task routing, and a user-friendly frontend interface.
Streamlit for ML - MUI Card Component Build
Learn to create custom Streamlit components using Material UI design elements, focusing on building an interactive card component for machine learning applications.
Getting Started with Retail Data Analytics
Develop retail data analytics skills using Python libraries to create consumer profiles, purchase histories, and interactive dashboards with geo-traceable data from 4500+ Walmart stores.
Create Streamlit Data Validation App With Deepchecks Test Suites and Pandas-Profiling Reports
Build a Streamlit app integrating Deepchecks test suites and pandas-profiling reports for data validation and analysis. Learn to create interactive data quality checks and visualizations.
Music Analytics App in Python with Streamlit and Spotify
Build a music analytics app using Python, Streamlit, and Spotify API. Learn to integrate song features, recommendations, album art, and artist data for a comprehensive music exploration experience.
Python Pandas Profiling - Why Data Profiling Is Important for You
Learn to generate detailed, interactive dataset reports using pandas-profiling. Explore column details, interactions, correlations, and more with just a few lines of code.
Streamlit for ML - ML Models and APIs
Learn to build ML-oriented web apps with Streamlit, focusing on creating a general knowledge Q&A interface. Covers key components, external libraries, and caching for improved performance.
Streamlit for ML - Custom React Components in Streamlit Setup
Learn to create custom React components in Streamlit for machine learning applications, focusing on an interactive card component using Material UI design elements.
Building Web Apps Using Streamlit - Streamlit Crash Course - MLOps Series
Learn to build web apps with Streamlit and HuggingFace API. Covers environment setup, Streamlit basics, API integration, Git versioning, and cloud deployment for a comprehensive MLOps introduction.
Streamlit Button CSS Customization - Wordle Spoiler Tutorial
Enhance Streamlit apps with custom button CSS, web scraping, and interactive features. Deploy on Hugging Face Spaces and Streamlit Cloud for a polished Wordle spoiler application.
Building a PDF to Excel Table Extraction App with Python and Camelot - Day 3
Build a Python web app to extract tables from PDFs using Camelot and Streamlit. Learn file uploading, data conversion, and table display techniques.
Wordle Solver - Build and Deploy Streamlit App Tutorial
Learn to build and deploy a Streamlit app that assists with the popular game Wordle, using Python and NLTK. Perfect for non-native English speakers seeking word clues.
Streamlit ML Web App Deploy on Hugging Face Spaces with Github Actions
Learn to deploy Streamlit ML web apps on Hugging Face Spaces using GitHub Actions. Covers workflow setup, code editing with GitHub.dev, and continuous deployment for efficient ML app hosting.
Python Tutorial to Build Image-to-Text App Using EasyOCR and Streamlit
Build an image-to-text web app using EasyOCR and Streamlit. Extract text from images with Python in this hands-on data science project. Learn web app development and optical character recognition.
Streamlit AI Text Generation Web App with GPT-2 Models
Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.