Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Streamlit

Streamlit is an open source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. Turn your data scripts into shareable web apps in minutes, without requiring any front-end web experience.

https://github.com/rexo77/background-remover

🎨 A powerful AI-powered background removal web app built with Streamlit. Instantly remove backgrounds from images with support for multiple formats, automatic resizing, and real-time processing.

backgound-remover nischalskanda python streamlit

Last synced: 21 May 2026

https://github.com/dotaadarsh/researchify

Research smarter, discover faster.

python streamlit xata-io

Last synced: 19 Apr 2026

https://github.com/bladealex9848/proyecto-reconocimiento-facial

Esta aplicación de Reconocimiento Facial de Celebridades es una herramienta interactiva basada en Streamlit que permite a los usuarios cargar una imagen y identificar celebridades utilizando tecnología de reconocimiento facial. La aplicación utiliza la biblioteca face_recognition para detectar rostros, extraer puntos de referencia y comparar.

face-recognition python streamlit

Last synced: 02 Jan 2026

https://github.com/naruto-o/gen-ai-cold-email-generator

Cold email generator using Llama3.1 LLM, Langchain, Chromadb and Streamlit

chromadb generative-ai groq groq-api langchain langchain-python llama3 llm python streamlit

Last synced: 07 Apr 2026

https://github.com/nskamaleshmani/exoseeker

🌌 Discover and analyze exoplanets with ExoSeeker, a tool designed for efficient world-hunting using Python and data visualization techniques.

exoplanet-transits exoplanets gradient-boosting machine-learning matplotlib nasa nasa-data nasa-spaceapps-challenge numpy pandas perceptron-neural-networks random-forest streamlit

Last synced: 03 Nov 2025

https://github.com/divyashah0510/sales-insights-for-retail-company

This project is a data analysis project for a retail company. The company has dataset: sales_data.csv that contains the sales data for the company. The objective of this project is to analyze the sales data and provide insights to the company to improve their sales.

dash data-visualization pandas plotly sales sales-insights streamlit visualization

Last synced: 02 Jan 2026

https://github.com/nnamanx/f1_strategy_optimization

we aim to predict the finishing positions and very first pit stop lap in Formula 1 races based on a set of features derived from driver statistics, circuit characteristics, and race conditions

exploratory-data-analysis machine-learning random-forest-regression streamlit xgboost-regression

Last synced: 16 Jul 2025

https://github.com/danielfcollier/py-calango-ai

A shapeshifting local AI interface. Chat with GPT-4, Claude, and local models. 🇧🇷 🦎

antrophic brazil gemini llm open-source openai python3 streamlit

Last synced: 16 Jan 2026

https://github.com/sgb31/csv-retrival-based-rag

Created a simple RAG system that lets users upload any CSV file and ask questions about it. It reads the data, finds the most relevant info, and uses an LLM to answer the query. Super handy for quickly exploring and understanding data through natural language.

generative-ai llm numpy pandas pydantic python3 sentence-transformers sklearn streamlit transformers

Last synced: 19 Jun 2026

https://github.com/syd-taha/ai-powered-medical-diagnosis-system

A deep learning-powered medical diagnosis system that detects Pneumonia from chest X-rays and Brain Tumors from MRI scans using two trained CNN models. Includes a FastAPI backend and Streamlit UI for real-time predictions. Built for practical deployment with explainability (Grad-CAM) and modular architecture.

artificial-intelligence cnn-classification computer-vision deep-learning fastapi grad-cam-visualization healthcare image-classification keras-tensorflow medical-imaging neural-networks streamlit

Last synced: 08 May 2026

https://github.com/pavankethavath/music_recommendation_engine

An advanced Music Recommendation System leveraging a Spotify dataset to deliver personalized song suggestions. The project applies KMeans clustering, PCA, t-SNE, and cosine similarity for precise recommendations. Built with a user-friendly Streamlit interface, it showcases data preprocessing, unsupervised learning, and insightful visualizations.

clustering elbow-method feature-extraction kmeans-clustering pca recommendation-system spotify streamlit tsne

Last synced: 17 May 2026

https://github.com/evozone/which-group-what-project

A CRUD application to can manage project teams, built with streamlit

cookies google-oauth2 streamlit supabase

Last synced: 02 Jan 2026

https://github.com/abhaysingh71/agentic-ai-researcher

An AI-powered research assistant that fetches, summarizes, and analyzes arXiv papers using LangGraph. It supports reading PDFs and exporting summaries to PDF via Tectonic, helping researchers quickly grasp key insights. Designed for efficient literature review and streamlined academic research workflows.

agentic-ai ai-research arxiv-papers gemeni-api langgraph llm read-pdf streamlit tectonic tools

Last synced: 10 Sep 2025

https://github.com/mahdilow/btc-savings-tracker

A Streamlit-based web application for tracking and analyzing your Bitcoin Savings.Perfect for Bitcoin investors who want to track their investment performance, plan their DCA strategy, and analyze their buying patterns.

bitcoin streamlit

Last synced: 09 May 2026

https://github.com/chitralputhran/textintellect-ai-text-file-search

Web application that processes text files by converting their contents into embeddings using a Retrieval-Augmented Generation (RAG) approach.

chromadb openaiembeddings python3 streamlit

Last synced: 16 May 2026

https://github.com/shubhambhatkar/pyfix-ai-genai-code-reviewer

PyFix AI - GenAI Code Reviewer is an interactive web app built with Streamlit and Google Gemini API that analyzes Python code for bugs, suggests improvements, and provides fixed code snippets to enhance readability and performance

codereview gemini gemini-api genai generative-ai python python3 streamlit streamlit-webapp

Last synced: 16 May 2026

https://github.com/jihadrefaat/phishai

PhishAI – Advanced Phishing Detection with AI, Sandbox, and Threat Intelligence

ai cybersecurity fastapi malware-analysis phishing-detection sandbox security-automation streamlit threat-intelligence

Last synced: 10 May 2026

https://github.com/freya135/ai-investment-assistant

A web based application that provides AI assistance for Investment Planning

gemini-api investment-planner streamlit streamlit-webapp

Last synced: 07 May 2025

https://github.com/saniyaacharya04/youtube-trending-video-analyzer

Modular Streamlit dashboard for analyzing trending YouTube videos by views, engagement, and category—powered by the YouTube Data API.

api-analysis clustering-engagement-metrics dashboard data-visualization modular-architecture streamlit trending youtube

Last synced: 21 May 2026

https://github.com/erikvanzijst/music

An mp3 player on Streamlit?

mp3-player python streamlit

Last synced: 16 Jan 2026

https://github.com/hdgiacon/chat_bot

Chatbot com busca vetorial (FAISS + LangChain) e respostas refinadas com Gemini via Streamlit + Django

django embeddings faiss gemini langchain postgresql streamlit

Last synced: 10 Apr 2026

https://github.com/the-milad-a/logistics-routing-models

An applied operations research project modeling basic logistics networks with graph optimization. Includes shortest paths, spanning trees, and routing solutions, built with reproducible Python code and optional interactive visualizer.

logistics network-optimization networkx operations-modeling operations-research or streamlit systems-engineering

Last synced: 07 May 2025

https://github.com/haidermalikk/smart-paper-summarizer

Smart Paper Summarizer is an AI tool that summarizes educational papers. It uses PyPDF to extract text, OpenAI’s Ada for text embeddings, and Chroma to store and query these embeddings. The context is then passed to GPT-4 mini, which generates concise and accurate summaries. Uses Streamlit for the frontend and pandas for formatting.

chatgpt chromadb jupyter-notebook openai pandas pypdf python streamlit

Last synced: 05 Apr 2026

https://github.com/begin0/smartwatch-recommendation-knn

Search smartwatch recommendation using KNN

knn python streamlit

Last synced: 16 May 2026

https://github.com/arya-io/ner-entitylinker

A Streamlit app that performs Named Entity Recognition (NER), links entities to Wikipedia, and handles disambiguation for ambiguous terms like "Apple," using NLP techniques.

ai disambiguation entityextraction entitylinking machinelearning namedentityrecognition naturallanguageprocessing nlp python spacy streamlit textprocessing wikipediaapi

Last synced: 03 Feb 2026

https://github.com/captv89/eumrv-data

Analysing EU MRV data with Python

data-science pyplot python3 streamlit

Last synced: 03 May 2026

https://github.com/ananty1/article-summarizer-langchain-

A powerful tool for summarizing news articles using LangChain and Cohere. Load articles from URLs, process them, and retrieve concise summaries. The application leverages advanced NLP techniques for effective information extraction and presentation.

cohere cohere-ai jupyter-notebooks langchain python3 streamlit

Last synced: 17 Feb 2026

https://github.com/arv-anshul/campusx-dsmp-analysis

Analysis on CampusX - Data Science Mentorship Program

api campusx campusx-dsmp streamlit web-scraping youtube-api

Last synced: 14 May 2025

https://github.com/pavithra-hn/multimodel-ai-

Synapse is an advanced multi-modal Retrieval-Augmented Generation (RAG) system designed for intelligent document understanding and question answering. The system processes PDFs by combining textual and visual (vision-based) analysis, enabling accurate handling of complex layouts such as tables, charts, and figures that are often missed by tradition

chromadb gpt-4o langchain openai python streamlit

Last synced: 11 Apr 2026

https://github.com/ghulammuhayyudin1003/Email-Spam-Detector

ML-powered email spam detector with TF-IDF, Random Forest & OCR for image-based spam. Built on published research (EJASET 2025). Live on Streamlit Cloud.

email-classification email-spam-detection machine-learning nlp ocr scikit-learn streamlit streamlit-webapp tesseract tfidf

Last synced: 22 May 2026

https://github.com/diegoribeiro2/servidor_api_agente_de_pdf

Aplicação inteligente para processamento e análise de documentos PDF, desenvolvida com FastAPI, AgentOS e Streamlit. Permite upload, consulta em linguagem natural e respostas contextuais via integração com OpenAI.

agent agentos agno fastapi github llms openai python rag requests streamlit vs vscode

Last synced: 08 Apr 2026

https://github.com/samarthhchinivar/stock-python

Predicts the stock trend, with the help of LSTM Model

jupyter-notebook lstm machine-learning python3 streamlit

Last synced: 22 Apr 2025

https://github.com/thekartikeyamishra/predictive-sales-analytics

The Predictive Sales Analytics tool aims to help MSMEs forecast future sales using historical data. This advanced version leverages Machine Learning for accurate predictions and provides a dashboard to visualize sales trends, seasonality, and predictions.

joblib machine-learning matplotlib pandas python scikit-learn streamlit

Last synced: 08 Apr 2026

https://github.com/blnkoff/barkboard

BarkBoard is like Pinterest for dogs—discover and collect adorable dog photos in a visually rich, interactive gallery.

api-wrapper dashboard database sensei sensei-python sql sqlmodel streamlit webapp

Last synced: 07 May 2026

https://github.com/sogeking-nul/spam_sms_classification

spam detection model made by testing dataset on various regression algos

classification-algorithm incentix machine-learning nltk python streamlit

Last synced: 07 May 2026

https://github.com/westly-bouchard/streamlit-jvn

A better looking version of the JVN Mechanical Design Calculator for the First Robotics Competition

first-robotics-competition frc python streamlit

Last synced: 03 Feb 2026

https://github.com/preranarao03/covid19-data-analysis-using-python

This repository contains code for a COVID-19 Data Analysis project that uses Python libraries and Streamlit to extract and visualize insights from COVID-19 data along with happiness metrics from the Worldwide Happiness Report.

matplotlib pandas pycharm python seaborn streamlit

Last synced: 18 Feb 2026

https://github.com/mzohaib364/ai-video-assistant-phidata

AI Video Assistant (MultiAgent) with Web Search

ai-agent gemini-flash-ai phidata streamlit

Last synced: 16 May 2026

https://github.com/allanotieno254/streamlit-stock-price-app

This is a Streamlit-powered web application that fetches and visualizes Google's stock closing prices and volume using Yahoo Finance (yfinance).

finance python streamlit visualization yfinnce

Last synced: 19 May 2026

https://github.com/m-rishab/3d-cad-floor-plan-generator

AI-powered tool creates customized, Vastu-compliant floor plans for modern Indian homes. It offers detailed multi-story layouts, optimizes space, and features interactive 3D models for efficient design.

claude-ai generativeai llm plotly python streamlit

Last synced: 19 May 2026

https://github.com/joshuasundance-swca/geospatial-data-converter

Simple Streamlit app for converting between common geospatial data formats

arcgis geospatial gis restgdf streamlit

Last synced: 23 Jul 2025

https://github.com/skrodrigo/graphics-with-pandas-for-tcc

Gráficos com streamlit e pandas.

pandas python streamlit

Last synced: 18 Apr 2026

https://github.com/chloelavrat/linktree-maker

A simple web application that generates customizable social media link cards.

linktree linktree-alternative linktree-html streamlit streamlit-webapp

Last synced: 02 Jan 2026

https://github.com/incheonq/chatbot

chatbot 실습

chatbot langchain streamlit

Last synced: 02 Jan 2026

https://github.com/debjyotisaha/generative-ai-projects

A set of Generative AI projects which can be shown in your portfolio

chatgpt flask genai langchain nlp numpy pandas python streamlit

Last synced: 07 Apr 2026

https://github.com/parkyunsu/autodino

Automatically annotates and labels objects in images using the Grounding DINO. It is deployed as a Streamlit web, allowing users to easily upload images and receive labeled annotations.

grounding-dino streamlit

Last synced: 22 May 2026

https://github.com/usama1190/forest-animals

PROJECT - A simple Streamlit web app to check if an animal lives in our forest and add it if it doesn’t. Manage your forest animals easily! 🌳🐾

forest-animals mini-project python python-app python3 streamlit streamlit-webapp web-application

Last synced: 28 Jun 2025

https://github.com/sureshbeekhani/financial-assistant-deepseek-r1

AI-powered financial assistant for investment analysis, budgeting, loan guidance, and retirement planning. Built with Streamlit & NVIDIA API

ai-assistant budgeting financial-planning investment-analysis loan-guidance nvidia-api retirement-planning streamlit

Last synced: 19 Apr 2026

https://github.com/frankson18/dashboard-covid-19-rn

Dashboard covid-19 no estado do Rio grande do Norte

covid-19 dashboard heroku plotly python streamlit

Last synced: 22 May 2026

https://github.com/sharikalog7/dynamic-interest-rate-market-strategy-identification-for-student-loan-refinancing

Dynamic Interest Rate Market Strategy Identification for Student Loan Refinancing

pandas plotly python streamlit

Last synced: 28 Jun 2025

https://github.com/tamanna2005/streamlit-crime-dashboard

A Streamlit-based personal project that visualizes crime data in Pittsburgh through an interactive dashboard, focusing on data storytelling and insightful exploration.

crime-data data-analysis-project data-visualization eda interactive-dashboard python streamlit

Last synced: 28 Jun 2025

https://github.com/divyaraj-vihol/-gitawisdomexplorer

ૐ Interactive knowledge graph of the Bhagavad Gita, visualizing chapters, themes, and wisdom pathways with audio recitation and philosophical insights.

gtts networkx-graph python streamlit

Last synced: 11 May 2026

https://github.com/rickstaa/ai-compute-visualizer

A StreamLit-based web application to visualize GPU inventory and AI capabilities on the Livepeer network.

ai data livepeer streamlit

Last synced: 28 Jun 2025

https://github.com/yoon-thiri04/sales-profit-analyzer

A simple Streamlit app that helps you track and visualize monthly sales, expenses, and profits.

matplotlib pandas python streamlit

Last synced: 28 Jun 2025

https://github.com/abinkiewicz/gpt_horse_chat

Learning - Streamlit - GPT Horse Chat: so I can talk with my horse using words

chatgpt chatgpt-api gpt-4o learning-by-doing python streamlit

Last synced: 28 Jun 2025

https://github.com/parag000/customer-churn-prediction

An end to end ML solution to predict customer churn, aiding businesses in identifying at-risk customers. This repository features a tuned LightGBM model, custom preprocessing, SMOTE for class balancing, and a user-friendly Streamlit app for predictions, emphasizing model optimization and deployment.

gridsearchcv hyperparameter-tuning lightgbm-classifier pipeline random-forest-classifier smote-sampling streamlit winsorization

Last synced: 22 May 2026

https://github.com/ronierisonmaciel/hub-ia

HuB‑IA é uma aplicação interativa desenvolvida com Streamlit e LangChain, capaz de transformar perguntas em linguagem natural em consultas SQL eficientes e interpretá-las com naturalidade. Os dados vêm de uma base SQLite contendo informações econômicas como IPCA, PMS, PMC e transações com cartões.

ai ollama python3 streamlit

Last synced: 23 Jun 2025

https://github.com/salman-khan-mohammed/image-captioning-to-speech-generation

This project develops a web app integrating image captioning and text-to-speech features. Using CNNs for image feature extraction and GRUs for generating captions, users can upload images via a Streamlit interface. Captions are created and converted into speech using gTTS, providing a tool for visually impaired users and image-to-text conversion.

captions cnn feature-extraction generation gru gtts image-processing image-recognition streamlit

Last synced: 02 Jan 2026

https://github.com/ahmadluay9/movie-recommendation-chatbot

This project aims to build a movie or tv show recommendation system based on user preferences

langchain llm open-ai streamlit tmdb-api

Last synced: 10 Apr 2026

https://github.com/dotaadarsh/paletteai

Your Personalized Palette, Powered by AI

ai google-gemini-ai python streamlit supabase

Last synced: 10 Apr 2026

https://github.com/fazej99/u.s-climate-and-temperature-analysis

This project analyzes historical temperature trends in the U.S., explores their economic impacts, predicts future changes using machine learning, visualizes regional anomalies with GIS, and presents findings through a secure and interactive Streamlit dashboard.

data-analysis data-science data-visualization gis machine-learning streamlit

Last synced: 22 May 2026

https://github.com/arush-codes/giffysearch

An ai app to search gifs based on the semantic meaning🌟

ai gif-search nlp pinecone semantic-search sentence-transformers streamlit

Last synced: 22 May 2026

https://github.com/davramenko89/streamlit-rag

Simple Streamlit RAG App to chat with your data (PDF, DOC, XLS, TXT)

langchain python rag streamlit

Last synced: 15 Apr 2025

https://github.com/amaanp314/ielts-essay-evaluator

Build a IELTS essay evaluator using LangChain

gemini-api langchain streamlit

Last synced: 05 Nov 2025

https://github.com/arasoul/face-recognition-streamlit

🎯 Neural Face Recognition Matrix - Professional AI-powered biometric identification system with real-time face detection, recognition, and cyberpunk-styled interfaces. Features both web (Streamlit) and desktop (Tkinter) applications with comprehensive training pipeline, Docker deployment, and CI/CD automation.

ai bioinformatics computer-vision deep-learning face-recognition facenet gui machine-learning mtcnn neural-network open-source opencv pytorch real-time scikit-learn streamlit svm

Last synced: 02 Apr 2026

https://github.com/pabs-code/face-detection-using-haar-cascade-classifier

This is a Streamlit-based face detection application that uses the Haar Cascade classifier to detect faces in uploaded images.

face-detection haar-cascade-classifier numpy opencv python streamlit

Last synced: 08 Apr 2026

https://github.com/shabari48/mobile_project

An ML-powered system that predicts mobile phone prices and provides personalized recommendations based on user preferences.

exploratory-data-analysis kmeans-clustering machine-learning streamlit support-vector-machines xgboost-regression

Last synced: 28 Apr 2026

https://github.com/lakkevivek/genomic-interpreter

Automates the analysis of complex genomic data using the 1D-Swin Transformer model.Designed for researchers to interpret large DNA sequences more accurately and efficiently.Visualizes mutation patterns and genetic markers using interactive dashboards in Streamlit.Supports integration with external genomic databases like NCBI for cross-referencing

1d-swin-transformer python streamlit

Last synced: 16 May 2026

https://github.com/shamiul5201/sitting-posture-analysis

A side-view posture analysis application that detects a person's posture, measures neck and torso inclination angles, monitors bending below a threshold, tracks posture duration, and ensures proper camera alignment for accurate side-view detection.

computer-vision machine-learning mediapipe opencv pygame streamlit

Last synced: 08 Apr 2026

https://github.com/dadvaiahpavan/ai-data-scientist-

AI-powered tool for dataset analysis, featuring data preprocessing, classification, regression, anomaly detection, and text analysis. Built with scikit-learn, pandas, and Plotly for visualization. Includes an interactive Streamlit web interface for real-time data analysis.

ai anomaly-detection classification data-analysis data-science machine-learning panda plotu regression scikit-learn sentiment-analysis streamlit

Last synced: 03 May 2026

https://github.com/paulo-santos-ds/analise_vendas_supermercado

Este projeto realiza o web scraping de Variação de preços de produtos do supermercado

env numpy pandas scrapy sqlite3 streamlit

Last synced: 29 Apr 2026

https://github.com/chanmeng666/emoji-story-generator

【Sprinkle some star dust on this repo!⭐️】An interactive web application that generates creative stories using AI based on user-selected emoji combinations. Powered by Streamlit and the Zephyr language model.

artificial-intelligence creative-writing emoji huggingface interactive nlp python story-generation streamlit web-application

Last synced: 18 May 2026

https://github.com/hemangsharma/bookingdataanalysisreport

The report helps understand key trends and insights around customer bookings, pricing, and other related attributes.

analysis data data-analysis data-analytics data-visualization streamlit streamlit-dashboard

Last synced: 14 May 2026

https://github.com/rahulsamant37/agentic-ai-project

Agentic-AI Simple Chatbot using Langgraph with Tavily as a Tools and deploy in HuggingFace Spaces

agentic-ai git-actions groq-api huggingface langchain-python langgraph-python streamlit

Last synced: 16 May 2026

https://github.com/prashver/langchain-conversational-chatbot

A conversational chatbot powered by OpenAI's Large Language Model (LLM) and built using Streamlit for interactive user interactions. The chatbot utilizes advanced natural language processing models and techniques for dynamic message handling and real-time response generation.

conversational-bots huggingface langchain openai openai-api streamlit

Last synced: 30 Apr 2026

https://github.com/shweta189/sms-spam-detection

Detecting Spam SMS's messages using machine learning algorithms.Utilizing NLP techniques such as tf-idf vectorization and machine learning algorithms like naive bayes and logistic regression for classifications. Integrated with Streamlit to create an interactive web app where users can input a message and instantly check if it's spam or not.

eda machine-learning-models nltk numpy pandas plotly python seaborn streamlit

Last synced: 07 Apr 2026

https://github.com/saksham-jain177/text_classification

ML pipeline for classifying IMDb reviews as positive or negative using TF-IDF and Logistic Regression. Features an interactive Streamlit UI with caching for efficient predictions.

machine-learning nlp sentiment-analysis streamlit text-classification

Last synced: 14 May 2026

https://github.com/manshreet27/mrs

This Movie Recommendation System is a web-based application built using Python and Streamlit, designed to provide movie recommendations based on user preferences. It utilizes TMDb API for fetching real-time movie details and Kaggle's TMDB 5000 Movies dataset for content-based filtering.

numpy pandas python scikit-learn streamlit tmdb-5000-movies-dataset-from-kaggle tmdb-api-for-fetching-real-time-movie-data

Last synced: 07 Apr 2026

https://github.com/pilotaxis/streamlit-app

An interactive management system that lets you to perform CRUD operations on student's records.

apache mysql phpmyadmin python streamlit xampp

Last synced: 04 May 2026

https://github.com/syeda-hoorain-ali/streamlit-grid-component

Streamlit component that allows you to create interactive grid layouts in your Streamlit apps.

grid pypi-package python streamlit streamlit-component streamlit-custom-component streamlit-grid

Last synced: 16 May 2026

https://github.com/hmourad2023/querying-mysql-database-llm

Interactive MySQL Application with AI 🚀 An application to interact with MySQL databases using natural language, powered by an open-source large language model (LLMs).

groq mysql open-source open-source-llms pandas streamlit

Last synced: 14 Mar 2025

Streamlit Awesome Lists
awesome-streamlit 101 awesome-mlops 140 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 244
Streamlit Categories
100 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 495 Awesome Resources 342 Blogs 56 Getting Started with the Awesome Streamlit Repository 49 What's Inside 37 Tools 24 Linkedin Accounts 23 Paid Courses 20 Playlists 20 Youtube channels 19 Projects 16 Books 14 Free Courses 9 Introduction 8 One Video 7 APP NAME 5 Roadmaps 4 Governance 2 Communities 1