Data

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

Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/projects-developer/ransomware-prediction-using-machine-learning-project

The project aims to develop a machine learning-based system to predict and detect ransomware attacks on computer systems. Ransomware is a type of malware that encrypts a victim's files and demands a ransom in exchange for the decryption key. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

artificial-intelligence btechproject computerscienceproject cybersecurity-malware data-analysis data-mining deep-learning machinelearning mtechproject neural-networks ransomware-machine-learning

Last synced: 12 Feb 2026

https://github.com/lotfiferaga/amazon-alexa-reviews-sentiment-analysis

Amazon Alexa, developed by Amazon, allows users to interact with technology through voice commands. Analyzing user sentiments about Alexa, with over 40 million users worldwide, is an intriguing data project.

classification data-analysis python sentiment-analysis

Last synced: 18 Jun 2026

https://github.com/shrutiijoshi/coffee_sales

This project aims to analyze coffee sales data to identify key trends, patterns, and factors influencing sales performance.

data-analysis microsoft-excel

Last synced: 28 Feb 2026

https://github.com/deepanshkhurana/udacityproject-prediciting-boston-housing-prices

This is a Udacity Project for the Machine Learning Nanodegree. Here, we are trying to predict Boston Housing Prices using sklearn.

data-analysis data-science machine-learning python scikit-learn udacity

Last synced: 08 May 2026

https://github.com/vladimiracunadev-create/python-data-science-program

Python Data Science Program — 197 clases en 9 partes. Pauta avanzada derivada de Géron, VanderPlas, Huyen, ISLP y Barocas/Hardt/Narayanan. Recurso personal de aprendizaje, enseñanza y mejora continua.

bootcamp data-analysis data-science education jupyter machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 01 Jun 2026

https://github.com/mananabbasi/dashboard-power-bi

This repository showcases **Power BI projects** focused on data visualization and business intelligence. Each project transforms raw data into interactive dashboards and reports, providing actionable insights for decision-making. The repository includes Power BI files, datasets, and documentation for each project.

data-analysis data-science data-visualization powerbi

Last synced: 13 Feb 2026

https://github.com/yeuner/file-analysis-sql-demo

Streamlit-based application that leverages pandas, sqlite3, and file handling libraries (OpenPyXL and PyArrow) to practice SQL queries, analyze datasets, and export results. A personal project to enhance Python and SQL skills.

data-analysis dataset pandas sql sqlite streamlit vizualization

Last synced: 15 Apr 2026

https://github.com/vishnu-vamshii/data-science-jobs-salaries

Created an interactive dashboard to analyze data science jobs salaries in different regions of the world, experience levels, average salaries in USD and type of employment along with a geographical visual.

data-analysis data-science data-visualization tableau tableau-dashboard

Last synced: 01 Feb 2026

https://github.com/rohitdusane/healthcare-analytics

𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝 is designed to provide valuable insights into patient waiting times across outpatient and inpatient healthcare services. It offers a comprehensive analysis of key factors influencing wait lists, including Age Profile, Specialty, Time Bands, and Patient Case Types.

data-analysis data-visualization dax dax-query healthcare-analysis powerbi-report

Last synced: 01 Feb 2026

https://github.com/malakaburamila/power-bi-dashboards

A portfolio of interactive Power BI dashboards I developed, showcasing data visualization, analytics, and data-driven insights.

amazonsalesanalysis analytics dashboards data-analysis data-visualization datasets hranalytics power-bi

Last synced: 14 Feb 2026

https://github.com/kambleakash0/mubi_eda

Mini Project #1 for EAS503 course at SUNY Buffalo

data-analysis data-visualization eda

Last synced: 16 Apr 2026

https://github.com/mo-elshamy/machine-learning-practice

This repository serves as a collection of my work and learning in machine learning while my internship in Cellual-Technologies, including algorithm explanations, data preprocessing workflows, and two projects.

data-analysis data-science dbscan decision-trees eda gradient-boosting gxboost hierarchical-clustering kmeans-clustering knn-classification linear-regression logistic-regression machine-learning model pca polynomial-regression preprocessing random-forest support-vector-machines training

Last synced: 14 Feb 2026

https://github.com/duoan/ds-nbs

Data analysis and machine learning notebook.

data-analysis data-scientists deep-learning kaggle-competition machine-learning

Last synced: 18 Jun 2026

https://github.com/fhdsl/seattlestatsummer_r

A 4-day introduction to R programming, focused on Fred Hutch Research Interns

beginner beginner-friendly course data-analysis data-science introduction-to-programming r-programming tidyverse

Last synced: 19 Mar 2026

https://github.com/httpsnooow/graphs-analysis-neo4j

Challenges from the "Neo4J - Data Analysis with Graphs" course by Digital Innovation One (DIO).

challenge data-analysis data-engineering data-science graph neo4j neo4j-database neo4j-graph

Last synced: 18 Jun 2026

https://github.com/suhail25/pizza-sales-analysis

Delved into detailed analysis of sales data presented in Excel by Pizza sales manager; implemented strategic pricing adjustments resulting in a 25% revenue surge and enhanced profit margins. Explore and cleaned the data set using SQL and then performed data analysis by filtering the 12% of data using SQL commands in MySQL.

data-analysis excel powerpoint-presentations sql

Last synced: 15 Feb 2026

https://github.com/hlexnc/project-arepo

Data-driven stroke risk assessment & personalized recommendations, powered by machine-learning and an NLU-driven chatbot.

chatbot data-analysis docker docker-compose machine-learning nlu-chatbot python rasa scikit-learn sklearn streamlit

Last synced: 15 Feb 2026

https://github.com/achique-luisdan/tops-songs-db

Base de datos de Tops Semanales de Canciones🎵 más reproducidas en Spotify🎶. Prácticas de SQL enfocadas en el Análisis de Datos (Data Analysis).

data-analysis plpgsql sql

Last synced: 15 Feb 2026

https://github.com/nmelgar/marathons_data_viz

Data visualization project to analyze finishing times and other data.

csv csv-files data data-analysis data-insight data-visualization data-viz dataset tableau

Last synced: 15 Feb 2026

https://github.com/chandrashekhar-01/globalterrorism-analysis

A data mining and analytics project on the Global Terrorism Database (Kaggle) that explores worldwide terrorism trends through Python-based data visualization and statistical analysis.

data-analysis data-mining data-visualization exploratory-data-analysis

Last synced: 28 Feb 2026

https://github.com/alexondata/daan_eda-exploratory-data-analysis_ecommerce

This project presents an Exploratory Data Analysis (EDA) pipeline for an eCommerce dataset, integrating Python, SQL Server, and Power BI to transform raw transactional data into meaningful business insights. The project was developed as part of an academic assignment at Transilvania University of Brașov, Faculty of Mathematics and Computer Science.

data-analysis data-visualization ecommerce microsoft-sql-server powerbi python

Last synced: 18 May 2026

https://github.com/tapas-gope/global-superstore-sales

This repository contains a Power BI dashboard designed to provide comprehensive insights into sales performance across various regions, segments, and products. The dashboard utilizes a variety of visualizations, including bar charts, line charts, maps, and tables, to effectively communicate key metrics and trends.

business-intelligence data-analysis data-modeling data-visualization financial-reporting powerbi sales-analysis

Last synced: 07 Feb 2026

https://github.com/axsk/geekgraph

parse, cluster and visualize boardgamegeek.com user profiles

data-analysis scraper

Last synced: 01 Feb 2026

https://github.com/swethajoseph/sales-eda-project

Performed an advanced Excel-based exploratory data analysis (EDA) of an E-Commerce sales dataset to create an interactive dashboard for uncovering key business insights.

advancedexcel data-analysis data-visualization datacleaning dataformatting exploratory-data-analysis msexcel pivot-tables

Last synced: 19 Mar 2026

https://github.com/r-xue/xlib

Rui's IDL code library for Astrophysics

astrophysics data-analysis idl

Last synced: 16 Feb 2026

https://github.com/ajmannust41288/data-analyst

Data Analyst ,Microsoft Professional expert,Desktop PowerBi ,Tablue and Dashboards with ChatGP4 AI uses

business-analytics data-analysis data-analyst data-analytics eda

Last synced: 01 Feb 2026

https://github.com/chahelgupta/dep-videogames-dataset

The data extraction and processing involved thorough exploration, preprocessing, and visualization of the "Video Game Sales with Ratings" dataset.

data-analysis data-exploration data-extraction data-preparation data-preprocessing data-processing data-science data-visualization

Last synced: 15 Oct 2025

https://github.com/alex-pierron/ekip-enedis-genai

Repository for the team "Ekip" during the H-GenAI Hackathon 2025 organized at SIA Partners, Paris, France

amazon-nova artificial-intelligence aws aws-lambda data-analysis database generative-ai mistral nlp

Last synced: 15 Apr 2026

https://github.com/tejas-130704/dataanalysis-hr-manager

Presence Insights of Employees This project provides insightful data analysis on employee attendance and presence, including work-from-home (WFH) data, sick leave records, and presence excluding holidays. The analysis spans a three-month period and is visualized using Power BI to help HR managers understand trends and optimize workflow.

dashboard data-analysis data-visualization hr-manager power-bi

Last synced: 01 Mar 2026

https://github.com/steviecurran/gbt-scripts

IDL scripts for the reduction of Green Bank Telescope data

data-analysis data-compression data-visualization radio-astronomy spectroscopy

Last synced: 31 Jan 2026

https://github.com/gastonstat/stat133

STAT 133: Concepts in Computing with Data

data-analysis data-science data-visualization r-programming syllabus

Last synced: 25 Feb 2026

https://github.com/cuadernin/dispositivos_analisis

Breve análisis de un conjunto de datos sobre dispositivos móviles

data-analysis data-science data-visualization descriptive-statistics jupyter-notebook python-3 seaborn

Last synced: 18 Apr 2026

https://github.com/dgraves4/cms-hospital-quality-analytics

Python analytics project using CMS hospital quality data to clean, summarize, and visualize hospital ratings, reporting patterns, and facility characteristics.

cms-data data-analysis eda healthcare-analytics matplotlib pandas python

Last synced: 19 Jun 2026

https://github.com/oscarmtr/metrov

Interactive viewer for tropospheric meteorological soundings

climate data-analysis meteorology skew-t soundings temperature tropospheric web

Last synced: 01 Mar 2026

https://github.com/l1ght14/customer-churn-prediction

Predict customer churn using machine learning models like Logistic Regression and Random Forest. Includes data preprocessing, model evaluation, feature importance, and insights to drive retention strategies.

churn-prediction classification customer-churn customer-churn-prediction data-analysis logistic-regression machine-learning python random-forest scikit-learn telecom

Last synced: 09 May 2026

https://github.com/allanotieno254/bank-loan-analysis-dashboard-power-bi

An interactive Power BI dashboard that analyzes bank loan data to provide insights into approval trends, default risks, and customer profiles. Designed to assist financial institutions in making data-driven lending decisions.

bank-loans business-intelligence dashboard data-analysis financial-analysis power-bi risk-assessment

Last synced: 31 Jan 2026

https://github.com/mrunmayee3108/financial-chatbot

A Python chatbot for analyzing financial data of companies with revenue, income, assets, cash flow, and debt ratio queries

chatbot data-analysis jupyter-notebook pandas python python3

Last synced: 09 May 2026

https://github.com/yash22222/pwc-power-bi-virtual-case-experience

The Power BI PwC Virtual Case Experience is an exciting and educational program designed to provide participants with hands-on exposure to Power BI, a prominent business intelligence and data visualization tool, within the context of consulting at PwC.

business-analyst business-analytics business-intelligence dashboard data-analysis data-analyst data-analytics dax microsoft-power-bi powerbi powerbi-dashboards powerbi-visuals pwc

Last synced: 02 Mar 2026

https://github.com/badranalyst/covid-deaths-dashboard-with-tableau

This project showcases an interactive dashboard developed in Tableau to visualize COVID-19 deaths data. It provides insights into trends, geographical distributions, and key metrics related to mortality during the pandemic. The dashboard aims to enhance understanding of the data, supporting public health analysis and decision-making.

covid-19 dashboard data data-analysis data-visualization dataset tableau tableau-dashboards visualization

Last synced: 02 Mar 2026

https://github.com/cca/panopto-session-data

analyzing Panopto session data for retention purposes

data-analysis ipython-notebook video

Last synced: 07 Feb 2026

https://github.com/amishidesai04/flipkart-mobile-sales-analysis

Flipkart Mobile Sales Analysis is a Tableau project that visualizes mobile sales data from Flipkart. It highlights trends in brand performance, pricing, ratings, and customer preferences. The interactive dashboard helps users explore key insights for data-driven decisions in e-commerce and retail.

dashboard data-analysis data-visualization storyboard tableau

Last synced: 31 Jan 2026

https://github.com/madusales/powerbi-etl-elt

Venho estudando, através do Bootcamp da DIO sobre Data Analytics & Power BI, acerca do uso de SQL para criar soluções em BI. Esse repositório é dedicado a registrar os meus conhecimentos adquiridos até então sobre o que é BI, Tipos de análises, ETL e ELT.

big-data business-intelligence data-analysis powerbi

Last synced: 19 Mar 2026

https://github.com/chaitanyaprasad60/sql-queries

This is a list of complex SQL Queries I have practiced.

data-analysis sql window-functions

Last synced: 03 Mar 2026

https://github.com/rizkipragustono/data_analysis_spark

Exploration: Data Analysis using Spark

apache-spark data-analysis pyspark python spark-sql sql

Last synced: 09 May 2026

https://github.com/jjfiv/csc212spellchecking

Data Structure Analysis for Spell Checking

data-analysis smith-csc212

Last synced: 03 Mar 2026

https://github.com/nehar-2404/airbnb-nyc-eda-ml

This project analyzes Airbnb listings in New York City to uncover key insights about pricing, host activity, and neighborhood trends. It covers data cleaning, EDA, and basic machine learning to predict listing prices.

airbnb data-analysis eda machine-learning matplotlib pandas pyhton seaborn visualization

Last synced: 15 Apr 2026

https://github.com/emanoelcampos/python-onemonth

This repository contains educational materials and projects developed during a Python course offered by OneMonth. It covers Python basics, intermediate concepts, web development with Flask, and data analysis with pandas. The course is structured into weeks, each focusing on a different aspect of Python programming and its applications.

data-analysis flask jupyter-notebook onemonth python python3

Last synced: 09 May 2026

https://github.com/sundar2k22/agriculture-decision-management-system

Geospatial Analysis Using QGIS: Comparative Study of Yelahanka and Sarjapur

data-analysis qgis

Last synced: 22 Jan 2026

https://github.com/ljadhav25/decision-tree-random-forest-algorithm-data-science-

This repository contains an implementation of decision tree and random forest algorithms from scratch in Python. Decision trees and random forests are popular machine learning algorithms used for classification and regression tasks. The goal of this project is to provide a clear and understandable implementation of these algorithms

data-analysis data-science decision-trees machine-learning-algorithms matplotlib numpy pandas python random-forest-classifier

Last synced: 15 Apr 2026

https://github.com/mfakhriazhar/healthcare-dashboard-project

This project is a comprehensive data analysis and visualization of healthcare data using Power BI. It focuses on understanding patient distribution, billing trends, and hospital performance through a clean and interactive dashboard.

dashboard dashboardreporting data-analysis datacleaning excel powerbi powerquery

Last synced: 30 Jan 2026

https://github.com/asghar-rizvi/eda_student_dataset

This repository contains the results of data analysis and exploratory data analysis (EDA) conducted on the Student_Dataset. The analysis focuses on understanding various factors affecting student grades and visualizing these relationships using Matplotlib and Seaborn.

data-analysis data-analysis-python data-science jupyter-notebook python3

Last synced: 16 Apr 2026

https://github.com/steno-aarhus/mediation-analysis-course

Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology

data-analysis data-analysis-in-r diabetes diabetes-epidemiology mediation-analysis open-educational-resource

Last synced: 03 Mar 2026

https://github.com/mfakhriazhar/us-companies-revenue-dashboard

This project is a data visualization dashboard built using Power BI that highlights lists of the largest companies in the United States by revenue. The goal is to provide an interactive overview of company performance across industries, focusing on revenue, employee metrics, and industry trends.

dashboard data-analysis data-visualization largest-companies-us powerbi revenue united-states

Last synced: 30 Jan 2026

https://github.com/alinababer/covid19-timeseries-cases-and-deaths-forecasting-

This study is based on confirmed cases and deaths collected from Pakistan. Results demonstrate the promising potential of TIME SERIES model in forecasting COVID-19 cases and highlight the superior performance of the time series compared to the LSTM.we apply AI-based forecasting models such time series ARIMA, LSTM, prophet and VAR.

arima covid-19 data-analysis data-science data-visualization fbprophet forecasting lstm rnn time-series var vectorautoregression

Last synced: 19 Jun 2026

https://github.com/banner-19/extraction-and-analysis-of-text

The objective is to analyze text content from a list of URLs. This involves extracting article titles and text, then performing natural language processing to generate metrics like sentiment, readability, and word usage. Finally, the results are stored for further analysis or visualization.

data-analysis data-analytics data-science nlp nltk python3 text-analysis text-extraction

Last synced: 03 May 2026

https://github.com/jofaval/melbourne-housing

Data Analysis of the Housing Market in Melbourne, Australia in 2016-2017

data-analysis data-science data-visualization deep-learning google-colab kaggle machine-learning melbourne python xgboost

Last synced: 16 Apr 2026

https://github.com/joannescode/regex_with_py

Learning by practicing with Regex (Python)

data-analysis python3 regex

Last synced: 30 Jan 2026

https://github.com/edanur-y/bank-customer-churn-prediction-with-classification-models

Comparing the performances of multi-layer perceptron, decision tree, random forest, gradient boosting and extreme gradient boosting classifications on customer data to predict their status of exiting the bank.

data-analysis data-transformation hyperparameter-tuning python

Last synced: 16 Apr 2026

https://github.com/bishopce16/school_district_analysis

The school board requested an analysis on the various performance metrics for the school district.

data-analysis jupyter-notebook numpy pandas python visual-studio-code

Last synced: 16 Apr 2026

https://github.com/kosuri-indu/allaboutolympics

All About Olympics is an interactive dashboard presenting comprehensive data and insights on Olympic Games from 1896 to 2020.

data-analysis pandas plotly python streamlit

Last synced: 16 Apr 2026

https://github.com/samuelson777/titanic-dataset-analysis

Exploratory data analysis of the Titanic dataset, uncovering insights on passenger survival rates based on gender, age, and class. Includes data cleaning, visualization, and findings.

data-analysis data-visualization exploratory-data-analysis kaggle machine-learning matplotlib pandas python seaborn titanic-dataset

Last synced: 16 Apr 2026

https://github.com/ronaessi-28/sales-data-analysis-visualization-project

A comprehensive data analysis and visualization project using Python, Pandas, Matplotlib, Seaborn, and Streamlit. The project explores Superstore sales data to uncover trends, region-wise performance, product category insights, and builds an interactive dashboard.

data-analysis data-visualization eda matplotlib pandas plotly python-project sales-dashboard seaborn streamlit

Last synced: 16 Apr 2026

https://github.com/themihirmathur/qlik-intern-project

Qlik Analysis of Road Safety & Accident Patterns in India 📈 Analyzed & visualized road safety data for 20.85k+ accident cases with 9+ accident data patterns in India using Qlik 📉 Reduced inefficiencies by 25% by developing design of an avant-garde data tracking dashboard that monitored injuries.

data-analysis data-visualization presentation qlik qlik-cloud qlik-sense qlikview

Last synced: 04 Mar 2026

https://github.com/smahala02/magnetism-lab

This repository contains Python scripts and data for analyzing inductance in toroidal coils to calculate the magnetic permeability of ferrite materials. The project helps classify materials as soft or hard magnets based on experimental data.

data-analysis inductance jupyter-notebook magnetism python toroids

Last synced: 29 Jan 2026

https://github.com/johannaschmidle/netflix-subscription-analysis

Examined Netflix subscription data to understand market behaviour, predict future trends, and identify consumer preferences. [SQL, Tableau]

data-analysis data-cleaning data-trend data-visualization netflix

Last synced: 05 Mar 2026

https://github.com/urmesthamondal/data_analysis_projects

Portfolio Data analysis projects built using Excel, Python, SQL and for visualization used Power bi .

data-analysis pivot-tables powerbi python sql sql-server visualisation

Last synced: 09 May 2026

https://github.com/satyacoder29/e-commerce-sales-analysis

Performed E-commerce Sales Analysis to identify trends, optimize sales, and improve decision-making. Analyzed customer patterns, seasonal trends, and product performance using Python, SQL, and Power BI. Delivered actionable insights to enhance revenue, streamline inventory management, and boost customer engagement.

data-analysis data-visualization datacleaning msexcel pivottables powerquerym visualisation vlookups

Last synced: 05 Mar 2026

https://github.com/angchekar28/sales-report-power-bi

A Power BI sales report analyzing country-wise and product-wise sales trends. Includes dashboards, decomposition trees, and key influencers analysis for business insights.

dashboard data-analysis data-cleaning data-visualization powerbi sales-report

Last synced: 16 Mar 2026

https://github.com/andreicirciumaru/best-of-breed

CSV fundamentals screener: schema validation + market-cap weights

csv data-analysis finance pandas python screener

Last synced: 15 Apr 2026

https://github.com/imgabreuw/minicurso-python-para-financas

Mini curso de Python para finanças, disponibilizado por Varos.

data-analysis financial-analysis python

Last synced: 29 Jun 2026

https://github.com/vaishnavis03/finlatics_ml_program

This repository contains the .ipynb files for 3 datasets, along with a PPT for each. The datasets included are Facebook Marketplace Data, Sales Prediction Data, and Wine Quality data.

correlation data-analysis data-science data-visualization knn linear-regression machine-learning matplotlib numpy pandas random-forest-classifier scikit-learn

Last synced: 17 Apr 2026

https://github.com/magnus0969/black-friday-sales-analysis

An in-depth analysis of Black Friday sales data to uncover trends, customer behavior, and product insights. Utilizing Python, data visualization, and machine learning techniques, this project provides key business intelligence to optimize sales strategies.

analysis data-analysis data-science python sales-analysis

Last synced: 09 May 2026

https://github.com/zxjahid/matplotlib

A comprehensive guide to mastering data visualization with Matplotlib through hands-on examples and advanced techniques. 🚀📊

candlestick candlestick-chart cheatsheet data-analysis data-visualization gtk jupyter-notebook maps matplotlib-python pandas thesis-template tk tutorial wx

Last synced: 09 May 2026

https://github.com/kheriberto/knn_project

This is a simple project that uses dummie data to practice and demonstrate my knowledge of the KNN algorithm.

data-analysis knn-classifier numpy python scikit-learn seaborn

Last synced: 02 Apr 2026

https://github.com/srimantapal205/dataengineerwireframedesigns

Data Engineer Wireframe Designs are essential for planning and visualizing data pipelines, architecture, and workflows before implementation.

data-analysis data-engineering dataflow dataflow-programming datapipeline dataprocessing development visualization

Last synced: 29 Jan 2026

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,525 awesome-python-data-science 382 awesome-TS-anomaly-detection 55 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 awesome-data-analysis 936 data-science-with-ruby 101 awesome-data-agents 155 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-qlik 32 awesome-ethereum-analytics 45 awesome-data-journalism 195 awesome-saas 90 Environmental-Data-Science 51 Road2R 265 awesome-web3 67 SORTED 95 awesome-data-science 83 fucking-awesome-R 378 awesome-data-analytics 77 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 412 Table of Contents 306 R 246 Machine Learning 243 Reading corner 196 Python 191 文本数据和NLP 190 📑 Paper List 160 Rust 147 数据可视化 133 Books 132 机器学习框架 128 图像数据与CV 115 Podcasts 111 模型的可解释性 104 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 JavaScript 92