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/mchirico/go_slicestore

Pull Data from Slice Store

data-analysis go ibm

Last synced: 16 Mar 2025

https://github.com/walid0912/rfm_analysis

RFM Analysis is employed to comprehend and categorize customers according to their purchasing patterns. RFM, an acronym for recency, frequency, and monetary value, comprises three essential metrics that offer insights into customer involvement, allegiance, and significance to a business.

data-analysis data-visualization python rfm-analysis

Last synced: 02 Sep 2025

https://github.com/marina-gal/elderly-care-ranking

Data analysis and scoring model for elderly care homes, including data cleaning, transformation, 0–100 scoring, and ranking across multiple quality dimensions.

data-analysis excel ranking

Last synced: 30 May 2026

https://github.com/luminati-io/Indeed-dataset-samples

A sample dataset of over 1000 Indeed job listings, extracted using the Bright Data API, ideal for market analysis and growth.

api data-analysis datasets indeed jobs web-scraping

Last synced: 09 Apr 2025

https://github.com/felpzreiz/stockdata_pipeline

Este projeto consiste no desenvolvimento de um pipeline de dados que consome informações financeiras de uma API da Bolsa de Valores Americana (StockData.org) para análise e tratamento. Utilizando Python e bibliotecas como pandas, matplotlib e pyarrow

api data-analysis data-science jupyter-notebook pandas python

Last synced: 19 Apr 2026

https://github.com/maddieemihle/pandas-challenge

Python analysis to create and manipulate school and standardized test data. Scores are calculated, grouped, aggregated, summarized, and organized using pandas.

data-analysis pandas-python

Last synced: 09 Jun 2026

https://github.com/leandrocollares/nyc-film-permits

NYC film permits: an exploratory data analysis

data-analysis data-visualization pandas plotly

Last synced: 05 Jul 2025

https://github.com/loginchik/mid_contracts

Анализ контрактов государственных закупок МИДа РФ

data-analysis dataset pandas python

Last synced: 17 Apr 2025

https://github.com/shoebjoarder/superstore

A Dash app to analyze Superstore dataset.

dashboard data-analysis data-visualization python-3

Last synced: 02 Apr 2025

https://github.com/nikhil-donthusaram/heartdiseaseprediction

Heart Disease Prediction App is a machine learning web application that predicts the likelihood of heart disease based on user medical inputs. Built using a Decision Tree Classifier and deployed with Streamlit for an interactive, user-friendly interface.

data-analysis descision-tree joblib jupyter-notebook machine-learning matplotlib numpy pandas python3 seaborn sklearn streamlit vscode

Last synced: 11 Apr 2026

https://github.com/manisharora96/instagram-reach-analysis

This project provides a detailed approach to analyzing Instagram reach and engagement metrics. By leveraging the code and tools shared here, you can gain valuable insights into your Instagram content's performance and optimize your strategy to grow your audience effectively

data-analysis data-visualization instagram-reach python-tools

Last synced: 23 Mar 2025

https://github.com/jedrzej-wydra/improving-accuracy

Improving accuracy of age estimates for insect evidence—calibration of physiological age at emergence (k) using insect size but without “k versus size” model

data-analysis r

Last synced: 02 Sep 2025

https://github.com/wadeChriestenson/Main_Application

A Django application to host my personal resume.

data-analysis data-visualization django plotly python ui-design

Last synced: 11 Mar 2025

https://github.com/chiragkumargohil/co2-emissions-data-analysis

A Python programme that analyses CO2 emission data from 1997 to 2010. This programme prints data, provides brief of a given year, displays and compares Year vs. Emission graphs for chosen countries, and generates a separate data file for chosen countries. It was a self-paced project that Guru 99 provided.

co2-emission data-analysis matplotlib python

Last synced: 28 Aug 2025

https://github.com/fatihilhan42/turkey_earthquake_analysis_1915-2021_python

In this project, earthquakes in Turkey from 1915 to 2021 were analyzed. The data taken from the data set, which you can find in the repo, was first organized using data cleaning algorithms. Afterwards, these cleaned data were printed out as graphics and animation using data visualization algorithms.

data-analysis data-cleaning data-visualization jupyter-notebook

Last synced: 23 Mar 2025

https://github.com/82luli02/sakila_dvd_rental_database_analysis

Analysis of the Sakila DVD Rental database using SQL

data data-analysis data-science data-visualization sql

Last synced: 10 Mar 2026

https://github.com/giyanellow/time-series-analysis-on-philippine-debt-and-inflation

A Time Series Analysis on the Philippine Inflation Rate with some predictions using RandomForest.

data-analysis data-analysis-python machine-learning python random-forest

Last synced: 18 Mar 2026

https://github.com/ahmedhosssam/lesser_pandas

Pandas-like Data Analysis library in C++

cpp data-analysis data-science pandas

Last synced: 03 May 2026

https://github.com/saro0307/exploratory-data-analysis-terrorism

Phase 1 of Data Science project (program) to perform Exploratory Data Analysis on Terrorism using Python On Google Colab for Coderscave Internship sept 2023

colaboratory data-analysis datascience machine-learning numpy pandas python seaborn skit-learn visualization

Last synced: 13 Apr 2026

https://github.com/jesuserro/ab-testing-ui-redesign-vanguard

A/B testing analysis to evaluate the impact of a user interface redesign at Vanguard.

a-b-testing data-analysis eda exploratory-data-analysis testing ui-design ux-design

Last synced: 08 Jul 2025

https://github.com/deeksha-dhawan/pizza-outlet-analysis-using-sql

This project analyzes pizza sales data to gain insights into customer behavior and revenue patterns. Key analyses include customer insights, popular pizza types and sizes, revenue generation, and order trends. The findings help optimize menu offerings, staffing, and marketing strategies to boost overall business performance.

coding-challenge data-analysis data-science microsoft my portfolio-project programming project projects sql sql-analysis sql-project sqlproject sqlserver

Last synced: 23 Mar 2025

https://github.com/bagusperdanay7/fcc-da-mean-variance-standard-deviation-calculator

One of Data Analysis with Python (freecodecamp) task, created a Mean Variance Standard Deviation Calculator.

data-analysis freecodecamp-project numpy python

Last synced: 06 May 2026

https://github.com/dcs-training/r-visualisation-and-stats

This repository contains material from a 8 classes course on Data Visualisation and statistics with R

data-analysis data-visualisation data-wrangling intro-to-programming r statistics

Last synced: 20 Jun 2026

https://github.com/vatshayan/pokemon-analysis

Visualization, Analysis & Predicting the accuracy of finding Pokemon power, attack & speed through Machine Learning

artificial-intelligence data data-analysis data-science data-visualization dataset machine-learning machine-learning-algorithms pokemon scikit-learn

Last synced: 30 May 2026

https://github.com/weisswuerste/polars-eurovision-analytics

Analytics example using both the Pandas and Polars libraries

data-analysis data-analytics pandas polars python python-3 python3

Last synced: 08 May 2026

https://github.com/iliyasalve/tiktok_claim_classification_model

Develop a predictive model for classifying videos with claims to reduce the backlog of user reports and optimize the content moderation process.

data-analysis machine-learning python regression-models tiktok

Last synced: 21 May 2026

https://github.com/isaqueiros/newspapersales-predictions-linearregression_and_regularisation

This notebook is a study on the sales of newspapers of a local stand, with intention to predict the newspaper sales performance based on the different features available. For this, 4 sklearn models are applied: Linear Regression, Lasso Regression, Ridge Regression and Elastic Net Regression.

data-analysis data-science linear-regression machine-learning python regularization-methods sklearn-library sklearn-linear-regression

Last synced: 02 May 2026

https://github.com/hyperentangledqubit/shellplot

shellplot -- Generate plot(s) directly from terminal via matplotlib or ggplot2 (plotnine)!

data-analysis ggplot2 graphics matplotlib plotnine plotting pyplot terminal

Last synced: 10 May 2026

https://github.com/shruthin4/news-articles-classification

Classifying News Articles using Machine Learning and NLP techniques.. Built an end-to-end text classification pipeline using TF-IDF vectorization and models like Logistic Regression and SVM. Includes exploratory data analysis, model evaluation, and deployment-ready artifacts.

data-analysis data-science logistic-regression machine-learning model news-classification nlp python scikit-learn svm tf-idf-vectorization

Last synced: 13 Apr 2026

https://github.com/giorgossideris/athens_weather_analysis

Analyse the data of Athens' weather.

data-analysis visualization

Last synced: 16 Mar 2025

https://github.com/karishmagupta05/udemy-course-analysis

This project analyzes Udemy courses using Exploratory Data Analysis (EDA) techniques to uncover insights about course trends, pricing, subscriber counts, and popularity. By leveraging Python, Pandas, and data visualization libraries, we extract meaningful information from the dataset.

data-analysis data-visualization eda jupiter-notebook pandas python

Last synced: 13 Apr 2026

https://github.com/srinibas-masanta/zomato-customer-and-restaurant-analysis

This repository contains a comprehensive analysis of Zomato's platform, focusing on various aspects of customer behavior, restaurant performance, and market trends. The analysis leverages data-driven insights to answer key questions that can guide business strategies, enhance customer satisfaction, and optimize operational efficiency.

business-analytics data-analysis data-science data-visualization

Last synced: 02 Apr 2025

https://github.com/1adityakadam/Carnegie_classifications_website

A comprehensive data analytics platform analyzing 50+ years of U.S. higher education trends through interactive visualizations and historical institution tracking.

css data-analysis html javascript python ui-design web-development

Last synced: 25 Jun 2025

https://github.com/nadamarei/data-analyzer

The Qualitative Data Analysis Tool is a powerful Streamlit application designed for researchers to analyze word frequencies in corporate documents. This tool processes PDF reports, identifies target words and their contextually relevant synonyms, and generates comprehensive reports with document statistics, summary analysis, and per-file breakdowns

data-analysis data-visualization python-3 streamlit

Last synced: 18 May 2026

https://github.com/rohansoni45/movie-recommendation-system

This project is a Content-Based Recommender System that suggests movies to users based on their preferences and watched history. The system leverages cosine similarity to find and recommend movies similar to a selected title. It is built using Python and libraries like Pandas, NumPy, and Scikit-learn.

content-based-filtering cosine-similarity data-analysis data-science machine-learning numpy pandas python recommender-system render scikit-learn

Last synced: 17 Apr 2026

https://github.com/ddihora1604/iitk_task

A comprehensive financial data analysis system that collects, processes, and analyzes data from approximately 500 tickers in the S&P Global Index. It provides detailed financial information, ESG metrics, and various financial statements for comprehensive market analysis.

beautifulsoup4 data-analysis data-visualization datamodelling dataset esg machine-learning python yahoo-finance

Last synced: 30 Jun 2026

https://github.com/v41bh4vr4jput/data-analysis-with-python

This repository is a comprehensive collection of data analysis projects and tutorials using Python's most powerful libraries: NumPy, Pandas, Seaborn, and Matplotlib. It is designed to help you explore, clean, visualize, and analyze data efficiently.

api data data-analysis data-visualization matplotlib numpy pandas python sakila-db seaborn

Last synced: 09 Apr 2026

https://github.com/pronzzz/diabetes-prediction

Diabetes prediction using a KNN model and Pima Indian Diabetes Dataset

data-analysis data-manipulation data-preprocessing data-visualization knn machine-learning outlier-detection seaborn

Last synced: 13 Apr 2025

https://github.com/jelhamm/model-ensembles-boosting-in-machine-learning

"This repository contains implementations of Boosting method, popular techniques in Model Ensembles, aimed at improving predictive performance by combining multiple models. by using titanic database."

boosting boosting-algorithms boosting-ensemble boosting-machine data-analysis database-analysis datamining datamining-algorithms jupyter-notebook machine-learning machine-learning-models machine-learning-projects matplotlib-python model-ensemble module numpy-library pandas-library python sklearn-library

Last synced: 16 May 2026

https://github.com/ireneflorez/exploration_r

Data exploration on the 'White Wine Quality' dataset using R

data-analysis data-visualization r

Last synced: 16 Jun 2026

https://github.com/jelhamm/singular-value-decomposition-data-mining

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

data-analysis dimension-reduction jyputer-notebook machine-learning matplotlib numpy-library pandas-library preprocessing python scipy-library singular-value-decomposition sklearn-library standardscaler svd svd-matrix-factorisation

Last synced: 18 May 2026

https://github.com/carmoreno/nobelprizes

Final project of Big Data Module.

data-analysis mongodb

Last synced: 29 Apr 2026

https://github.com/dineshdhamodharan24/singapore_flat_resale_

This project focuses on developing a machine learning model to predict the resale values of apartments in Singapore. The goal is to create a user-friendly online application that enables users to obtain accurate predictions for the resale values of specific properties.

data-analysis flat json numpy pandas pickle project python streamlit

Last synced: 07 Apr 2026

https://github.com/gmasson/datadash

DataDash é uma biblioteca JavaScript e CSS para criar dashboards interativos, para visualização de dados dinâmicos em páginas web.

dashboard dashboard-application dashboards data-analysis data-science data-visualization javascript

Last synced: 08 Aug 2025

https://github.com/dinamohsin/ai-job-market-analysis-using-sql-excel

This project explores a dataset of AI-related jobs to uncover insights about salary trends, in-demand skills, education levels, and remote work preferences. The analysis was done using SQL for querying and Excel for data cleaning and preparation.

data-analysis data-preprocessing excel functions query sql sql-server

Last synced: 25 Jun 2025

https://github.com/percival33/machine-learning-engineering

Uni project about enhancing fictional music streaming service, by developing machine learning models to generate popular playlists

data-analysis data-science machine-learning python

Last synced: 14 Jul 2025

https://github.com/vbhvsingh0/nflteam_corr_population

The goal of this project is to find the correlation in between NFL teams' win and loss with the population of the city.

data-analysis data-cleaning-and-preprocessing data-manipulation-with-pandas numpy-library pandas-python pearson-correlation python3

Last synced: 29 Jun 2026

https://github.com/simranrayait51/internshala-ds-projects

Projects from the Internshala Data Science course, showcasing my skills in Excel, SQL, Python, and Tableau for data manipulation, analysis, and visualization.

data-analysis data-science data-visualization excel internshala-project pgc postgresql python sql tableau

Last synced: 17 May 2026

https://github.com/guilherme-marcello/r-data-analysis-piechart

Reading RDS files, processing and presentation in pie charts

data-analysis data-visualization pie-chart r

Last synced: 13 Jul 2025

https://github.com/jhermienpaul/google-data-analytics-program

Hands-on learning materials from the 8-course Google Data Analytics Professional Certificate program, covering foundational data skills, tools, and real-world business problem-solving

bigquery dashboard data-analysis data-analytics data-modeling data-storytelling data-visualization data-wrangling descriptive-analytics diagnostic-analytics etl-pipeline r-programming rstudio sql tableau

Last synced: 13 Jul 2025

https://github.com/shubhammittal-data/sales-customer_dashboard_tableau

An interactive Tableau project showcasing advanced data visualization techniques for sales performance and customer analytics. This dashboard provides key business insights using KPIs, trend analysis, and customer segmentation. Designed for executives, sales managers, and marketing teams to drive data-driven decision-making.

customer-behavior-analysis customer-segmentation data-analysis data-visualization product-analytics sales-analysis tableau tableau-dashboards tableau-public

Last synced: 07 Mar 2026

https://github.com/jlee9503/defense-risk-prediction

Build a machine learning pipeline that ingests defense procurement data, identifies high-risk contracts, and visualizes the results in an interactive dashboard.

data-analysis data-visualization exploratory-data-analysis python

Last synced: 25 Jan 2026

https://github.com/myktorijus/retention-cohort

Extracted cohort data using SQL in BigQuery focusing on weekly retention from week 0 to week 6

bigquery data-analysis data-visualization powerbi sql

Last synced: 13 Jul 2025

https://github.com/gappeah/credit-card-transactions-fraud-detection-project

The Credit Card Transactions Fraud Detection Project repository is designed to analyse and detect fraudulent transactions in credit card data.

data-analysis postgresql sql

Last synced: 12 Jul 2025

https://github.com/harmanveer-2546/motor-vehicle-accidents-in-india

As per the report, a total of 4,61,312 road accidents have been reported by States and Union Territories (UTs) during the calendar year 2022, which claimed 1,68,491 lives and caused injuries to 4,43,366 persons.

accidents accidents-analysis darkgrid data-analysis eda exploratory-data-analysis indian-roads inline matplotlib motor-vehicles numpy pandas review seaborn visualization

Last synced: 19 Jan 2026

https://github.com/mrendiks/analyst-data-survey-monkey

Learn how to analyst data from dataset surver monkey using Excel and Python

data-analysis ipynb-jupyter-notebook python

Last synced: 07 Mar 2026

https://github.com/mituskillologies/aiml-dypiemr-sep24

Programs conducted at DYPIEMR, Pune in training on AIML during September 2024.

artificial-intelligence data-analysis data-science machine-learning matplotlib neural-network numpy pandas python3

Last synced: 05 Apr 2025

https://github.com/chahelgupta/fitness-data-analysis-r-project

This project focuses on analyzing fitness data collected from various tracking devices to gain insights into users' activity levels, sleep patterns, calorie expenditure, and heart rate. The dataset used in this project consists of multiple CSV files, each containing different aspects of fitness-related data.

data-analysis data-cleaning data-exploration data-science data-visualization r r-language r-programming r-studio

Last synced: 18 May 2026

https://github.com/farzeennimran/fashion-mnist-dataset-classification-using-neural-network

Implementation of a Multi-layer Perceptron classifier with hyperparameter tuning and k-fold cross-validation employing GridSearchCV for classifying images on the Fashion MNIST dataset 👗👚👖

artificial-intelligence data-analysis data-mining data-science dataset deep-learning fashion-mnist-dataset gridsearchcv hyperparameter-tuning kfold-cross-validation machine-learning multilayer-perceptron-network neural-network numpy pandas python sklearn

Last synced: 03 Apr 2026

https://github.com/jonathancaleb/adap

📊🌱 Agricultural Data Analysis Platform 🌍🚜 A personal initiative to analyze coffee growth trends in Uganda using Python, data science, and machine learning. This project supports sustainable farming with predictive models and interactive visualizations. 🍃📈

data-analysis data-science python

Last synced: 18 May 2026

https://github.com/Fisseha-Estifanos/telecom

A showcase repository for a specific telecommunication company. Used to analyze several telecommunication data set features and generate useful insights accordingly. Insights generated could be seen at https://github.com/Fisseha-Estifanos/telecom-visualizer or at https://fisseha-estifanos-telecom-visualizer-home-huxgy0.streamlitapp.com/

data-analysis notebooks-jupyter python visual-studio-code visualization

Last synced: 11 Mar 2025

https://github.com/majajuri/text-classification-using-string-kernels

Projekt u sklopu predmeta Uvod u znanost o podacima

data-analysis string-kernel

Last synced: 05 Apr 2025

https://github.com/ashvinhandoo/bionic-lab-projects

Computational neurophysiology pipelines for analyzing astrocyte and vascular dynamics. Includes Python- and MATLAB-based analysis frameworks for modeling calcium, vasomotion, and pupil-linked activity, demonstrating advanced signal processing, transfer entropy estimation, and data visualization skills used in biomedical research.

biocomputation bioinformatics biomedical-engineering computational-biology data-analysis matlab neuroscience python signal-processing time-series

Last synced: 18 May 2026

https://github.com/martachesnova/python-apis

A weather analysis that randomly selects more than 500 cities across the globe, pulls data from the OpenWeatherMap API for each city. Analysis of the weather and perfect vacation spot is viewable on my Jupyter Notebook.

api data-analysis python

Last synced: 24 Feb 2025

https://github.com/martachesnova/python

Created a Python script to calculate and analyze financial records of a company. Created another Python script to do calculations and analysis of the voting process in a small town.

data-analysis python

Last synced: 24 Apr 2026

https://github.com/jackmnob/python-tableau-eda-stockdash

Data cleaning, preparation, and manipulation (EDA) for an interactive stock market dashboard with Tableau - using pandas (Python) via JupyterLab

cleaning-data dashboard data-analysis data-preparation eda jupyter-notebook jupyterlab python tableau-public

Last synced: 14 May 2026

https://github.com/data-edd/e-commercestore_analysis

This project analyzes e-commerce data to provide insights into sales performance, profitability, and customer behavior using Power BI.

data-analysis powerbi powerbidashboard

Last synced: 02 Feb 2026

https://github.com/lparham2/factors-driving-ev-adoption-charging-station-deployment

This project explores factors driving EV adoption and charging station deployment using Python-based data analysis. It examines sales trends, infrastructure growth, and socioeconomic influences to uncover key insights. The goal is to aid policymakers and businesses in optimizing EV infrastructure and accelerating sustainable transportation.

data-analysis data-visualization electric-vehicle-charging-station electric-vehicles powerpoint-presentations python

Last synced: 18 May 2026

https://github.com/jwt218/sinc

MATLAB Standardization and Isotope Normalization for CSIA (with integrated correction and uncertainty quantification)

data-analysis geochemistry isotopes matlab

Last synced: 23 Jun 2025

https://github.com/antononcube/wl-mosaicplot-paclet

Wolfram Language (aka Mathematica) paclet for mosaic plots over datasets or lists of records.

data-analysis machine-learning mosaic mosaic-plots

Last synced: 16 Jan 2026

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

Regression Analysis into the Boston Housing in-demand pricing in 1978

boston-housing data-analysis data-science data-visualization machine-learning python regression

Last synced: 16 May 2026

https://github.com/nikbarb810/motif_detection_in_r

Motif Detection for TFBS in Glycolysis and Glyconeogenesis pathways

bioinformatics data-analysis null-hypothesis pwm r

Last synced: 23 Jun 2025

https://github.com/rociobenitez/airbnb-data-mining

Análisis detallado y modelado predictivo de alojamientos en Madrid utilizando técnicas de Big Data y estadística en R, enfocado en optimización de datos y predicción de características de propiedades.

airbnb data-analysis data-mining estadistica prediction-model predictive-analytics predictive-modeling qmd r rstudio

Last synced: 23 Jun 2025

https://github.com/gui-sitton/games

Identify patterns that determine whether a game is successful or not. This will allow you to identify potential big winners and plan advertising campaigns.

data data-analysis data-analysis-python data-science data-visualization python

Last synced: 18 May 2026

https://github.com/wikidata/purdue-data-mine-2024

Program materials for WMDE's 2024 Purdue Data Mine project

analytics data-analysis data-quality data-science etl open-data python wikidata wikimedia

Last synced: 12 May 2025

https://github.com/nurulashraf/linear-regression-insurance-premium

This analysis applies simple linear regression to explore the relationship between age and insurance premium. It includes model training, visualisation, and evaluation using MSE and RMSE to assess prediction accuracy.

beginner-project data-analysis insurance-data linear-regression machine-learning matplotlib predictive-modeling python regression-models scikit-learn

Last synced: 05 May 2026

https://github.com/xjwllmsx/profitable-app-profiles

Analyzes Google Play & App Store data to recommend profitable profiles for free, ad-supported mobile apps

data data-analysis data-cleaning jupyter pandas python

Last synced: 18 May 2026

https://github.com/pyramidheadshark/ai-mirea-sem1p

Completed set of all MIREA AI an DA practices (1 sem.)

beginner-friendly data-analysis data-science jupyter mirea

Last synced: 05 Apr 2025

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 421 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