100 Days of Artificial Intelligence

👋 Welcome!

Welcome to "100 Days of Artificial Intelligence"! In this GitHub repo, we embark on a journey through various facets of AI, unraveling its mysteries one day at a time. Join us as we delve into the exciting realms of machine learning, neural networks, natural language processing, and much more. Let's begin!

Before getting started:

🍴 To incorporate this repository into your own project, you can fork it.
⭐ In order to receive notifications about future improvements, please consider starring this repository.

For a short write up check out this medium post.

Repo structure

CheatSheets: Quick reference materials for different concepts or techniques
Data: Data files for analysis or model training
Images: Images of various objects, scenes, or entities from/for analysis.
Notebooks: Code files for different projects
Resources: Supporting materials or references for the project

👀 Announcements

📢 Collaboration Opportunity Announcement 🤝

Calling all AI enthusiasts and contributors!

We are excited to announce collaboration opportunities within our "100 Days of Artificial Intelligence" repository. We believe that collaborative efforts can amplify the impact and enrich the learning experience for everyone involved.

🌟 How can you contribute?

Propose new topics or subtopics to explore during the journey. Create comprehensive tutorials, guiding fellow learners through AI concepts. Share your expertise by providing code examples in popular frameworks. Curate datasets relevant to AI applications in various domains. Contribute cheat sheets, summarizing key algorithms or frameworks. Offer insights, feedback, and improvements to existing content. Help answer questions and engage in discussions within our community.

📖 Contents

Name	Description	URL	Industry/Domain
DAY 01	Cat vs. Dog Image Classifier	GitHub	E-commerce, Educational
DAY 02	Flower Species Recognition	GitHub	Botanical and Horticultural
DAY 03	Handwritten Digit Recognition	GitHub	Banking and Finance, Healthcare, Postal and Logistics
DAY 04	Facial Expression Recognition	GitHub	Security and Surveillance, Entertainment and Gaming
DAY 05	Traffic Sign Recognition	GitHub	Transportation
DAY 06	Indoor Scene Recognition	GitHub	Real Estate, Robotics
DAY 07	Plant Disease Detection	GitHub	Agriculture and Farming
DAY 08	Food Classification	GitHub	Food and Beverage
DAY 09	Image Captioning	GitHub	Media and Publishing
DAY 010	Wildlife Monitoring using Camera Traps	GitHub	Conservation and Ecological Research
DAY 011	Gesture Recognition	GitHub	Gaming and Entertainment
DAY 012	Text Classification	GitHub	Legal and Compliance
DAY 013	Named Entity Recognition	GitHub	News and Media
DAY 014	Text Summarization	GitHub	Education
DAY 015	Language Translation	GitHub	Travel and Tourism
DAY 016	Question Answering System	GitHub	Customer Support and Service
DAY 017	Fake News Detection	GitHub	Media and Journalism
DAY 018	Opinion Mining from Social Media	GitHub	Market Research
DAY 019	Speech-to-Text Conversion	GitHub	Legal
DAY 020	Text Generation using Recurrent Neural Networks	GitHub	Advertising and Marketing
DAY 021	Text-based Recommender System	GitHub	Restaurant and Food Delivery
DAY 022	Visual Question Answering	GitHub	Image-based Search Engines, Art
DAY 023	Music Generation using Deep Learning	GitHub	Music Production, Music Streaming
DAY 024	Deep Learning for Self-Driving Cars	GitHub	Automotive
DAY 025	Anomaly Detection in Time Series Data	GitHub	Energy, Manufacturing, Internet of Things, Cybersecurity

DAY 026	Chatbot for Customer Support	GitHub	Customer Service
DAY 027	Language Translation Bot for Instant Messaging Platforms	GitHub	Language Learning and Education
DAY 028	Personal Assistant Bot	GitHub	Health and Wellness
DAY 029	News Aggregator Bot	GitHub	Media and News
DAY 030	Document Classification and Tagging System	GitHub	Research and Academia
DAY 031	Document Similarity Analysis using Word Embeddings	GitHub	Legal
DAY 032	Quiz Bot for Trivia	GitHub	Entertainment and Gaming
DAY 033	Tic-Tac-Toe Game	GitHub	Gaming
DAY 034	Chess AI Agent	GitHub	Gaming
DAY 035	Multiplayer Card Game	GitHub	Gaming
DAY 036	Recommendation System for Movies or Books	GitHub	Entertainment and Media
DAY 037	Automated Essay Scoring	GitHub	Education
DAY 038	Sports Score Prediction	GitHub	Sports
DAY 039	Customer Churn Prediction	GitHub	Sales
DAY 040	Fraud Detection	GitHub	Financial and Banking
DAY 041	Crop Disease Detection	GitHub	Agricultural
DAY 042	Customer Segmentation	GitHub	Retail and E-commerce
DAY 043	Credit Risk Assessment	GitHub	Financial
DAY 044	Predictive Maintenance	GitHub	Manufacturing
DAY 045	Demand Forecasting	GitHub	Energy, Manufacturing
DAY 046	Voice-based Emotion Analysis	GitHub	Mental Health and Therapy
DAY 047	Price Optimization	GitHub	Sales
DAY 048	Anomaly Detection in Network Intrusion	GitHub	Cybersecurity
DAY 049	Employee Attrition Prediction	GitHub	Human Resources
DAY 050	Human Resources Resume Screening	GitHub	Human Resources

DAY 051	Energy Consumption Forecasting	GitHub	Energy
DAY 052	Personal Finance Assistant	GitHub	Finance
DAY 053	Automated Stock Trading System	GitHub	Finance
DAY 054	Smart Home Energy Management System	GitHub	Energy
DAY 055	Virtual Tour Guide	GitHub	Travel and Tourism
DAY 056	Wildlife Species Identification	GitHub	Environmental Conservation
DAY 057	Automated Quality Control	GitHub	Manufacturing and Production
DAY 058	Virtual Try-On	GitHub	Retail and E-commerce
DAY 059	Speech Therapy Assistant	GitHub	Healthcare
DAY 060	Art Therapy Assistant	GitHub	Healthcare
DAY 061	Cyberbullying Detection	GitHub	Technology, Cyber
DAY 062	Patient Monitoring	GitHub	Healthcare
DAY 063	Traffic Congestion Prediction	GitHub	Transportation and Urban Planning
DAY 064	Automated Object Counting	GitHub	Agriculture and Farming
DAY 065	Chatbot for Mental Health Support	GitHub	Healthcare
DAY 066	Computer Vision-based Accident Detection	GitHub	Automotive and Transportation
DAY 067	Language Tutoring System	GitHub	Education
DAY 068	Energy Theft Detection	GitHub	Energy
DAY 069	Medical Diagnosis	GitHub	Medical
DAY 070	Indoor Navigation System	GitHub	Technology
DAY 071	Waste Management and Recycling	GitHub	Environmental and Waste Management
DAY 072	Wildlife Conservation and Habitat Monitoring	GitHub	Conservation
DAY 073	Object Detection and Tracking in Surveillance	GitHub	Surveillance
DAY 074	Personalized Fashion Styling Recommendation	GitHub	Fashion
DAY 075	Artwork Recommendation	GitHub	Art

DAY 076	Wine Selection and Pairing Assistant	GitHub	Food and Beverage
DAY 077	Luxury Product Authentication	GitHub	Luxury Goods and Retail
DAY 078	Personal Investment Advisor	GitHub	Financial
DAY 079	Fine Dining Experience Customization	GitHub	Food and Beverage
DAY 080	Security and Access Control Systems	GitHub	Security
DAY 081	Automated Event Planning and Management	GitHub	Event Management and Hospitality
DAY 082	Real Estate Property Search and Investment Advisor	GitHub	Real Estate
DAY 083	Personal Concierge	GitHub	Hospitality and Luxury Services
DAY 084	Art Collection Curation and Management	GitHub	Art
DAY 085	Personalized Health and Wellness Programs	GitHub	Health
DAY 086	Auction Bidding System	GitHub	E-commerce and Auction
DAY 087	Virtual Reality-based Virtual Showrooms	GitHub	Retail and E-commerce
DAY 088	Philanthropic Portfolio Management	GitHub	Philanthropy and Nonprofit
DAY 089	Luxury Travel Booking and Experience Recommendation System	GitHub	Luxury Travel
DAY 090	Car Collection Management	GitHub	Automotive
DAY 091	Private Museum Curation	GitHub	Art
DAY 092	Travel Membership Program	GitHub	Travel
DAY 093	Architectural Design and Visualization	GitHub	Architectural
DAY 094	Personalized Interior Design and Home Décor	GitHub	Interior Design
DAY 095	Personalized Wealth Management	GitHub	Financial
DAY 096	Luxury Vehicle Selection and Customization	GitHub	Automotive
DAY 097	Personalized Fashion Showroom and Styling Consultation	GitHub	Fashion
DAY 098	Watch Collection Management and Recommendation	GitHub	Luxury Goods
DAY 099	Property Rental and Vacation Experience Platform	GitHub	Real Estate
DAY 0100	Space Planning and Layout Optimization	GitHub	Space Planning

"Tell me more!"

License

See the LICENSE file for license rights and limitations (MIT).

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