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.

📑 AI Ebooks, Guides and Cheat Sheets

EBook: The Creative Side of AI: Mastering the Art of Prompt Engineering

Mastering Prompt Engineering: A Free eBook

A - Z Machine Learning Guide

ML CheatSheet

📖 Contents

Name	Description	URL	Technologies	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!"

• Daily Topics
• Code Examples
• Tutorials
• Cheat Sheets
• Data Sets
• Project Showcase
• Resources
• Discussions and Q&A

License

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