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Machine Learning and Deep Learning By Industry

Look no further, heres a big list of machine learning examples you can use to get started with ML in your industry. All credit goes to the passionate coders out there who are sharing their code out there on github!

Happy coding!

Healthcare

• Tumour Segmentation
• Melanoma Detection
• Heart Failure Prediction Using EHR data
• Clinical Notes Processing
• Drug Discovery

Banking/Insurance

• Default Prediction
• Fraud Detection
• Lifetime Value Forecasting
• Vehicle Damage Detection
• Portfolio Management with Reinforcement Learning

Retail

• Demand Forecasting
• Churn Prediction
• Sentiment Analysis
• Customer Segmentation
• Display Advertising Optimization

Logistics and Transport

• Damaged Goods Analysis/Product Defects
• Route Optimization
• Order Fulfilment Optimization
• Back Order Prediction
• Autonomous Vehicle Navigation

Construction and Real Estate

• Risk Assessment
• Safety/Crash Prediction
• Defect Analysis
• Building Architecture Generation
• Optimized Staff Scheduling
Property Price Prediction