Machine Learning Applications
Applying machine learning models to solve specific business problems like demand forecasting, recommendation systems, fraud detection, and natural language processing.
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Why It Matters
The value of ML lies in its application. Professionals who can identify where ML solves real business problems and deploy models that deliver measurable ROI bridge the gap between research and impact.
How to Get Started
Identify a business problem in your domain that could benefit from ML. Start with structured data problems using scikit-learn, then explore pre-trained models and APIs for NLP and computer vision tasks.
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