AI ML Trends in Market

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1. Tanisha Bhayani AI/ML Engineer @ SilverTouch Technologies LTD
2. • What we know: GIGO, and information gain from decision tree. • The Black Box model • The Additive Model AI Explainability
3. Reasonable Traceable Understandable
4. Edge AI • Edge AI means that AI algorithms are processed locally on a hardware device. • “Federated Learning enables mobile phones to collaboratively learn a shared prediction model while keeping all the training data on device, decoupling the ability to do machine learning from the need to store the data in the cloud.” - Google.com
5. AI Ethics HUMAN AND AI ETHICS
6. Trending Tools • TensorFlow • Google Cloud ML Engine • Amazon Machine Learning (AML) • Apache Mahout • Shogun • Oryx 2 • Apache Spark MLlib
7. • Sentiment Analysis • Hardware Optimization • Consumer Analysis • Geodynamics • Forest Fire Predictions • Drug Discovery • Quantum Machine Learning • Generative Models Trending Research
8. AI in Medicine • COVID19 • Molecule Discovery • Drug-Drug Interaction • Diabetic Care • Cancer Screening
9. My view is we should be doing everything we can to come up with ways of exploiting the current technology effectively. - Geoffrey Hinton
10. Questions?