Future of Artificial Intelligence and Machine Learning by Siddhesh Wagle
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Agile Testing Alliance hosted 19th Mumbai Meetup in association with NASSCOM 10,000 Start-ups on 17th Feb, 2018. A session on "Future of Artificial Intelligence and Machine Learning" was presented by Siddhesh Wagle from CERE Labs.
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Future of Artificial Intelligence and Machine Learning by Siddhesh Wagle
- 1. Future of Artificial Intelligence and Machine Learning Magic Indistinguishable from Siddhesh Wagle Research Consultant
- 4. In1994
- 7. Is“MachineLearning”theNewMagic? X Y 0 0 1 2 2 4 3 6 4 8 Y X
- 8. Is“MachineLearning”theNewMagic? X Y 0 0 1 2 2 4 3 6 4 8 Y X
- 9. TrainingaModel x y 0 0 1 2 2 4 y x J(θ) θ y x J(θ) θ y x J(θ) θ y x J(θ) θ θ = 2 Training Data Weight Feature Target
- 10. TheMagicisintheModel&Equations New Data Model Training Data Learning Algorithm Predict Person Vada Pav Hello Model Model Model Source: https://www.tensorflow.org/images/tensors_flowing.gif
- 11. WhatChanged? Social Media Sensors GPUs Algorithms Open Source Cloud
- 12. PossibleApplicationsusingAI Image/Video • Object recognition • Face recognition • Describing images • Handwriting recognition • Cancer detection Speech • Speech to text • Speaker recognition Text • Language translation • Intent recognition • Document classification • Language generation • Language summarization Numeric • Predictive analytics • Classification
- 13. Technologies
- 15. WhatWeDo Features Predictive Analytics Labels Dark Data Images Video Text Other Dark to Structured ML Structured Data Databases Spreadsheets
- 16. ResearchInterests • Speech understanding • Handwriting recognition • Reinforcement learning • Drug discovery • Personalized oncology Initiatives • Internship and fellowship programs • Center of expertise in colleges • Training and workshops in AI
- 17. AIinDemand • Data Science • Machine Learning • Deep Learning • Reinforcement Learning • Computer Vision • Natural Language Processing
- 18. AIinDemand DevOps++ Alliance and Agile Testing Alliance will be launching a complete Machine Learning and Data Science learning roadmap
- 19. Thanks! You can find me at siddhesh.wagle@cerelabs.com +91 9821962516 Magic The future is indistinguishable from