gopala-kr / A Week In Wild Ai
Licence: mit
360 view on ai/ml/dl applications
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- [Week-1] 07/07/2018 : AI-accelerators(CPU, GPU, FPGA, ASIC, SoC, HPC), Neuromorphic and Quantum Compute for AI
- [Week-2] 15/07/2018 : AI in Healthcare and Genomics
- [Week-3] 22/07/2018 : Speech processing: recognition, synthesis + Survey on chatbot platforms and API's [vui]
- [Week-4] 29/07/2018 : Autonomous Vehicles
- [Week-5-6-7-8] 26/08/2018 : AI in Robotics
- [Week-9] 02/09/2018 : AI in Finance
- [Week-10] 09/09/2018 : AI in enterprise services
- [Week-11-12] 23/09/2018 : AI in Surveillance + IoT + Agriculture
- [Week-13] 30/09/2018: DL Compiler Optimization for Different Hardwares
- [Week-14] 07/10/2018 : Demystifying Deep Learning Frameworks and Libraries(low+high level)
|| Active AI research areas | Taxonomy of AI Algorithms | Data Sharing | AI Ethics | AI in Space Research | Global Connectivity||
- [Week-15-16-17] 14-28/10/2018 : Reinforcement Learning (to be continued from 19th Nov)
- [Week-18-19-20] 18/11/2018 : revisit(time travel) from 2010 to Oct-2018
- [Week-21] 25/11/2018 : Deep Reinforcement Learning continued..
- [Week-1](01/04/2019 - 07/04/2019) : Recent Advances in CNN architectures and CV tasks
- [Week-2](08/04/2019 - 14/04/2019) : Recent Advances in RNN architectures and NLP-Speech tasks
- [Week-3-8](15/04/2019 - 02/06/2019) : time travel 4000 bc
- [Week-9] (03/06/2019 - 09/06/2019) : Recent Advances in Hardware Architectures and DL frameworks
- [Week-10] (07/05/2020 - 21/06/2020) : Quantum | Neuromorphic, BCI & DNA Computing | Q-Algorithms
- [Week-11] (11th - 16th Aug 2020) : Vision
- [Week-12] : NLP & Speech
- [Week-13] : Frameworks & Hardwares
- [Week-14] : Recent Advances in Generative Models
- [Week-15] : Recent Advances in Deep RL and Robotic tasks
- [Week-16] : Recent Advances in Transfer Learning and Meta-learning
- [Week-17] : Neural ODE's and Graph Neural Network
- [Week-18] : AI for Science Advancement
- [Week-19-20] Oct-Nov 2020 : AGI Survey 2020
|| Theories of Mind, Intelligence & Conciousness | Genetics | New Theories of Computation | Universal Theory of Everything ||
- State of AI Report 2020
- AMAI-GmbH/AI-Expert-Roadmap
- data-engineer-roadmap
- 2020 Machine Learning Roadmap
- visenger/awesome-mlops
- daviddao/awful-ai
- Lex AI Podcast ⭐️
- Public Cloud AI Review ⭐️
- Scalable, Distributed, Deep Machine Learning for Big Data
- Deep Learning State of the Art (2020) | MIT Deep Learning Series | gh | slides
- riseof.ai/
- MIT Breakthrough Technologies
source: blumbergcapital
enterprise_ai_landscape_2018_2019
2018_Matt_Turck_IoT_Landscape_Final
Maintainer
Gopala KR / @gopala-kr
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