LIRC@SFIT

Source: Maharashtra Times (Mumbai edition) Marathi dated January 22, 2019 (Accessed on January 22, 2019)

HIGHLIGHTS The course will include study of algorithms, signal processing, robotics It will also teach the ethical impact of AI and related technologies B.Tech. in Artificial Intelligence will be offered from 2019-2020 Indian Institute of Technology (IIT) Hyderabad is introducing a new B. Tech. course in Artificial Intelligence that will be available to the students beginning the coming academic year (2019-2020). It is the first such full-fledged B. Tech. programme to be offered by an Indian university. Even internationally, only select institutions like Carnegie Mellon University and Massachusetts Institute of Technology (MIT) are currently offering similar courses, claimed IIT Hyderabad in a press release. According to a  report  in NDTV, the B.Tech. in Artificial Intelligence course will intake 20 students each year, who will be selected through the JEE Advanced entrance examination that the students across the country take every year to get admission in th...

In the past few years, Artificial Intelligence (AI) has remained in the limelight with countries like China and the US leading the way. But, did you know that India too has joined the AI bandwagon? According to a latest LinkedIn report, India ranks third in the global front with respect to the penetration of AI skills (46%) just after China (48%) and the US (46%)! Exciting, isn’t it? Stating that AI is ushering in a new era of digital revolution, the report highlighted three key points: With an increase of 190% between 2015-17, AI skills are one of the most widely growing skills on LinkedIn. The industries incorporating more AI skills within their workforce are the most dynamic industries. The countries that record the highest usage of skills in and around AI are China, the USA, Israel, and Germany. Another study titled The Augmented Human Enterprise (a collaborative study by Goldsmiths, the University of London, and Automation Anywhere) reinforces India’s stand as one amon...

Mumbai-based Amrut Deshmukh is gaining popularity for summarising the bestselling books, in just 20 minutes. He shares the book briefs as text or audio messages via WhatsApp. To read more about him and his mission, do have a look at the following websites: https://www.edexlive.com/people/2018/apr/19/amrut-deshmukhs-booklet-app-lets-you-read-a-book-in-20-minutes-2511.html  (Accessed on January 22, 2019) Do watch his interviews on YouTube at: Amrut & Amit - Zapatlepan Te Janatepan - YouTube Making India Read | Amrut Deshmukh | TEDxNayapura - YouTube Download "Booklet App" by Amrut Deshmukh from  https://play.google.com/store/apps/details?id=com.booklet.app&hl=en_IN

A total of 118 Videos created by NPTEL on Deep Learning. Visit the below URL for the entire playlist: https://www.youtube.com/playlist?list=PLyqSpQzTE6M9gCgajvQbc68Hk_JKGBAYT  (Accessed on January 22, 2019)

An introductory lecture overviewing the basics of deep learning including a few key ideas, subfields, and the big picture of why neural networks have inspired and energized an entire new generation of researchers. For more lecture videos visit our website or follow code tutorials on our GitHub repo. INFO: Website: https://deeplearning.mit.edu GitHub: https://github.com/lexfridman/mit-dee... Slides: http://bit.ly/deep-learning-basics-sl... Playlist: http://bit.ly/deep-learning-playlist OUTLINE: 0:00 - Introduction 0:53 - Deep learning in one slide 4:55 - History of ideas and tools 9:43 - Simple example in TensorFlow 11:36 - TensorFlow in one slide 13:32 - Deep learning is representation learning 16:02 - Why deep learning (and why not) 22:00 - Challenges for supervised learning 38:27 - Key low-level concepts 46:15 - Higher-level methods 1:06:00 - Toward artificial general intelligence Source: https://www.youtube.com/watch?v=O5xeyoRL95U (Accessed on January 22, 201...

New lecture on recent developments in deep learning is defined in the state of the art in our field (algorithms, applications, and tools). This is a complete list, but hopefully a good sampling of new exciting ideas. For more lecture videos visit our website or follow code tutorials on our GitHub repo. INFO: Website: https://deeplearning.mit.edu GitHub: https: //github.com/lexfridman/mit-dee ... Slides: http://bit.ly/2HiZyvP Playlist: http: // bit ly / deep-learning-playlist OUTLINE: 0:00 - Introduction 2:00 - BERT and Natural Language Processing 14:00 - Tesla Autopilot Hardware v2 +: Neural Networks at Scale 16:25 - AdaNet: AutoML with Ensembles 18:32 - AutoAugment: Deep RL Data Augmentation 22:53 - Training Deep Networks with Synthetic Data 24:37 - Segmentation Annotation with Polygon-RNN ++ 26:39 - DAWNBench: Training Fast and Cheap 29:06 - BigGAN: State of the Art in Image Synthesis 30:14 - Video-to-Video Synthesis 32:12 - Semantic Segmentation 36:...

Deep learning capabilities are driving powerful new opportunities for AI.  Deep learning using neural networks and Graphics Processing Units (GPUs) is starting to surpass machine learning for image recognition and other applications. Deep neural networks are helping to advance self-driving cars, faster development of new drugs, and real-time multiple-language translation for online chats.  Find out more about:  Machine learning versus deep learning The power of inference GPUs delivering near real-time performance To read the full-text, visit the following URL: https://www.tcs.com/content/dam/tcs/pdf/technologies/artificial-intelligence/abstract/Deep-learning-with-neural-networks-and-GPUs-0917-1.pdf Source:  https://www.tcs.com/accelerating-the-power-of-deep-learning  (Accessed on January 22, 2019)