Hi. In this lecture will transform tokens into features. And the best way to do that is Bag of Words. Let’s count occurrences of a particular token in our text. The motivation is the following. We’re actually looking for marker words like excellent or disappointed, and we want to detect those words, and make decisions based on absence or presence of that particular word, and how it might work. Let’s take an example of three reviews like a good movie, not a good movie, did not like. Let’s take all the possible words or tokens that we have in our documents. And for each such token, let’s introduce a new feature or column that will correspond to that particular word. So, that is a pretty huge metrics of numbers, and how we translate our text into a vector in that metrics or row in that metrics. So, let’s take for example good movie review. We have the word good, which is present in our text. So we put one in the column that corresponds to that word, then comes word movie, and we put one in the second column just to show that that word is actually seen in our text. We don’t have any other words, so all the rest are zeroes. And that is a really long vector which is sparse in a sense that it has a lot of zeroes. And for not a good movie, it will have four ones, and all the rest of zeroes [More]
Daniel is a passionate entrepreneur, who has founded multiple tech and ecosystem ventures. He’s been named Germany’s, Austria’s and Switzerland’s top talent under 25, is a TEDx speaker, Global Shaper, and a frequent advisor to governmental organizations and larger corporations. Currently, Daniel oversees the Kairos Society in Europe as its president, a community, summit, and ‘impact amplifier’ of the world’s most outstanding entrepreneurs. Daniel is furthermore working on launching a 9-figure blockchain-driven fund at Project Investment Group, an investment firm with 3.2 billion euros under management, where he serves as a supervisory board member. Daniel has built three companies: Emoti, EWOR, and Unlimitix. You can read more about this episode here: https://bwmissions.com/blog/daniel-dippold-podcast Follow Bryan Wish on Linkedin: www.linkedin.com/in/bryanwish/ Follow Bryan Wish on Twitter: https://twitter.com/bryanwish_?s=11 Follow Bryan Wish on Instagram: https://www.instagram.com/bryanwish_/ Join our Mission: bwmissions.com/join/ Join our Community: my.community.com/bwmissions
# Namaskar dosto aaj ke video maine apko bataya hai ki.. Kaise Biometric Machine sakte hai aur se kharide aur kitna mey milega aur sath he kaise iska registration kare, aur kitna charge dena padega. umid karta hu video accha laga hoga agar video accha laga to please video ko ek like kar dijiyega…..👍👍 🔺Biometric Device Buy – https://amzn.to/2J4PxlS Connect with me :-. 🌐Facebook link -. https://www.facebook.com/technicalpalji/ 🌐Instagram link :-.    https://www.instagram.com/nakul_prakash_yt/ ⏩ Whatsapp Group Link :- https://chat.whatsapp.com/EY9C6FMkx049Jc2zEfwxnD ✔️Like ✔️Share ✔️Comment ✔️Subscribe ✔️ Follow Me On Instagram ————————————————————————————————————————————————————————————— ⛔️Copyrights Issues : ⏩There is no copyright infringement intended for the song or picture or Video . If you have an issue with me posting this song or picture or Video please contact me through my Email or Mail me (nakulprakash6@gmail.com). —-Once I have received your message and determined you are the proper owner of this content I will have it removed immediately. ————————————————- 🌀 My Gear — 🔻Green Screen – https://amzn.to/2M0ZlgD 🔻Mic – https://amzn.to/34qXCaP 🔻My Phone- https://amzn.to/2POUpfY 🔻Tripod- https://amzn.to/38IrTVZ 🔻Earphone- https://amzn.to/35sSJzp — Bye Bye And Take Care ✋✋ 🙏Thanks for watching …#Technicalpalji
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Discussion with Joscha Bach, Marcus Bingenheimer, Pei Wang, and Simon Wiles about Buddhist models of the mind and contemporary research in Artificial General Intelligence. This event was a Global Studies webinar, co-sponsored by the Science, Technology, and Society CHAT Interdisciplinary Research Group, and the Temple University Libraries. It took place on 2021-03-05. To view other library event recordings, visit: https://library.temple.edu/watchpastprograms
We are commemorating Unix’s anniversary with the Unix50 event, a two-day celebration that will reflect on Unix’s past and explore the future of computing. Speakers and panelists include many of the original team that built Unix and designed the C programming language, as well as luminaries in the fields of computing and robotics. The event will also feature a gallery of Unix artifacts, a coding challenge requiring students to program robots to navigate the industrial spaces of the future, and numerous other activities drawing on Unix’s rich and colorful history at Bell Labs. Unix 50 Overview: https://nokia.ly/2VMQra5 Unix 50 Schedule: https://nokia.ly/2M9DdkO Unix Blog by Peter Adams: https://nokia.ly/33meQWI
Get your NEW ‘Adiyogi’ Clothing ► https://bit.ly/adiyogi_store Technologies of the Future | Sadhguru and Michio kaku (2018) LIVE from Russia Yogi, mystic and visionary, Sadhguru is a spiritual master with a difference. An arresting blend of profundity and pragmatism, his life and work serves as a reminder that yoga is a contemporary science, vitally relevant to our times. Check out Adiyogi Collections ► https://kit.co/Adiyogi Subscribe to Adiyogi YouTube Channel Here: https://www.youtube.com/adiyogi1008 ***** Official Social Profiles of Adiyogi ***** Instagram – https://www.instagram.com/adiyogi_store/ Facebook – https://www.facebook.com/adiyogi1008/ Twitter – https://twitter.com/adiyogi1008
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© Institut français d’Israël 2020 A.I from A to Z Speaker: Benoit Le Blanc, Head of the National School of Engineering in Cognitic (ENSC), specialized in artificial intelligence and applied cognitive sciences Online lecture. Date: July 1st, 2020 Check out our Website to attend our upcoming events about Artificial Intelligence: https://www.ai-and-ethics.com/ “Artificial Intelligence (AI) and its ethical issues” is a series of panel discussions organized by the Embassy of France and the French Institute of Israel, with the support of the French Institute Paris, that aims at exploring with French and Israeli experts the current issues and challenges raised by the development of AI and its diffusion in our societies.
This is a combined slide/speaker video of Yoshua Bengio’s talk at NeurIPS 2019. Slide-synced non-YouTube version is here: https://slideslive.com/neurips/neurips-2019-west-exhibition-hall-c-b3-live This is a clip on the Lex Clips channel that I mostly use to post video clips from the Artificial Intelligence podcast, but occasionally I post clips from other lectures by me or others. Hope you find these interesting, thought-provoking, and inspiring. If you do, please subscribe, click bell icon, and share. Lex Clips channel: https://www.youtube.com/lexclips Lex Fridman channel: https://www.youtube.com/lexfridman Artificial Intelligence podcast website: https://lexfridman.com/ai Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/category/ai/feed/ Connect with on social media: – Twitter: https://twitter.com/lexfridman – LinkedIn: https://www.linkedin.com/in/lexfridman – Facebook: https://www.facebook.com/lexfridman – Instagram: https://www.instagram.com/lexfridman – Medium: https://medium.com/@lexfridman
Our opinions of AI have been formed by mainstream media, but that stops now. We’re joined by New York Times best-selling author, Martin Ford to talk about what’s exciting, what’s scary, and what’s to come from machine learning. In his new book, Ford records the conversations he has had with the very people developing artificial intelligence. Get Your Copy of “Architects of Intelligence” at https://cat5.tv/ai
Bio Oriol Vinyals is a Principal Scientist at Google DeepMind, and a team lead of the Deep Learning group. His work focuses on Deep Learning and Artificial Intelligence. Prior to joining DeepMind, Oriol was part of the Google Brain team. He holds a Ph.D. in EECS from the University of California, Berkeley and is a recipient of the 2016 MIT TR35 innovator award. His research has been featured multiple times at the New York Times, Financial Times, WIRED, BBC, etc., and his articles have been cited over 70000 times. His academic involvement includes program chair for the International Conference on Learning Representations (ICLR) of 2017, and 2018. He has also been an area chair for many editions of the NeurIPS and ICML conferences. Some of his contributions such as seq2seq, knowledge distillation, or TensorFlow are used in Google Translate, Text-To-Speech, and Speech recognition, serving billions of queries every day, and he was the lead researcher of the AlphaStar project, creating an agent that defeated a top professional at the game of StarCraft, achieving Grandmaster level, also featured as the cover of Nature. At DeepMind he continues working on his areas of interest, which include artificial intelligence, with particular emphasis on machine learning, deep learning and reinforcement learning.
There’s a massive bait-and-switch at the center of facial recognition technology. Join the Open Sourced Reporting Network: http://www.vox.com/opensourcednetwork Human faces evolved to be highly distinctive; it’s helpful to be able to recognize individual members of one’s social group and quickly identify strangers, and that hasn’t changed for hundreds of thousands of years. Then in just the past five years, the meaning of the human face has quietly but seismically shifted. That’s because researchers at Facebook, Google, and other institutions have nearly perfected techniques for automated facial recognition. The result of that research is that your face isn’t just a unique part of your body anymore, it’s biometric data that can be copied an infinite number of times and stored forever. In this video, we explain how facial recognition technology works, where it came from, and what’s at stake. Open Sourced is a year-long reporting project from Recode by Vox that goes deep into the closed ecosystems of data, privacy, algorithms, and artificial intelligence. Learn more at http://www.vox.com/opensourced This project is made possible by the Omidyar Network. All Open Sourced content is editorially independent and produced by our journalists. Watch all episodes of Open Sourced right here on YouTube: http://bit.ly/2tIHftD Become a part of the Open Sourced Reporting Network and help our reporting. Join here: http://www.vox.com/opensourcednetwork Sources: “Obscurity and Privacy” https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2439866 “Modern Face Recognition with Deep Learning” https://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78 “Face Recognition and Privacy in the Age of Augmented Reality” https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3305312 Megapixels https://megapixels.cc/about/ “FBI, ICE find state driver’s license photos are a gold [More]
Professor Stuart Russell, one of the world’s leading scientists in Artificial Intelligence, has come to consider his own discipline an existential threat to humanity. In this video he talks about how we can change course before it’s too late. His new book ‘Human Compatible: AI and the Problem of Control’ is out now: https://www.penguin.co.uk/books/307/307948/human-compatible/9780141987507.html Watch full 41min interview on Ai: ► https://www.patreon.com/posts/45684565 Join the Future of Journalism ► https://www.patreon.com/DoubleDownNews Support DDN ► https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=TLXUE9P9GA9ZC&source=url
Robots and technologies of the future: Top 10 cool startups from Japan. Technologies of the future. The coolest robots. Japan is one of the leaders in robotics and today we will talk about the top 10 coolest robots and technologies created by startups in the Land of the Rising Sun + bonus – the new robot Toyota! In this issue: 1. Connected Robotics – standalone machines: robot chef and robot ice cream maker. 2. Preferred Networks – artificial intelligence and deep training. 3. Softbank Robotics – humanoid robots NAO, Romeo and Pepper. Recall that Boston Dynamics is also owned by Softbank Corporation. And what Atlas from Boston Dynamics can do, see our hint in this issue. 4. PARO Therapeutic is an interactive robot companion. 5. Telexistence Inc. – robot avatar. 6. PLEN Robotics – portable robot assistant The Cube. 7. Ascent Robotics – software and artificial intelligence for autonomous cars and drones. 8. ZMP – robots for a warehouse. 9. LifeRobotics – industrial robots. 10. Mujin – controllers for robots. #prorobots #technology #roboticsnews PRO Robots is not just a channel about robots and future technologies, we are interested in science, technology, new technologies and robotics in all its manifestations, science news, technology news today, science and technology news 2020, so that in the future it will be possible to expand future release topics. Today, our vlog just talks about complex things, follows the tech news, makes reviews of exhibitions, conferences and events, where the main characters are best robots in [More]
Part two of my hands on tutorial series on Ethereum. In the first video we installed Geth – in this one we actually get our hands dirty and start using it. We are just creating a private local ethereal network – with two nodes – I show how to initialise a new blockchain from a sample genesis block, how to start the javascript console and some basic commands to get you started. I start a miner, show the block height increasing and that the blockchain is being communicated across both separate nodes. This is intended to be a very hands on tutorial so please follow along. ______________________________________________________________ Here is the script from the session. NOTE angle brackets i.e. the GREATER THAN SYMBOL are not allowed in the description so I’ve replaced with &gt – you need to replace with the GREATER THAN symbol when running the command 0. Set up the environment cd ~ mkdir ethereum echo ‘export ethereum_home=/Users/mattthomas/ethereum’ (double right arrow) ~/.bash_profile ~/.bash_profile cd ethereum vi $ethereum_home/genesis.json (pasre this with cmd v in edit mode) { “nonce”: “0x0000000000000042”, “timestamp”: “0x0”, “parentHash”: “0x0000000000000000000000000000000000000000000000000000000000000000”, “extraData”: “0x0”, “gasLimit”: “0x8000000”, “difficulty”: “0x400”, “mixhash”: “0x0000000000000000000000000000000000000000000000000000000000000000”, “coinbase”: “0x3333333333333333333333333333333333333333”, “alloc”: { } } Save with esc !wq 1. initialise the block geth –datadir “$ethereum_home/youtube1” init “$ethereum_home/genesis.json” 2. start the console geth –datadir “$ethereum_home/chain5” console 2 &gt console.log 3.create a 2nd node geth –datadir “$ethereum_home/youtube1-a” init “$ethereum_home/genesis.json” 4. Start on a different port and specify networkid geth –datadir “$ethereum_home/youtube1-a” –port 30304 –nodiscover –networkid 1234 console 2 &gt [More]
Check out Evan’s new book, Built to Serve, athttps://www.evancarmichael.com/vip In today’s video learn the best lessons of billionairesfrom Elon Musk, Bill Gates, Mark Cuban and more! You’ll get expert advice on how to expect success, understand the customer, diversify, be obsessed, don’t waste money, use your disadvantages to succeed and focus. ★CHANGE YOUR LIFE IN 30 DAYS★ Evan has personally picked the 30 messages you need to hear to change your life in 30 days. Sign Up Now for FREE! You get a video emailed to you daily, his #BestLife30 roadmap, and bonus worksheets to guide you towards finally living your best life! https://believe.evancarmichael.com/bestlife30 ★ RECOMMENDED VIDEOS FOR YOU ★ • 7 Best LESSONS From Elon Musk, Warren Buffett, Jeff Bezos & Other Billionaires: https://youtu.be/QuPTiW702DA • 7 Best LESSONS From Elon Musk, Oprah Winfrey, Warren Buffett & Other Billionaires: https://youtu.be/1eyjnG-PhG8 • 7 Best LESSONS From Elon Musk, Warren Buffett, Jeff Bezos & Other Billionaires: https://youtu.be/W23Fm5osBZs ✔ SOURCES ✔ https://youtu.be/vDwzmJpI4ioKhan Academy https://youtu.be/5dQ6t7g5VpoStephen Curry https://youtu.be/J2xGBlT0cqYMIT Video Productions https://youtu.be/Ej9Krn57Tq0Grant Cardone https://youtu.be/qlxIyvvGmLMNYU Stern https://youtu.be/vrZoRNSQSPwFox Business https://youtu.be/jeOWjeY7XOMTom Bilyeu https://youtu.be/3TqeOuEdUckFortune Magazine #BelieveLife theme song by Teeklef: https://instagram.com/teeklef ❤ HELP TRANSLATE THIS VIDEO ❤ If you loved this video, help people in other countries enjoy it too by making captions for it. Spread the love and impact. https://www.youtube.com/timedtext_video?v=hA9sibMM8q8 ⚑ SUBSCRIBE TO MY CHANNEL ⚑ If you want to do great things you need to have a great environment. Create one by subbing and watching daily. http://www.youtube.com/subscription_center?add_user=Modelingthemasters ¿ COMMON QUESTIONS ¿ • What is #BTA?: https://www.youtube.com/watch?v=BsY8bmTUVP8 • How do I [More]
How can the physical universe give rise to a mind? I suggest to replace this confusing question by another one: what kind of information processing system is the mind, and how is the mind computed? As we will see, even our ideas of the physical universe turn out to be computational. Let us explore some fascinating scenery of the philosophy underlying Artificial Intelligence. Talk presented at the 31st Chaos Communication Congress in Hamburg, December 2014 (English version)
In today’s video learn the best lessons of billionaires from Elon Musk, Bill Gates, Mark Cuban and more! You’ll get expert advice on how to experiment, be persuasive, love what you do, get some haters, be disruptive, keep experimenting and play it smart. ★CHANGE YOUR LIFE IN 30 DAYS★ Evan has personally picked the 30 messages you need to hear to change your life in 30 days. Sign Up Now for FREE! You get a video emailed to you daily, his #BestLife30 roadmap, and bonus worksheets to guide you towards finally living your best life! https://believe.evancarmichael.com/bestlife30 ★★★ UNSTOPPABLE CONFIDENCE ★★★ Get a FREE video every morning to help you build your confidence for the next 254 days. Find out here: http://evancarmichael.com/254 ★★★ SELF-LOVE TRAINING ★★★ Get a FREE video every morning for the next 254 days to train yourself how to have more self-love. Find out here: https://evancarmichael.com/254 ★ RECOMMENDED VIDEOS FOR YOU ★ • 7 Best LESSONS From Elon Musk, Oprah Winfrey, Warren Buffett & Other Billionaires: https://youtu.be/1eyjnG-PhG8 • 7 Best LESSONS From Elon Musk, Warren Buffett, Jeff Bezos & Other Billionaires: https://youtu.be/W23Fm5osBZs • 7 Best LESSONS From Elon Musk, Warren Buffett, Jeff Bezos & Other Billionaires | #BelieveLife: https://youtu.be/-aZMg6SzyKA ✔ SOURCES ✔ https://youtu.be/NSzdCAt8phE Air Force Association https://youtu.be/AHHwXUm3iIg Computer History Museum https://youtu.be/-PYffdGJw8Q The Economic Club of Washington, D.C. https://youtu.be/–Eu64Sfadc Grant Cardone https://youtu.be/Mh3NYNSpsdg Lewis Howes https://youtu.be/5DJaWWwITRM USC https://youtu.be/qlxIyvvGmLM NYU Stern https://youtu.be/-X2K9EV4MDA Success Resources America #BelieveLife theme song by Teeklef: https://instagram.com/teeklef ❤ HELP TRANSLATE THIS VIDEO ❤ If you loved this [More]
Ever wondered how to take a photo from a galaxy which is millions of light-years away? Lean back and enjoy the beauty of our universe… #TXGroup #SDSC #ETHZ #EPFL #TXConference #TXConference2020 https://conf.tx.group/ https://tx.group/en/ https://datascience.ch/ https://www.linkedin.com/company/tx-group-ag/ https://www.linkedin.com/company/tx-markets/ https://www.instagram.com/we_are_tx.group/ TX | Conference is the yearly digital exchange conference focused on Marketing, Product and Technology within TX Group AG. This year the TX | Conference has transcended physical reality into the Metaverse! TX Group is a network of media and platforms offering information, orientation, entertainment and services to over 80 percent of the Swiss population every day.
At our #FutureSeminar on Practical Machine Learning and AI, MicroSemi, a Microchip company, will be demonstrating the PolarFire board. This mid-range FPGA is the industry’s lowest power solution with exceptional security and reliability. We’ll use the Future Avalanche platform to demonstrate deep learning and highlight the benefits of FPGA for machine learning. For locations and to sign up, click here: https://www.futureelectronics.com/resources/events/practical-machine-learning-and-ai-seminar?loc=2
Artificial Intelligence (AI) will be pervasive. RSA Conference 2018 explored the current role — and future — of AI in governmental systems. What happens when AI systems disrupt critical defense systems of nation states? What happens when you meld the AI systems with human systems? The Question: how do we predict the unpredictable? We have an opportunity to push for more research in AI. Looking for more, here’s all of the 2018 video content: https://www.rsaconference.com/videos?conference=25&keywords=&page=1
X.ai is an NYC based artificial intelligence company that’s raised over $30 million. I sat down with the founder Dennis Mortensen to learn more about how they’re positioning and selling the product to the enterprise. Talking to him got me super curious about the rise of artificial intelligence, and I hope this interview does similar for you. SUBSCRIBE for more videos like this: http://youtube.com/alxberman?sub_confirmation=1 START OR GROW YOUR BUSINESS: http://Email10k.com ONE ON ONE MENTORSHIP: http://220Coaching.com FREE DOWNLOADS: https://linktr.ee/email10K /// R E S O U R C E S Get the sales and service agreement we use to close business (free client contract template) [$1,000 value]: http://email10k.com/contract Get the actual questions we use to qualify clients on the first call: http://email10k.com/discovery Get the proposal template you can use to sell 5 and 6 figure deals: http://email10k.com/proposal — __ /// MORE FROM ALEX Subscribe for more content like this: https://www.youtube.com/user/alxberman?sub_confirmation=1 __ /// BUSINESS INQUIRIES: For sponsorships you can reach us at: ABermanManagement@gmail.com
Robot Exhibition in Beijing: the coolest robots from China 2020. Robot Exhibition 2020. The newest and coolest robots and amazing technologies of the future. Incredible robots and gadgets in China. News of technology. China International Services Trade Fair CIFTIS 2020 this year was the first major event in China since the beginning of the pandemic. And the real sensation was the robot exhibition grounds. 1. CANBOT – robot cooker 2. Robot barista from Orion Star Technology 3. Qualcomm’s barista robot is based on industrial manipulators 4. robot with six legs, created by researchers from Shanghai Jiaotong University 5. Unitree Robotics – A1 robot and robot Laikago 6. Deep Robotics brought its four-legged robot: robot Jueying Pro 7. UBTECH company has brought three of its best robots at once: humanoid Walker robot / portable Alpha Mini robot / cloud intelligent service robot CRUZR 8. Robot administrator 9. Xinsong brought smart robotic equipment for rehabilitation 10 Canbot – medical robot 11. Root “Nurse” – medical robot 12. Chinese robot Pong 13. robot artist Saidaqian painted portraits 14. ZHZ TD220, a Chinese multifunctional drone 15, The Institute of Vehicles and Transportation of Tsinghua University presented 6 unmanned vehicles 17.High-tech giant ABB demonstrated 2 super capabilities of its YuMi robot 18. Bionic fish robots were swimming in swimming pools 19. robodogs from Ghost Robotics Robot dog, robot bartender, robot barista, medical robots, robots cooks, industrial, service, humanoid and robotic animals. Which is the coolest robot 2020? All the most interesting and new robots in [More]
Artificial Superintelligence or ASI, sometimes referred to as digital superintelligence is the advent of a hypothetical agent that possesses intelligence far surpassing that of the smartest and most gifted human minds. AI is a rapidly growing field of technology with the potential to make huge improvements in human wellbeing. However, the development of machines with intelligence vastly superior to humans will pose special, perhaps even unique risks. Most surveyed AI researchers expect machines to eventually be able to rival humans in intelligence, though there is little consensus on when or how this will happen. One only needs to accept three basic assumptions to recognize the inevitability of superintelligent AI: – Intelligence is a product of information processing in physical systems. – We will continue to improve our intelligent machines. – We do not stand on the peak of intelligence or anywhere near it. Philosopher Nick Bostrom expressed concern about what values a superintelligence should be designed to have. Any type of AI superintelligence could proceed rapidly to its programmed goals, with little or no distribution of power to others. It may not take its designers into account at all. The logic of its goals may not be reconcilable with human ideals. The AI’s power might lie in making humans its servants rather than vice versa. If it were to succeed in this, it would “rule without competition under a dictatorship of one”. Elon Musk has also warned that the global race toward AI could result in a third world war. [More]