title
Top 10 Applications Of Artificial Intelligence in 2021 | Artificial Intelligence Training | Edureka

description
** Machine Learning Masters Program: https://www.edureka.co/masters-program/machine-learning-engineer-training ** This Edureka session on Applications Of Artificial Intelligence in 2021 will help you understand how AI is impacting various domains such as banking, marketing, healthcare and so on. Following are the topics covered in this video: 0:52 AI In Artificial Creativity 2:06 AI In Social Media 3:16 AI In Chatbots 4:29 AI In Autonomous Vehicles 6:08 AI In Space Exploration 7:06 AI In Gaming 8:43 AI In Banking & Finance 10:33 AI In Agriculture 11:53 AI In Healthcare 12:55 AI In Marketing Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV ------------------------------------------------------------------------------------ Instagram: https://www.instagram.com/edureka_learning/ Slideshare: https://www.slideshare.net/EdurekaIN/ Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka ------------------------------------------------------------------------------------ About the Masters Program Edureka’s Machine Learning Certification Training using Python helps you gain expertise in various machine learning algorithms such as regression, clustering, decision trees, random forest, Naïve Bayes and Q-Learning. This Machine Learning using Python Training exposes you to concepts of Statistics, Time Series and different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. Throughout the Data Science Certification Course, you’ll be solving real-life case studies on Media, Healthcare, Social Media, Aviation, HR. ------------------------------------------------------------------------------- Why Go for this Course? Data Science is a set of techniques that enables the computers to learn the desired behavior from data without explicitly being programmed. It employs techniques and theories drawn from many fields within the broad areas of mathematics, statistics, information science, and computer science. This course exposes you to different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. This course imparts you the necessary skills like data pre-processing, dimensional reduction, model evaluation and also exposes you to different machine learning algorithms like regression, clustering, decision trees, random forest, Naive Bayes and Q-Learning --------------------------------------------------------------------------------- Who should go for this course? Edureka’s Python Machine Learning Certification Course is a good fit for the below professionals: Developers aspiring to be a ‘Machine Learning Engineer' Analytics Managers who are leading a team of analysts Business Analysts who want to understand Machine Learning (ML) Techniques Information Architects who want to gain expertise in Predictive Analytics 'Python' professionals who want to design automatic predictive models ------------------------------------------------------------------------------------------------ Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775 (toll-free)

detail
{'title': 'Top 10 Applications Of Artificial Intelligence in 2021 | Artificial Intelligence Training | Edureka', 'heatmap': [{'end': 79.064, 'start': 56.088, 'weight': 0.787}, {'end': 181.987, 'start': 91.239, 'weight': 0.785}, {'end': 229.101, 'start': 203.785, 'weight': 0.746}, {'end': 291.243, 'start': 277.473, 'weight': 0.771}, {'end': 688.332, 'start': 663.444, 'weight': 0.847}, {'end': 753.878, 'start': 721.989, 'weight': 0.753}], 'summary': "Covers the positive impact of ai across industries, citing musenet as an example in music, and also discusses ai's diverse applications including wordsmith's 1.5 billion daily content production, twitter's hate speech identification, and hdfc bank's chatbot handling over three million customer queries.", 'chapters': [{'end': 100.824, 'segs': [{'end': 37.742, 'src': 'embed', 'start': 11.283, 'weight': 1, 'content': [{'end': 16.507, 'text': 'A lot of us are paranoid about how artificial intelligence might negatively impact our lives.', 'start': 11.283, 'duration': 5.224}, {'end': 20.13, 'text': 'However, the present picture is thankfully more positive.', 'start': 17.188, 'duration': 2.942}, {'end': 21.291, 'text': 'Hi everyone.', 'start': 20.59, 'duration': 0.701}, {'end': 26.715, 'text': "I'm Zuleika from Edureka and I welcome you to this session on artificial intelligence applications.", 'start': 21.311, 'duration': 5.404}, {'end': 33.761, 'text': "I'll be discussing how AI has impacted various fields like marketing finance gaming agriculture and so on.", 'start': 27.276, 'duration': 6.485}, {'end': 35.741, 'text': 'This will be a top 10 series.', 'start': 34.321, 'duration': 1.42}, {'end': 37.742, 'text': 'So make sure you stick till the end.', 'start': 36.162, 'duration': 1.58}], 'summary': 'Ai has positive impact across marketing, finance, gaming, agriculture, etc. top 10 series.', 'duration': 26.459, 'max_score': 11.283, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s11283.jpg'}, {'end': 79.064, 'src': 'heatmap', 'start': 56.088, 'weight': 0.787, 'content': [{'end': 63.19, 'text': 'Now, have you ever wondered what would happen if an artificially intelligent machine tried to create music and art?', 'start': 56.088, 'duration': 7.102}, {'end': 65.998, 'text': "Here's a short audio clip of a classical piece.", 'start': 63.777, 'duration': 2.221}, {'end': 79.064, 'text': 'So this short audio was composed by an AI-based system called Musenet.', 'start': 74.502, 'duration': 4.562}], 'summary': 'Ai system musenet composes a short classical audio clip.', 'duration': 22.976, 'max_score': 56.088, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s56088.jpg'}, {'end': 100.824, 'src': 'embed', 'start': 79.733, 'weight': 0, 'content': [{'end': 90.559, 'text': 'Now. MuseNet is a deep neural network that can generate four-minute musical compositions with 10 different instruments and can combine styles from country to Mozart and to the Beatles.', 'start': 79.733, 'duration': 10.826}, {'end': 98.643, 'text': 'MuseNet was not explicitly programmed with an understanding of music, but instead it discovered patterns of harmony,', 'start': 91.239, 'duration': 7.404}, {'end': 100.824, 'text': 'rhythm and style by learning on its own.', 'start': 98.643, 'duration': 2.181}], 'summary': 'Musenet generates 4-minute musical compositions with 10 instruments and various styles from country to mozart and the beatles.', 'duration': 21.091, 'max_score': 79.733, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s79733.jpg'}], 'start': 11.283, 'title': 'Ai impact across industries', 'summary': 'Explores the positive impact of ai on music, art, marketing, finance, gaming, and agriculture, citing musenet as an example, which generates musical compositions with 10 instruments and various styles.', 'chapters': [{'end': 100.824, 'start': 11.283, 'title': 'Ai impact across industries', 'summary': 'Explores the positive impact of artificial intelligence (ai) on various fields such as music, art, marketing, finance, gaming, and agriculture, highlighting the example of musenet, an ai-based system that can generate four-minute musical compositions with 10 different instruments and various music styles.', 'duration': 89.541, 'highlights': ['MuseNet, an AI-based system, can generate four-minute musical compositions with 10 different instruments and various music styles, without being explicitly programmed with an understanding of music.', 'The AI impact spans across fields like marketing, finance, gaming, and agriculture, reflecting the positive influence of AI in various industries.', "The session is a part of a top 10 series, emphasizing the significance of AI applications and encouraging viewers to stay updated on trending technologies by subscribing to Edureka's YouTube channel."]}], 'duration': 89.541, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s11283.jpg', 'highlights': ['MuseNet, an AI-based system, generates four-minute musical compositions with 10 instruments and various music styles.', "AI's positive impact spans across marketing, finance, gaming, and agriculture, reflecting its influence in various industries.", 'The session emphasizes the significance of AI applications and encourages viewers to stay updated on trending technologies.']}, {'end': 513.017, 'segs': [{'end': 149.402, 'src': 'embed', 'start': 101.624, 'weight': 0, 'content': [{'end': 107.087, 'text': 'Another creative product of artificial intelligence is a content automation tool called Wordsmith.', 'start': 101.624, 'duration': 5.463}, {'end': 114.143, 'text': 'Wordsmith is a natural language generation platform that can transform your data into insightful narratives.', 'start': 107.777, 'duration': 6.366}, {'end': 123.972, 'text': 'Tech giants such as Yahoo, Microsoft, and Tableau are using Wordsmith to generate around 1.5 billion pieces of content every day.', 'start': 114.663, 'duration': 9.309}, {'end': 128.048, 'text': "Let's move on to our next field, which is AI in social media.", 'start': 124.585, 'duration': 3.463}, {'end': 137.755, 'text': "Now, ever since social media has become our identity, we've been generating an immeasurable amount of data through chats, tweets, posts, and so on.", 'start': 128.568, 'duration': 9.187}, {'end': 143.119, 'text': "And whenever there's an abundance of data, AI and machine learning are always involved.", 'start': 138.235, 'duration': 4.884}, {'end': 149.402, 'text': 'In social media platforms like Facebook, artificial intelligence is used for face verification.', 'start': 143.659, 'duration': 5.743}], 'summary': 'Wordsmith generates 1.5 billion pieces of content daily for tech giants. ai is used in social media for face verification.', 'duration': 47.778, 'max_score': 101.624, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s101624.jpg'}, {'end': 193.518, 'src': 'embed', 'start': 168.274, 'weight': 2, 'content': [{'end': 175.361, 'text': "Another such example is Twitter's AI which is being used to identify hate speech and terroristic language in tweets.", 'start': 168.274, 'duration': 7.087}, {'end': 181.987, 'text': 'It makes use of machine learning deep learning and natural language processing to filter out offensive content.', 'start': 176.021, 'duration': 5.966}, {'end': 193.518, 'text': 'According to a recent survey, the company discovered and banned 300, 000 terroristic linked accounts, 95% of which were found by non-human,', 'start': 182.731, 'duration': 10.787}], 'summary': "Twitter's ai detected and banned 300,000 terroristic-linked accounts, with 95% found by non-human methods.", 'duration': 25.244, 'max_score': 168.274, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s168274.jpg'}, {'end': 231.762, 'src': 'heatmap', 'start': 203.785, 'weight': 0.746, 'content': [{'end': 207.508, 'text': 'Almost every household has a virtual assistant that controls the home.', 'start': 203.785, 'duration': 3.723}, {'end': 214.77, 'text': 'A few examples include Siri Cortana, which are gaining popularity because of the user experience they provide.', 'start': 208.028, 'duration': 6.742}, {'end': 221.793, 'text': "Amazon's Echo is an example of how AI can be used to translate human language into desirable actions.", 'start': 215.351, 'duration': 6.442}, {'end': 229.101, 'text': 'This device uses speech recognition and natural language processing to perform a wide range of tasks on your command.', 'start': 222.538, 'duration': 6.563}, {'end': 231.762, 'text': 'It can do more than just play your favorite songs.', 'start': 229.541, 'duration': 2.221}], 'summary': "Virtual assistants like siri, cortana, and amazon's echo are popular due to user experience and ai capabilities.", 'duration': 27.977, 'max_score': 203.785, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s203785.jpg'}, {'end': 267.713, 'src': 'embed', 'start': 239.385, 'weight': 3, 'content': [{'end': 241.386, 'text': 'check the weather conditions and so on.', 'start': 239.385, 'duration': 2.001}, {'end': 249.709, 'text': "Another example is a newly released Google's virtual assistant called Google Duplex that has astonished millions of people.", 'start': 242.046, 'duration': 7.663}, {'end': 253.925, 'text': 'Not only can it respond to calls and book appointments for you.', 'start': 250.663, 'duration': 3.262}, {'end': 255.746, 'text': 'It adds a human touch.', 'start': 254.425, 'duration': 1.321}, {'end': 264.491, 'text': 'It uses natural language processing and machine learning algorithms to process human language and perform tasks such as manage your schedule,', 'start': 256.346, 'duration': 8.145}, {'end': 267.713, 'text': 'control your smart home, make reservations and so on.', 'start': 264.491, 'duration': 3.222}], 'summary': 'Google duplex, a virtual assistant, uses natural language processing and machine learning to perform various tasks like managing schedules and making reservations.', 'duration': 28.328, 'max_score': 239.385, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s239385.jpg'}, {'end': 309.463, 'src': 'heatmap', 'start': 277.473, 'weight': 0.771, 'content': [{'end': 282.557, 'text': 'The development of autonomous vehicles will definitely revolutionize the transportation system.', 'start': 277.473, 'duration': 5.084}, {'end': 291.243, 'text': 'Companies like Waymo conducted several test drives in Phoenix before deploying their first AI-based public ride-hailing service.', 'start': 283.037, 'duration': 8.206}, {'end': 296.987, 'text': "The artificial intelligence system collects data from the vehicle's radar, cameras,", 'start': 291.843, 'duration': 5.144}, {'end': 301.791, 'text': 'GPS and cloud services to produce control signals that operate the vehicle.', 'start': 296.987, 'duration': 4.804}, {'end': 309.463, 'text': "Advanced deep learning algorithms can accurately predict what objects in the vehicle's vicinity are likely to do.", 'start': 302.478, 'duration': 6.985}], 'summary': 'Autonomous vehicles to revolutionize transportation; waymo tests ai ride-hailing in phoenix.', 'duration': 31.99, 'max_score': 277.473, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s277473.jpg'}, {'end': 328.515, 'src': 'embed', 'start': 302.478, 'weight': 4, 'content': [{'end': 309.463, 'text': "Advanced deep learning algorithms can accurately predict what objects in the vehicle's vicinity are likely to do.", 'start': 302.478, 'duration': 6.985}, {'end': 313.325, 'text': 'This makes Waymo cars much more effective and safer.', 'start': 310.063, 'duration': 3.262}, {'end': 318.168, 'text': 'Another famous example of autonomous vehicles are Tesla self-driving cars.', 'start': 313.845, 'duration': 4.323}, {'end': 320.63, 'text': 'AI implements computer vision,', 'start': 318.769, 'duration': 1.861}, {'end': 328.515, 'text': 'image detection and deep learning to build cars that can automatically detect objects and drive around without human intervention.', 'start': 320.63, 'duration': 7.885}], 'summary': "Advanced deep learning algorithms improve waymo cars' safety and effectiveness, while tesla implements ai for autonomous driving.", 'duration': 26.037, 'max_score': 302.478, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s302478.jpg'}, {'end': 414.998, 'src': 'embed', 'start': 388.849, 'weight': 5, 'content': [{'end': 399.518, 'text': 'astronomers use artificial intelligence to go through years of data obtained by the Kepler telescope in order to identify a distant eight planet solar system.', 'start': 388.849, 'duration': 10.669}, {'end': 402.672, 'text': 'This was accomplished by using AI technology.', 'start': 400.131, 'duration': 2.541}, {'end': 410.296, 'text': "Artificial intelligence is also being used for NASA's next rover mission to Mars, which is the Mars 2020 rover.", 'start': 403.213, 'duration': 7.083}, {'end': 414.998, 'text': 'The Aegis, which is an AI-based Mars rover, is already on the Red Planet.', 'start': 410.736, 'duration': 4.262}], 'summary': 'Ai identifies distant eight-planet solar system. ai used for mars 2020 rover and aegis on mars.', 'duration': 26.149, 'max_score': 388.849, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s388849.jpg'}, {'end': 467.515, 'src': 'embed', 'start': 440.795, 'weight': 6, 'content': [{'end': 445.022, 'text': "I'm sure all of you have heard of DeepMind's AI-based AlphaGo software.", 'start': 440.795, 'duration': 4.227}, {'end': 454.034, 'text': "DeepMind's AI-based AlphaGo software, which is known for defeating Lee Sedol, the world champion in the game of Go,", 'start': 445.749, 'duration': 8.285}, {'end': 459.857, 'text': 'is considered to be one of the most significant accomplishments in the field of artificial intelligence.', 'start': 454.034, 'duration': 5.823}, {'end': 467.515, 'text': 'Shortly after the victory, DeepMind created an advanced version of AlphaGo called the AlphaGo Zero,', 'start': 460.629, 'duration': 6.886}], 'summary': "Deepmind's alphago defeated world champion, leading to creation of alphago zero.", 'duration': 26.72, 'max_score': 440.795, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s440795.jpg'}], 'start': 101.624, 'title': "Ai's diverse applications", 'summary': "Explores ai's applications in content generation, with wordsmith's production of 1.5 billion daily pieces, and its role in social media platforms like facebook. it also delves into ai's diverse applications across social media, virtual assistants, autonomous vehicles, space exploration, and gaming, with examples including twitter's hate speech identification and deepmind's alphago in the gaming industry.", 'chapters': [{'end': 167.292, 'start': 101.624, 'title': 'Ai in content generation and social media', 'summary': "Discusses the use of ai in content generation, highlighting wordsmith's ability to produce 1.5 billion pieces of content daily and the application of ai in social media platforms like facebook for face verification and personalized feed design.", 'duration': 65.668, 'highlights': ['Wordsmith can generate around 1.5 billion pieces of content every day, utilized by tech giants such as Yahoo, Microsoft, and Tableau for content automation.', 'AI in social media platforms like Facebook is employed for face verification using machine learning and deep learning concepts to detect facial features and tag friends, and to design personalized feeds based on user interests using machine learning algorithms.']}, {'end': 513.017, 'start': 168.274, 'title': 'Ai applications across various fields', 'summary': "Explores the diverse applications of ai across fields such as social media, virtual assistants, autonomous vehicles, space exploration, and gaming, with examples including twitter's ai identifying hate speech, amazon's echo and google duplex as virtual assistants, waymo and tesla in autonomous vehicles, ai in space exploration for analyzing vast amounts of data, and deepmind's alphago in the gaming industry.", 'duration': 344.743, 'highlights': ["Twitter's AI identifying hate speech and terroristic language in tweets Twitter's AI utilizes machine learning, deep learning, and natural language processing to identify and ban 300,000 terroristic linked accounts, 95% of which were found by non-human, artificially intelligent machines.", "Amazon's Echo and Google Duplex as virtual assistants Amazon's Echo and Google Duplex utilize speech recognition and natural language processing to perform tasks such as controlling devices, making reservations, and managing schedules, showcasing the increasing popularity of virtual assistants.", 'Waymo and Tesla in autonomous vehicles Waymo conducts test drives and utilizes advanced deep learning algorithms for autonomous vehicles, while Tesla implements computer vision and deep learning for self-driving cars and autopilot features, with the goal of having fully self-driving cars ready by the end of the year.', "AI in space exploration for analyzing vast amounts of data Astronomers use artificial intelligence to process data from space expeditions, such as identifying a distant eight planet solar system using AI technology and implementing AI in NASA's Mars 2020 rover for autonomous targeting of cameras on Mars.", "DeepMind's AlphaGo in the gaming industry DeepMind's AlphaGo and AlphaGo Zero represent significant accomplishments in the gaming industry, with AlphaGo defeating the world champion in the game of Go and AlphaGo Zero teaching itself to master the game, showcasing the integration of AI in gaming."]}], 'duration': 411.393, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s101624.jpg', 'highlights': ['Wordsmith can generate around 1.5 billion pieces of content every day, utilized by tech giants such as Yahoo, Microsoft, and Tableau for content automation.', 'AI in social media platforms like Facebook is employed for face verification using machine learning and deep learning concepts to detect facial features and tag friends, and to design personalized feeds based on user interests using machine learning algorithms.', "Twitter's AI identifying hate speech and terroristic language in tweets Twitter's AI utilizes machine learning, deep learning, and natural language processing to identify and ban 300,000 terroristic linked accounts, 95% of which were found by non-human, artificially intelligent machines.", "Amazon's Echo and Google Duplex as virtual assistants Amazon's Echo and Google Duplex utilize speech recognition and natural language processing to perform tasks such as controlling devices, making reservations, and managing schedules, showcasing the increasing popularity of virtual assistants.", 'Waymo and Tesla in autonomous vehicles Waymo conducts test drives and utilizes advanced deep learning algorithms for autonomous vehicles, while Tesla implements computer vision and deep learning for self-driving cars and autopilot features, with the goal of having fully self-driving cars ready by the end of the year.', "AI in space exploration for analyzing vast amounts of data Astronomers use artificial intelligence to process data from space expeditions, such as identifying a distant eight planet solar system using AI technology and implementing AI in NASA's Mars 2020 rover for autonomous targeting of cameras on Mars.", "DeepMind's AlphaGo in the gaming industry DeepMind's AlphaGo and AlphaGo Zero represent significant accomplishments in the gaming industry, with AlphaGo defeating the world champion in the game of Go and AlphaGo Zero teaching itself to master the game, showcasing the integration of AI in gaming."]}, {'end': 926.615, 'segs': [{'end': 574.194, 'src': 'embed', 'start': 532.671, 'weight': 0, 'content': [{'end': 537.654, 'text': 'Machines are great at this because they can crunch a huge amount of data in a short span.', 'start': 532.671, 'duration': 4.983}, {'end': 544.537, 'text': 'Machines can also learn to observe patterns in past data and predict how these patterns might repeat in the future.', 'start': 538.194, 'duration': 6.343}, {'end': 553.582, 'text': "An example of this is Japan's leading brokerage house, Nomura Securities, which has reluctantly been pursuing one goal, that is,", 'start': 545.057, 'duration': 8.525}, {'end': 558.264, 'text': 'to analyze the insights of experienced stock traders with the help of computers.', 'start': 553.582, 'duration': 4.682}, {'end': 563.726, 'text': 'So after years of research Nomura is set to introduce a new stock trading system.', 'start': 559.102, 'duration': 4.624}, {'end': 571.392, 'text': 'The new system stores a vast amount of price and trading data in its computer by tapping into this database of information.', 'start': 564.226, 'duration': 7.166}, {'end': 572.953, 'text': 'It will make assessments.', 'start': 571.892, 'duration': 1.061}, {'end': 574.194, 'text': 'For example,', 'start': 573.474, 'duration': 0.72}], 'summary': 'Nomura securities uses machines to analyze stock trading insights, leading to a new stock trading system.', 'duration': 41.523, 'max_score': 532.671, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s532671.jpg'}, {'end': 616.555, 'src': 'embed', 'start': 592.724, 'weight': 2, 'content': [{'end': 601.028, 'text': 'A lot of banks have already adopted artificial intelligence-based systems to provide customer support, detect anomalies, and credit card frauds.', 'start': 592.724, 'duration': 8.304}, {'end': 603.93, 'text': 'An example of this is HDFC Bank.', 'start': 601.588, 'duration': 2.342}, {'end': 610.753, 'text': 'HDFC Bank has deployed an AI-based chatbot called EVA, which stands for Electronic Virtual Assistant.', 'start': 604.45, 'duration': 6.303}, {'end': 616.555, 'text': 'Since its launch, Eva has addressed over three million customer queries,', 'start': 611.63, 'duration': 4.925}], 'summary': 'Banks like hdfc have deployed ai chatbots, with eva addressing over 3m customer queries.', 'duration': 23.831, 'max_score': 592.724, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s592724.jpg'}, {'end': 663.444, 'src': 'embed', 'start': 638.416, 'weight': 3, 'content': [{'end': 645.88, 'text': "The world will need to produce 50% more food by 2050 because we're literally eating up everything.", 'start': 638.416, 'duration': 7.464}, {'end': 650.382, 'text': 'The only way this can be possible is if we use resources more carefully.', 'start': 646.4, 'duration': 3.982}, {'end': 658.606, 'text': 'With that being said, artificial intelligence can help farmers get more from the land while using resources more sustainably.', 'start': 650.782, 'duration': 7.824}, {'end': 663.444, 'text': 'Blue River technology has developed a robot called see and spray,', 'start': 659.238, 'duration': 4.206}], 'summary': "By 2050, 50% more food needed; ai helps sustainably use resources; blue river's see-and-spray robot developed.", 'duration': 25.028, 'max_score': 638.416, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s638416.jpg'}, {'end': 688.332, 'src': 'heatmap', 'start': 663.444, 'weight': 0.847, 'content': [{'end': 669.273, 'text': 'which uses computer vision technologies like object detection to monitor and precisely spray.', 'start': 663.444, 'duration': 5.829}, {'end': 671.396, 'text': 'we decide on cotton plants.', 'start': 669.273, 'duration': 2.123}, {'end': 674.14, 'text': 'precision spraying can help prevent herbicide resistance.', 'start': 671.396, 'duration': 2.744}, {'end': 675.641, 'text': 'Apart from this,', 'start': 674.64, 'duration': 1.001}, {'end': 688.332, 'text': 'the Berlin-based agriculture tech startup called PEAT has developed an application called Plantix that identifies potential defects and nutrient deficiencies in soil by using images.', 'start': 675.641, 'duration': 12.691}], 'summary': "Computer vision technology for precision spraying on cotton plants; peat's plantix app identifies soil issues with images.", 'duration': 24.888, 'max_score': 663.444, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s663444.jpg'}, {'end': 777.391, 'src': 'heatmap', 'start': 721.989, 'weight': 4, 'content': [{'end': 726.555, 'text': 'There are many examples of how AI in healthcare has helped patients all over the world.', 'start': 721.989, 'duration': 4.566}, {'end': 737.006, 'text': "IBM's Watson for Health is helping healthcare organizations apply cognitive technology to unlock vast amounts of health data and power diagnosis.", 'start': 727.382, 'duration': 9.624}, {'end': 741.288, 'text': 'IBM has also developed AI software specifically for medicine.', 'start': 737.706, 'duration': 3.582}, {'end': 747.05, 'text': 'More than 230 healthcare organizations worldwide use IBM Watson technology.', 'start': 741.688, 'duration': 5.362}, {'end': 753.878, 'text': "Google's DeepMind Health is another such example that is working in partnership with clinics,", 'start': 747.814, 'duration': 6.064}, {'end': 757.64, 'text': 'researchers and patients to solve real-world healthcare problems.', 'start': 753.878, 'duration': 3.762}, {'end': 766.225, 'text': 'DeepMind has successfully developed a system that can analyze retinal scans and spot symptoms of sight-threatening eye diseases.', 'start': 758.5, 'duration': 7.725}, {'end': 777.391, 'text': 'The technology combines machine learning and systems neuroscience to build powerful general-purpose learning algorithms into neural networks that mimic the human behavior.', 'start': 766.685, 'duration': 10.706}], 'summary': "Ai in healthcare, ibm's watson & google's deepmind aid 230+ orgs, analyze retinal scans.", 'duration': 55.402, 'max_score': 721.989, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s721989.jpg'}, {'end': 815.189, 'src': 'embed', 'start': 790.667, 'weight': 5, 'content': [{'end': 796.949, 'text': 'but what if an algorithm or a bot is built solely for the purpose of marketing a brand or a company?', 'start': 790.667, 'duration': 6.282}, {'end': 799.05, 'text': 'It would do a pretty awesome job.', 'start': 797.47, 'duration': 1.58}, {'end': 803.352, 'text': "For example, let's consider the recommendations provided by Amazon.", 'start': 799.45, 'duration': 3.902}, {'end': 809.934, 'text': "It's a known fact that 35% of Amazon's revenue is generated by its recommendation engine.", 'start': 803.872, 'duration': 6.062}, {'end': 815.189, 'text': 'Amazon makes use of AI and machine learning to recommend products to their customers.', 'start': 810.547, 'duration': 4.642}], 'summary': "35% of amazon's revenue is generated by its recommendation engine using ai and machine learning.", 'duration': 24.522, 'max_score': 790.667, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s790667.jpg'}], 'start': 513.376, 'title': "Ai's applications in finance and across industries", 'summary': "Explores ai's impact in banking and finance, showcasing nomura securities' new stock trading system and discusses ai's wide-ranging applications in banking, agriculture, healthcare, and marketing, with examples such as hdfc bank's chatbot handling over three million customer queries and ibm's watson for health being utilized by over 230 healthcare organizations.", 'chapters': [{'end': 574.194, 'start': 513.376, 'title': 'Ai in banking and finance', 'summary': 'Discusses the use of artificial intelligence in banking and finance, emphasizing the ability of machines to analyze vast amounts of data and learn from past patterns to predict the future, with a specific example of nomura securities introducing a new stock trading system.', 'duration': 60.818, 'highlights': ['Machines can crunch a huge amount of data in a short span, enabling them to learn from past data and predict future patterns.', 'Nomura Securities is introducing a new stock trading system that stores a vast amount of price and trading data to make assessments.', 'The game design discussed in the beginning prompts players to constantly switch strategies and never sit in the same position.']}, {'end': 926.615, 'start': 574.194, 'title': 'Ai applications across industries', 'summary': "Highlights the extensive use of ai in banking, agriculture, healthcare, and marketing, citing examples such as hdfc bank's chatbot addressing over three million customer queries, blue river's see and spray robot aiding in precision spraying, ibm's watson for health being used by over 230 healthcare organizations, and amazon and netflix using ai for targeted marketing and content recommendations.", 'duration': 352.421, 'highlights': ["HDFC Bank's chatbot EVA has addressed over three million customer queries, interacted with over half a million unique users, and held over a million conversations, providing simple answers in less than 0.4 seconds. The AI-based chatbot EVA's impressive performance in addressing customer queries and providing quick responses, with quantifiable data on the number of queries and users served.", "The need to produce 50% more food by 2050 is addressed by AI in agriculture, with examples such as Blue River's see and spray robot and PEAT's Plantix application achieving pattern detection with an estimated accuracy of up to 95%. AI's role in agriculture to achieve increased food production and resource sustainability, with quantifiable data on the estimated accuracy of pattern detection.", "IBM's Watson for Health is used by over 230 healthcare organizations worldwide, while Google's DeepMind Health has developed a system that can analyze retinal scans and spot symptoms of sight-threatening eye diseases. The widespread usage of IBM's Watson for Health and the development of a system by Google's DeepMind Health to analyze retinal scans, showcasing AI's impact in healthcare.", "Amazon's recommendation engine generates 35% of the company's revenue, while Netflix uses AI to recommend over 75% of the content watched by users. The significant impact of AI on targeted marketing and content recommendations for companies like Amazon and Netflix, with quantifiable data on revenue generation and content recommendation."]}], 'duration': 413.239, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y46zXHvUB1s/pics/Y46zXHvUB1s513376.jpg', 'highlights': ['Machines can crunch a huge amount of data in a short span, enabling them to learn from past data and predict future patterns.', 'Nomura Securities is introducing a new stock trading system that stores a vast amount of price and trading data to make assessments.', "HDFC Bank's chatbot EVA has addressed over three million customer queries, interacted with over half a million unique users, and held over a million conversations, providing simple answers in less than 0.4 seconds.", "The need to produce 50% more food by 2050 is addressed by AI in agriculture, with examples such as Blue River's see and spray robot and PEAT's Plantix application achieving pattern detection with an estimated accuracy of up to 95%.", "IBM's Watson for Health is used by over 230 healthcare organizations worldwide, while Google's DeepMind Health has developed a system that can analyze retinal scans and spot symptoms of sight-threatening eye diseases.", "Amazon's recommendation engine generates 35% of the company's revenue, while Netflix uses AI to recommend over 75% of the content watched by users."]}], 'highlights': ['Wordsmith can generate around 1.5 billion pieces of content every day, utilized by tech giants such as Yahoo, Microsoft, and Tableau for content automation.', "Twitter's AI identifying hate speech and terroristic language in tweets Twitter's AI utilizes machine learning, deep learning, and natural language processing to identify and ban 300,000 terroristic linked accounts, 95% of which were found by non-human, artificially intelligent machines.", "HDFC Bank's chatbot EVA has addressed over three million customer queries, interacted with over half a million unique users, and held over a million conversations, providing simple answers in less than 0.4 seconds.", 'MuseNet, an AI-based system, generates four-minute musical compositions with 10 instruments and various music styles.', "AI's positive impact spans across marketing, finance, gaming, and agriculture, reflecting its influence in various industries.", "Amazon's recommendation engine generates 35% of the company's revenue, while Netflix uses AI to recommend over 75% of the content watched by users."]}