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Data Science in AltexSoft Vlog
Generative AI in Business: 5 Use Cases
Generative AI models can generate original texts, images, videos, and code from existing content. And as you already know, they have colossal potential in life and at work. Here’s what generative AI can do for you and how it’s already being used in business. 0:00 Intro 1:05 Types of Models 4:02 Content Creation and Marketing 5:37 Concept Art and Idea Sharing 6:48 Customer Service 8:14 Software Development 9:28 Operational Tasks 11:32 Generative AI Problems 12:52 Adopting Generative AI in Business Read more about generative AI in our blog: https://www.altexsoft.com/blog/generative-ai/ and https://www.altexsoft.com/blog/ai-image-generation/ [ 1 ] https://www.businessinsider.com/google-engineer-blake-lemoine-artificial-intelligence-chatbot-sentience-2022-7 [ 2 ] https://www.theregister.com/2022/11/11/githubs_copilot_opinion/ https://stablediffusionlitigation.com/ [ 3 ] https://www.smh.com.au/technology/australian-whistleblower-to-test-whether-chatgpt-can-be-sued-for-lying-20230405-p5cy9b.html Learn more about AltexSoft: https://www.altexsoft.com Follow us on LinkedIn: https://www.linkedin.com/company/altexsoft/ Follow us on Facebook: https://www.facebook.com/altexsoft/ Follow us on Twitter: https://twitter.com/AltexSoft Follow us on Instagram: https://www.instagram.com/altexsoftcom/ Music by Epidemicsound.com
Data Streaming, Explained
Marketing teams can track clickstreams to analyze customer behavior, agricultural companies receive real-time data from their combines, and turbine manufacturers pull engine readings midflight. Let's talk about data streaming technologies that make these possible. In this video: 00:00 Intro 00:57 Data analytics pipelines 03:05 Batch messages, explained 03:48 Event messages, explained 04:33 Data streaming pipelines 04:35 Data streaming processor 07:06 Pub/Sub 07:46 Scalability 09:01 Streaming architectures 10:05 Streaming analytics Sources: [ 1 ] https://www.google.com/url?q=https://www.lamag.com/citythinkblog/internet-50-years/%23:~:text%3D%27%2520The%2520first%2520message%2520sent%2520on,Those%2520guys%2520were%2520smart&sa=D&source=docs&ust=1668644725455436&usg=AOvVaw1huHTGtSpAFoH2I__g3hy9 [ 2 ] https://www.google.com/url?q=https://www.quora.com/What-is-the-relation-between-Kafka-the-writer-and-Apache-Kafka-the-distributed-messaging-system/answer/Jay-Kreps&sa=D&source=docs&ust=1668644725456244&usg=AOvVaw3qOnTgvPMGwo5vBCcjHROD #datastreaming #apachekafka #pubsub #dataanalytics Read more in our articles: 1) What is Streaming Analytics: Stream Processing, Data Streaming, and Real-time Analytics https://www.altexsoft.com/blog/real-time-analytics/ 2) Telematics Systems: How Streaming Data Is Used in Transportation https://www.altexsoft.com/blog/telematics-systems-transportation/ 3) Business Intelligence Tools Overview https://www.altexsoft.com/blog/best-bi-tools-comparison/ Learn more about AltexSoft: https://www.altexsoft.com Follow us on LinkedIn: https://www.linkedin.com/company/altexsoft Follow us on Facebook: https://www.facebook.com/altexsoft/ Follow us on Twitter: https://twitter.com/altexsoft Follow us on Instagram: https://www.instagram.com/altexsoftcom/ #datastreaming #dataanalytics #dataanalysis
What is Predictive Maintenance?
In this video we'll have a look at how maintenance has evolved from checking airplanes every 50 hours to detecting failures before they happen and even predicting the time when a machine stops. Let's talk about predictive maintenance 0:00 Waddington effect 1:03 Preventive maintenance 2:46 What’s wrong with preventive maintenance? 4:40 Reliability-centered maintenance 6:15 Condition monitoring 11:30 How real predictive maintenance works 15:29 Hybrid predictive maintenance More about Predictive Maintenance: https://www.altexsoft.com/blog/predictive-maintenance/ https://www.altexsoft.com/blog/fleet-maintenance-preventive-predictive/ Learn more about AltexSoft: https://www.altexsoft.com Follow us on LinkedIn: https://www.linkedin.com/company/altexsoft Follow us on Facebook: https://www.facebook.com/altexsoft/ Follow us on Twitter: https://twitter.com/altexsoft Follow us on Instagram: https://www.instagram.com/altexsoftcom/ Sources: [ 1 ] https://books.google.com.ua/books/about/Public_Needs_and_Private_Pleasures.html?id=rqMGZr4yAkQC&printsec=frontcover&source=kp_read_button&hl=en&redir_esc=y#v=onepage&q&f=false [ 2 ] https://www.scribd.com/document/58676010/Nowlan-Heap-Reliability-Centered-Maintenance-Part1?language_settings_changed=English [ 3 ] https://www.sciencedirect.com/topics/engineering/predictive-maintenance Music in video by EpidemicSound (www.epidemicsound.com) #predictivemaintenance #preventivemaintenance #supervisedlearning #unsupervisedlearning
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