EPISODE · May 19, 2018 · 24 MIN
AI for Supply Chain
from Siraj Raval
Every product in your home is there as a result of being distributed across whats called a supply chain. The path that a commodity takes through manufacturing, transport, distribution centers, etc. is called the supply chain. The supply chain for most companies is riddled with inefficiencies. Late drivers, bad weather conditions, suboptimal planning, timing issues, the list of things that can go wrong is endless and most of this coordination is done by humans. AI can be used to optimize this entire pipeline, from planning to autonomous transport. In this video i'll demo an app using IBM's Logistic Wizard to optimize a simulated companies supply chain, as well as build a time series forecasting model using Keras to predict the price of a shipment on a certain date. Code for this video: https://github.com/llSourcell/AI_Supply_Chain Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://www.tandfonline.com/doi/abs/10.1080/13675560902736537 https://news.crunchbase.com/news/alloy-raises-12-million-to-bring-ai-to-supply-chain-management/ https://www.americanexpress.com/us/content/foreign-exchange/articles/using-AI-in-supply-chain-management/ https://www.forbes.com/sites/oracle/2018/03/07/data-the-new-ai-supply-chain/#2499f7b16049 https://www.ibm.com/us-en/marketplace/supply-chain-insights?S_PKG=OV60982&cm_mmc=Search_Google-_-IBM+Watson+Customer+Engagement_Watson+Supply+Chain+-+Supply+Chain+Insights-_-WW_NA-_-ai+in+supply+chain_Exact_OV60982&cm_mmca1=000020LZ&cm_mmca2=10006656&cm_mmca7=9061263&cm_mmca8=aud-295225167539:kwd-427960545262&cm_mmca9=9f6dfb3c-4b94-4f53-a67e-219704bef887&cm_mmca10=265871013815&cm_mmca11=e&mkwid=9f6dfb3c-4b94-4f53-a67e-219704bef887|1467|21744&cvosrc=ppc.google.ai%20in%20supply%20chain&cvo_campaign=000020LZ&cvo_crid=265871013815&Matchtype=e https://medium.com/@KodiakRating/6-applications-of-artificial-intelligence-for-your-supply-chain-b82e1e7400c8 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
Every product in your home is there as a result of being distributed across whats called a supply chain. The path that a commodity takes through manufacturing, transport, distribution centers, etc. is called the supply chain. The supply chain for most companies is riddled with inefficiencies. Late drivers, bad weather conditions, suboptimal planning, timing issues, the list of things that can go wrong is endless and most of this coordination is done by humans. AI can be used to optimize this entire pipeline, from planning to autonomous transport. In this video i'll demo an app using IBM's Logistic Wizard to optimize a simulated companies supply chain, as well as build a time series forecasting model using Keras to predict the price of a shipment on a certain date. Code for this video: https://github.com/llSourcell/AI_Supply_Chain Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://www.tandfonline.com/doi/abs/10.1080/13675560902736537 https://news.crunchbase.com/news/alloy-raises-12-million-to-bring-ai-to-supply-chain-management/ https://www.americanexpress.com/us/content/foreign-exchange/articles/using-AI-in-supply-chain-management/ https://www.forbes.com/sites/oracle/2018/03/07/data-the-new-ai-supply-chain/#2499f7b16049 https://www.ibm.com/us-en/marketplace/supply-chain-insights?S_PKG=OV60982&cm_mmc=Search_Google-_-IBM+Watson+Customer+Engagement_Watson+Supply+Chain+-+Supply+Chain+Insights-_-WW_NA-_-ai+in+supply+chain_Exact_OV60982&cm_mmca1=000020LZ&cm_mmca2=10006656&cm_mmca7=9061263&cm_mmca8=aud-295225167539:kwd-427960545262&cm_mmca9=9f6dfb3c-4b94-4f53-a67e-219704bef887&cm_mmca10=265871013815&cm_mmca11=e&mkwid=9f6dfb3c-4b94-4f53-a67e-219704bef887|1467|21744&cvosrc=ppc.google.ai%20in%20supply%20chain&cvo_campaign=000020LZ&cvo_crid=265871013815&Matchtype=e https://medium.com/@KodiakRating/6-applications-of-artificial-intelligence-for-your-supply-chain-b82e1e7400c8 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
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AI for Supply Chain
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