Artificial intelligence for enterprise applications
W W W. N U V E N T O . C O M
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M a c h i n e learning: M a c h i n e l e a r n i n g lets ente rprises p re d ict future t re n d s like their f uture sales t h r o u g h a m a c h i n e l e a r n i n g a lgo r it hm .
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D e e p learning: D e e p l e a r n i n g u s e s n u m e r o u s d e e p layers to u n d e rst a n d abst ra ct con ce pt s , g e tti n g i n p u t s f ro m t h e lower d ata layers.
Common AI techniques for enterprises
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Re i n fo r c e m e nt learning: S y s t e m s a utom ati ca ll y l e a r n i n g f ro m t h e situati ons a n d c h o o s i n g a n o p ti m a l p a t h for itself to m e e t its objecti ve.
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N at ural l a n g u a g e processing: N P L h e l p s r e d u c e i n sta n ce s of fraud detecti on, b r i n g d o w n security b re a c h e s etc.
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A u t o m a t e d m a c h i n e learning: A s y s te m t hat simplifi es t h e d a ta b y h i d i n g its co m p l exi ti e s whi le s h a r i n g it w it h people.
Applications of AI in industries 0 1
Healthcare: D a t a m i n i n g for identi fying patt er ns in he alt hcare records, a ccu rate d i a g n o s i s a n d t re at m e nt of m e d i c a l conditi ons, t re at m e nt p l a n selecti on, m e d i c a l i m a g i n g & m a n a g e m e n t , d r u g discovery a n d roboti c surgery.
02 B a n k i n g a n d fi nancial services: L o a n applicati o n pro ces si ng , c u s t o m i nve st m e nt s ug ge sti o n s , identi fy c o m p a n i e s a l i g n e d to l o n g - te r m needs, c u s t o m e r ex per i ence chatbots, i n s u ra n c e p l a n creator, c l a i m s p ro c e s s i n g & f raud detecti on.
03 Retail a n d e - c o m m e rc e : P r o d u c t r e co m m e n d ati o n s , c u s t o m e r ex pe r ience chatbots.
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L o g i sti cs a n d transportati on: S o r ti n g a n d p a c k a g i n g pro ducts, s u p p o r ti n g t h e q u i c ke st s h i p m e n t route, self-driving vehicles, s ch e d ul i n g , ro u ti n g & traffi c l ight management.
Key Business Functions using AI 01
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Sales
AI sorts c u s t o m e rs b a s e d o n interests, d e m o g r a p h i c s etc Ta rget a d s to c u st o m e rs b a s e d o n b ro w s i n g history, p o w e rs r e c o m m e n d e r s etc
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IT operations
AI c a n h e l p e nte rpri ses t ra c k their inventory. C a n h e l p enterpri ses anti c i p ate d e m a n d , m a n a g e p ro d u c ti o n quanti ti es.
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Contact centers
AI c a n pe rso na l i ze hi r i n g exp e ri e nc e s . H e l p H R tea ms with data-based decision-making.
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Manufacturing
AI e n a b l e s re s e a rc h into p ro b l e m s a n d d e ve l o p soluti ons.
Human resources
AI is u s e d for a n a l y z i n g IT sy s t e m l o g fi le errors & to a u t o m a t e ro uti ne p ro c e s s e s
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Research and development
Marketing
AI h e l ps i m p ro v e sales fo re ca sti ng P r e d i c t c u st o m e r n e e d s a n d i m p ro v e c o m m u n i c a ti o n
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Accounting and finance AI frees u p h u m a n fi n a n c e professio nals f ro m repeti ti ve duti es. R e d u c e s errors
AI c a n h e l p co llect t h e r i g ht a m o u n t of d at a f ro m c u s t o m e rs
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Customer experience AI to i m p ro v e their c u st o m e r i nte rac ti o ns u s i n g c u s t o m e r serv ice c h at b o t s
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