AI in Vision Marketing
Data Science, Database, Tools and QA Learning's
by Siva
1d ago
My post last year AI generated Ad Keep Exploring ..read more
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Optimization solver
Data Science, Database, Tools and QA Learning's
by Siva
1d ago
Hexaly is the world’s fastest optimization solver for Routing, Scheduling, Packing, and more.Use CasesModeling and Solving the Aircraft Landing ProblemHow Hexaly solves Renault Group’s workspace allocation problem in secondsHexaly establishes new records for the Inventory Routing Problem (IRP)Keep Exploring ..read more
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AI skills at work
Data Science, Database, Tools and QA Learning's
by Siva
5d ago
Selling AI is a skillBuilding (Billing) with AI is a skillKeeping the end goal a moving target is a skillBuild vs Buy vs Manage cost is a skillHiring someone who can Build (Bill) effectively is a skillDifferentiating AI demos vs AI reality is a skillChoose wisely ..read more
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AI Skills <> AI Experience
Data Science, Database, Tools and QA Learning's
by Siva
6d ago
How to build it right = SkillWhat it takes to build it right in the first iteration = ExperienceKeep Exploring ..read more
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How to get correct in the First Attempt with AI
Data Science, Database, Tools and QA Learning's
by Siva
6d ago
Experience in AI = Ability to ask the right questions even if you don't have answers and provide AI awareness, complexity, ROI, and helping them manage costs vs Selling vision + charging $$$$ hefty for all types of costs build/buy/explore/expand.&nbsp;Build targeted products :)Keep Exploring ..read more
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Failures in AI/ML/GenAI Adoption
Data Science, Database, Tools and QA Learning's
by Siva
1w ago
Success in #AI/ML/GenAI projects has a lot of challenges. Some projects' data availability / some projects handling bias / Some projects balance features vs bugs / Knowing 80% features vs 20% future releases. This needs a lot of iteration and team mix to make it work. Success goes in LinkedIn posts. Failures end up haunting us searching for the next success.Keep Exploring ..read more
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GenAI + Vision
Data Science, Database, Tools and QA Learning's
by Siva
1w ago
Some moments to cherish :)&nbsp;Ref - LinkHappy Learning ..read more
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AI - Applied use case - Vision in Action
Data Science, Database, Tools and QA Learning's
by Siva
1w ago
&nbsp;Spot the right use case, solve with the balance of data / strategy to meet the market on timeKeep Exploring ..read more
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Klara Chatbot - Devil in Details
Data Science, Database, Tools and QA Learning's
by Siva
3w ago
It recites exact docs and passes me on to human support fast.Good job on the team for making hallucination not possible - because it seems to spit out the same responses however I ask it, and refuses to go “out of bounds.”As soon as I ask or instruct anything that is not a doc, I’m *boom* talking with a human agent.Also, almost all questions I ask about payment terms or problems the chatbot tells ..read more
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Dense to Sparse - AI World
Data Science, Database, Tools and QA Learning's
by Siva
3w ago
What we do in CNN - Convert Dense to Sparse with convolution and activations&nbsp;What we do in NLP - Text Preprocessing: Stemming / Lemmatization / Stop-word removal - Vectorization&nbsp;Topic Modelling - Words - Documents - Non-Negative Matrix Factorization&nbsp;ML Feature Engineering / Recommendations - PCA / SVD&nbsp;Everywhere we attempt to retain key features/vectors aligned to vision/text ..read more
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