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PolyMath AI by Sagun Garg

Fun in and around Artificial Intelligence, Machine Learning, Deep Learning, Business Models, Evolving roles of Product Managers, VC Funds and Engineers working in AI Startups

polymathai.substack.comSource feed ↗10 posts

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Read 3 days ago and current, but nothing has been published for 6 years.

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#Lesson15: Data Engineering | Automated Workflow Management | Data processing for ML pipelines.

Prefect Vs Apache Airflow Vs Luigi vs Pinball Vs Chronos

#Lesson14: Marketplaces like TikTok ushering the real B2C AI/ML use cases

Micro case study on TikTok and it's love for AI and the vantage point of using past user behaviour with strong feedback loops for an AI usecase that took the world by storm

Lesson13: He says it's "fake news".......Is the garb of "fake news" real ? Noise Vs Signal in age of Disinformation

It is not the truth....you need to verify facts...who is custodian of facts? Who is the gatekeeper for the truth ?

Lesson12: A picture is worth 1000 words..Learn AI/ML Visually using the right tools

Five freely available tools that intuitively break down the complicated machine learning concepts

#Lesson 11: Treasure Hunt in ML/AI: Map for Noobs, Intermediate and Advanced Learners

Roadmap for Machine Learning || Noob to Advanced || ML 2020

#Lesson10: Book Review - Super Intelligence by Bostrom

Lauded by Elon Musk as one of the must reads for coming age of AI

#Lesson9: He says it's "fake news".......Is the garb of "fake news" real ? Noise Vs Signal in age of Disinformation

It is not the truth....you need to verify facts...who is custodian of facts? Who is the gatekeeper for the truth ?

#Lesson8: Taking AI safety...seriously!!! Like real Serious....Goes hand in hand with AI Invention

With invention of four wheeler: came along SAFETY STANDARDS (1) vehicle driver license (2) Driving safety: seat belts, signals, speed limits, lane driving & vehicle crash testing

#Lesson7: Let's play AI....ML...DL...whaaa...?

How can you help me solve which problem ?

#Lesson6: Data Scientists be like….I have the Model…..everyone else be like..until it hits production

Productionalizing Machine Learning Models (MLOps)..Automated Continuous Delivery