- Himanshu Ramchandani
- Posts
- No Data Quality in Businesses, Andrew Ng Joins Amazon, LLMs rise🚀
No Data Quality in Businesses, Andrew Ng Joins Amazon, LLMs rise🚀
Businesses want AI, LLMs, AI jobs, Ego and Mind, Productivity with this tool, Like-mindedness of Humans
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A weekly AI newsletter with content about building AI teams/products, data engineering and architecture, MLOps, mental toughness, and productivity.
Adding more value to your AI path.
Happy AI.
Today’s Content →
AI Leadership👑 → Businesses want AI integration, with no quality data
1 Action Tip ✌️ → Read this LLM course on GitHub
News Hits🗞️ → Andrew Ng Join Amazon Board
Concept 🧑💻 → Large Language Model
Poll of the Week📊 → What type of self-paced courses do you prefer?
AI Career & Job 🚀 → AI Jobs
Mental Toughness🦾 → Ego, Better Leadership
Productivity♻️ → LogSeq to Notes Connection
Community⭐ → Like-Minded Humans
AI Leadership 👑
Businesses want AI integration, with no quality data📌
Bad Data meme - Himanshu Ramchandani
Everybody knows, that to integrate AI into their businesses, they need data.
But, 2 things:
data is not enough
we need quality data
Most of the business problems don't even need AI, they can be solved with Python automation scripts.
Before the AI boom, many businesses collected data without a clear data strategy, which led to:
poor data quality
models producing biased results
model failures in production AI systems
challenging to effectively leverage AI technologies
In the AI boom, most companies feel pressured to adopt AI technology because their competitors are doing so, resulting in uninformed decisions.
So what things businesses should take action on:
prioritize data quality
invest in data management strategies
do you need AI or programming automation will do the work
decision-makers should have a proper understanding of AI capabilities and limitations
I have encountered this common misconception among decision-makers in businesses as an AI solutions consultant
PS → It's garbage in, garbage out.
1 : 1 AI solutions brainstorm Let’s develop your AI idea.
News Hits 🗞️
Dr. Andrew Ng joins Amazon’s Board of Directors Read
Case Study: How Aggressively Should a Bank Pursue AI? Read
Concept 🧑💻
What is LLM(Large Language Model)?
A language model is essentially an algorithm trained to understand and create text that appears to be human.
As a representation of how language works, they learn from diverse datasets to predict what words or sequences of words will be spoken next.
Poll of the Week 📊
62% of people prefer 2 hours long videos in courses. 13% prefer text content.
Mental Toughness🦾
“If the shoe fits, wear it”
Moroccan Proverb.
Meaning:
If anyone gets offended, they must have something to feel offended about.
This isn’t just a proverb, it’s a generational lesson.
Live by it.
— E-go (@EgoDriv)
1:35 AM • Apr 11, 2024
10 Visuals that will make you a better leader:
1.
— Dave Kline (@dklineii)
12:48 PM • Apr 11, 2024
Productivity♻️
Connect your notes, and increase understanding using LogSeq
I like this tool as it helps connect the dots, and can create date-wise quick notes, and workflow charts.
It’s Notepad on steroids.
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