AI EdTalks @AIEdTalks
18+ yrs in AI | 35+ patents | 15+ papers | Helping professionals & orgs grow with AI, career shifts & mindset. Tweets = clarity, not chaos aiedtalks.com Joined February 2024-
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“Do I need to understand how LLMs work before I build with them?” You don’t need to understand transformers to use them. You use Google without knowing TCP/IP. You can use GPT without reading the paper. But… → Learning the basics helps you debug better → Intuition beats…
“Is it okay to ignore most of deep learning if I only care about applied AI?” You don’t need to master CNNs to build an AI tool. If you’re not training models — skip it. Learn: – Prompt design – APIs – Retrieval – Deployment Skip deep math. Go deep into use-cases. What part…
“Should I learn backend infra (Docker, APIs) alongside AI?” Want to be dangerous with AI? You need to ship it. That means: → APIs → FastAPI/Flask → Docker → Vector DBs → UI or CLI If you can’t deploy it — you haven’t built it. What’s one infra skill you’re avoiding… but…
“How do I turn a ‘cool idea’ into a working AI app?” Everyone has cool ideas. Few know how to reduce scope. Here’s the recipe: Choose 1 input Use 1 model/API Deliver 1 clear output Forget scalability. Focus on finishing. What’s one ‘cool idea’ you could shrink and ship this…
🚨 WE ARE HIRING! 🚨 We’ve got some exciting projects and are looking for top-notch developers to join our team. #hiring 👨💻 Roles open for: • Frontend Developer • Backend Developer • Full Stack Developer • DevOps Engineer 💼 Details: • Remote | Flexible Hours • Duration:…
Those working on converting APIs to tools will be extremely happy!
Those working on converting APIs to tools will be extremely happy!
This is a welcome feature! Who all likes it?
This is a welcome feature! Who all likes it?
This is a treasure.
Sustainability in Large Language Models (LLMs) 🌍🤖 Sustainability in LLMs is crucial! These powerful models come with high environmental, economic, and social costs. Let’s explore what sustainability means for AI.
It is that simple!
Being busy is not the same as growing. You attend meetings. Clear tickets. Send reports. Cool. But if you’re not building leverage, you’re just an expensive task manager. AI gives you leverage. Start there.
@AIEdTalks @AmitShah @narendramodi The Incentive Scheme, approved today with Rs 1,500 crore budget, runs for 6 years (FY26-31) to boost recycling of critical minerals from e-waste, battery scrap, and other sources. It offers 20% capex subsidies and opex incentives for new/expanded units, aiming for 270kt recycling…
Hiring Enterprise IT & Cloud Domain Experts to evaluate AI-generated research. India | Part-time | $20–$30/hr | 100% remote work.mercor.com/jobs/list_AAAB…
Hiring Media & Ads Domain Experts to evaluate AI-generated research on marketing trends & ad strategies. Part-time | $20–$30/hr | 100% remote | India work.mercor.com/jobs/list_AAAB…
Hiring Media & Ads Domain Experts to evaluate AI-generated research on marketing trends & ad strategies. Part-time | $20–$30/hr | 100% remote | India work.mercor.com/jobs/list_AAAB…
OpenAI is hiring for content marketing. For anyone still doubting, it’s proof that every company should invest in content — the most cost-effective lever for customer acquisition
Hiring Media & Ads Domain Experts to evaluate AI-generated research on marketing trends & ad strategies. Part-time | $20–$30/hr | 100% remote | India work.mercor.com/jobs/list_AAAB…
Hiring Enterprise IT & Cloud Domain Experts to evaluate AI-generated research. India | Part-time | $20–$30/hr | 100% remote work.mercor.com/jobs/list_AAAB…
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