Akshay 🚀
Simplifying LLMs, AI Agents, RAGs and Machine Learning for you! • Co-founder @dailydoseofds_• BITS Pilani • 3 Patents • ex-AI Engineer @ LightningAI
عرض في 𝕏سلاسل التغريدات
I started my career in Data Science back in 2016 ⏳ Here's a detailed roadmap for those starting out today! What's covered: - Python - Machine Learning - Maths for ML - ML Books -...
A lot of us misunderstand how merging works in Pandas! 🐼 These 4 images clearly explain SQL flavoured merging! Check this out 👇 https://t.co/25QVMME4ZB
I have been coding in Python for 8 years now. ⏳ If I were to start over today, here's a roadmap: 🧵👇 https://t.co/fH4RcSVgYn
Data Classes in Python can save you hours of writing boilerplate code! 🔥 Today, I'll clearly explain them using illustrative code examples! Let's go! 🚀 https://t.co/dvC2Io6ieS
PyTorch 101: Dataset Class clearly explained! Understanding the Dataset Class is crucial for efficiently managing & preprocessing your data while building models in PyTorch! Toda...
The Simplest Guide to Prompting Engineering! You realise the power of prompt engineering only once you understand and start using it properly. Today, we will understand & explore...
AI Engineering is going to be a high leverage skill! Here's a list of top GitHub repos on LLMs & AI Engineering! Topics covered: - LLMs - LLMOps - AI Agents - Fine-tuning LLMs -...
Everyone should learn how to fine-tune LLMs. However, LLMs barely fit in GPU memory❗️ This is where fine-tuning & more importantly parameter efficient fine-tuning (PEFT) become e...
Decorators are one of the most powerful feature of Python! 🔥 However, understanding them can be a bit overwhelming! Today, I'll clearly explain how decorators work! Let's go! 🚀...
In Python, *args and **kwargs are powerful tools for passing variable number of arguments to a function! 🔥 Let's understand them today! 🚀 A Thread 🧵👇 https://t.co/1jqegT8heW
I started my career in Data Science back in 2016 ⏳ Being self-taught, I came across several courses and books, but these are some of my favourites! 📚 1️⃣ ISL Tested by time and...
Ever wondered how LLMs generate text❓🤔 Let's take the magic out of it and break things down to first principles! Today, I will explain the concept of conditional probability and...