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Linear Regression clearly Explained! Linear Regression models relationship bitheen a dependant variable (y) & two or more independent variables (x1, x2 ...) ❗️ For the sake of simplicity we discuss linear regression with a single independent variable. Mathematical…
Expand productivity in your organisation with AI. Microsoft Copilot for Microsoft 365 now supports plugin extensibility, letting you create customised tools to extend Microsoft 365. Get details about building and publishing plugins. msft.it/6018imKt0 #MSIgnite
Monte Carlo simulations: A way to estimate portfolio values over 1000s of price paths. Yesterday I published a step-by-step walk through of using Python to do it. You can read it free:
Before we start a quick primer on tokenization! Raw text → Tokenization → Embedding → Model Embedding is a meaningful representation of each token (roughly a word) using a bunch of numbers. This embedding is what we provide as an input to our language models. Check this👇
We are revolutionizing the debugging experience within VS, now supercharged by GitHub Copilot. Copilot's enhanced debugging capabilities were showcased at #MSIgnite last week. Do check this out & share your feedback with us! @ProseMsft @gustavoas @arjun_rad @SumitGulwani
In this module, learn how to use GitHub Copilot in Visual Studio to debug your apps. Remember: the only good bug is a squashed bug! Read on: msft.it/6011iGWCt #AI #VisualStudio
We are making data manipulation easy and fun with the new Copilot. Check out and share your experience :D @ProseMsft @AnirudhKhatry @pidgeyusedgust @SumitGulwani
Microsoft is Offering FREE Certification Courses! No Fee, No Subscription, No Registration Required, Just Start Learning. These Courses Includes Video Lectures, Tutorial and Easy Notes. Discover the Following Free Courses. 1. Microsoft Azure Fundamentals - Course AZ-900T00…
The best way to gauge the quality of someone’s ideas isn’t to listen to them talking. It’s to read their writing. Compelling speakers can mask weak logic with strong charisma. Putting key points on a page exposes flawed reasoning. Compelling writing requires clear thinking.
LoRA is a genius idea. To understand the fine-tuning of Large Language Models, you must understand how LoRA works. By the end of this post, you'll know everything important about how it works. Large Language Models are good generalists, but they have little specialization. We…
New book here: amzn.to/46O41Nw by @predictanalytic In his new book, "The #AI Playbook", Eric Siegel delivers invaluable insights, essential requirements, and practical steps for successful business deployments of #MachineLearning. The book introduces & proposes bizML as…
We are one step closer to having AI generate code better than humans! There's a new open-source, state-of-the-art code generation tool. It's a new approach that improves the performance of Large Language Models generating code. The paper's authors call the process "AlphaCodium"…
🚀 Introducing AlphaCodium - A first-of-its-kind open-source code generation tool that surpasses most human competitors in code contests ⭐️ Inspired by DeepMind's AlphaCode❤️🔥, but beats it (judge by yourself!) 1/
Entrepreneurship isn't about the money. It's about controlling the 4 Ws: • When you work • Where you work • What you work on • Who you work with You control your future. Start with systems and then scale.
This paper has a terrific start: "Science is curiously asymmetric. New ideas are meticulously tested using data, statistics, and formal models. Yet those ideas originate in a notably less meticulous process involving intuition, inspiration, and creativity."
Recently accepted by #QJE, “Machine Learning as a Tool for Scientific Discovery,” by Ludwig (@profjensludwig) and Mullainathan (@m_sendhil): doi.org/10.1093/qje/qj…
If you really want to do something useful in AI, instead of training another tiny llama, pick up this project hazyresearch.stanford.edu/blog/2024-01-1… and train a 1B-parameter multilingual BERT with 32k input size. The code is here github.com/HazyResearch/m2. The data is all over @huggingface. The…
My new paper with @JosephEStiglitz argues that developing economies are at a turning point and need a new growth strategy based on green investment, labor-absorbing services, and new "industrial" policies focused on these two areas drodrik.scholar.harvard.edu/publications/n…
100+ resources to become a great engineering leader! I've created a GitHub repository that contains 100+ resources to level up and become a great engineering leader in 2024! P.S. Like or repost to spread the word, so this reaches to anyone who needs it! github.com/gregorojsterse…
Understanding #DeepLearning (download 541-page PDF eBook): udlbook.github.io/udlbook/ by @SimonPrinceAI —————— #BigData #DataScience #AI #ML #MachineLearning #NeuralNetworks #ReinforcementLearning #NLProc #ComputerVision #Algorithms #DataScientists #mathematics
Be a Full Stack Developer in 2024. Top FREE Courses: ❯ HTML and CSS: freecodecamp.org/learn/2022/res… ❯ JavaScript: openclassrooms.com/en/courses/566… ❯ Python: cs50.harvard.edu/python/ ❯ MySQL: scaler.com/topics/course/… ❯ MongoDB: learn.mongodb.com/learning-paths… ❯ Full Stack:…
Python for Data Science Complete Study Plan Timeline of 12 weeks and you have to dedicate at least 10 hours a week. Only follow this if you are disciplined!
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