#40 Build Your Own Llama, LLMs From Scratch, and Understanding Meta’s Transfusion Model.
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, expect lots of resources and lighter conversations, research-focused collaborations, and, of course, the funniest meme from the community. What’s AI Weekly Keeping up with LLMs is …
Building & Deploying a FastAPI Video Description App: From Code to Cloud with GPT, Docker and Azure
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Ever wanted to turn a video into a text description without manually watching and writing down the details? Well, you’re in luck! …
Building a Conversational Medical Form with GPT-4, Langchain, and SQLite
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re sitting in a doctor’s office. Instead of filling out a cold, static medical form filled with dozens of boxes to …
TAI #116; Rise of the Protein Foundation Model; Comparing AlphaProteo, Chai-1, HelixFold3, and AlphaFold-3.
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie There were plenty of LLM developments again this week, including a new Agent coding product from Replit, an Enterprise LLM platform with a 500k …
Unlocking the Power of Web Data: Fueling AI and LLM Innovations
Author(s): Towards AI Editorial Team Originally published on Towards AI. Artificial Intelligence (AI) has evolved from a niche field into a driving force behind some of today’s most impactful technologies. Large Language Models (LLMs), natural language processing (NLP) systems, and predictive analytics …
AI and Big Data Expo Europe Countdown: Just 1 Month to Go!
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI and Big Data Expo Europe, the premier event for AI and Big Data enthusiasts, innovators, and industry leaders, is just over one month away. Set to take place at the iconic …
Handling Mixed Variables in Feature Engineering: A Practical Guide with Code
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A girl looking at a screen containing mixed variables. Source: Image generated by Dall-E Imagine you’re working on a brand-new data project, …
A Beginner’s Guide to Converting Numerical Data to Categorical: Binning and Binarization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine sifting through rows of data in a spreadsheet packed with numbers that look impressive at first glance. But when you try …
Automation Tool Use Deviation from AI-Related Tools Confirms Possible AI Hype Cycle Focus on Automation; Trend Now Reversing
Author(s): Jonathan Bennion Originally published on Towards AI. Trends suggest automation tools faced challenges during AI hype cycle TLDR: Automation tools (Zapier as an example) API public development declined (-13.1% y/y) until last month, while AI-related APIs have experienced steady growth (+12.0% …
#39 Top 5 ML Algorithms, Graph RAG, & Tutorial for Creating an Agentic Multimodal Chatbot.
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have discussed some of the latest industry innovations and trends like GraphRAG, Agentic chatbots, evolving trends with search engines, and some very interesting project-based collaboration …
Mathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms Explained with Visualization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out …
Simplifying Data Preprocessing with ColumnTransformer in Python: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re in a busy kitchen, trying to prepare a gourmet meal. You’ve got various ingredients laid out, each needing a different …
KNNs & K-Means: The Superior Alternative to Clustering & Classification.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Let’s discuss two popular ML algorithms, KNNs and K-Means. Stick around; I’ll make this densely packed. P.S. I’m trying out a new …
TAI #115: LLM Adoption Taking Off? OpenAI API Use Up 2x in 5 Weeks, LLama at 350m Downloads.
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we saw several new LLMs released, including an upgrade to Cohere’s Command R and new Qwen2 models. Outside of LLMs, we also …
Encoding Categorical Data: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re baking a cake, but instead of sugar, flour, and eggs, you have words like “vanilla,” “chocolate,” and “strawberry” on your …
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