Top 3 Techniques Used to Uncover Actionable Patterns and Trends
Author(s): Richard Warepam Originally published on Towards AI. How to Recognize Significant Insights from Summarized Data This member-only story is on us. Upgrade to access all of Medium. Photo by Choong Deng Xiang on Unsplash Enough with unboxing your Amazon orders, let’s …
How Meta Optimizes Their Hyperparameters With Nevergrad
Author(s): Benjamin Bodner Originally published on Towards AI. The optimization platform which rules them all This member-only story is on us. Upgrade to access all of Medium. Source: image by author The kings of optimization have been working tirelessly to deliver amazing …
Data Project 3: Obesity Analysis
Author(s): Gencay I. Originally published on Towards AI. How to prevent it, by using data analysis on the Real-life dataset? This member-only story is on us. Upgrade to access all of Medium. Created with Abidin Dino AI, to reach it, consider being …
The Future of AI Development Lies Beyond Python: Meet the Libraries Powering Tomorrow’s Breakthroughs
Author(s): Gabe Araujo, M.Sc. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Luca Bravo on Unsplash As a Chief AI Prompt Compression Engineer, I’ve spent countless hours optimizing machine learning models, …
Voice RAG with GPT-4O Realtime for Structured and Unstructured Data
Author(s): Naveen Krishnan Originally published on Towards AI. Photo from oneusefulthing.org The accompanying code for this tutorial is: here Introduction In the ever-evolving landscape of artificial intelligence, the introduction of the Azure OpenAI GPT-4o Realtime API marks a significant milestone. As an …
Customer Segmentation and Time Series Forecasting Based on Sales Data
Author(s): Naveen Malla Originally published on Towards AI. This is the third article in a 3-part series. In the first part, I covered initial exploratory data analysis steps and in the second, Customer Segmentation. You don’t have to read those before getting …
How Transformers Revolutionized Large Language Models: A Story of Attention and Efficiency
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The world of artificial intelligence (AI) has made remarkable strides in recent years, particularly in understanding human language. At the heart of …
Data Scrubbing: How Cleaning Your Data Can Shape Better Machine Learning Models
Author(s): Souradip Pal Originally published on Towards AI. Discover the importance of data scrubbing, how it refines datasets, and the techniques to prepare data for machine learning, including feature selection, row compression, and one-hot encoding. This member-only story is on us. Upgrade …
Create a Smart Resume Builder with Python and GPT-4: Step-by-Step Tutorial
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image generated by Dall-E Imagine you’re applying for your dream job and want a perfectly tailored resume to catch the recruiter’s eye. …
Polars Just Got Even Faster
Author(s): Lazar Gugleta Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Recently, I wrote about Polars vs Pandas and their advantages in the current Data Science industry, but a few days ago, we …
Instruction Fine-Tuning LLM using SFT for Financial Sentiment: A Step-by-Step Guide
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Instruction fine-tuning allows large language models (LLMs) to be adapted for specific tasks by guiding them with clear, task-oriented instructions. In this …
How to Conduct Descriptive Statistics Analysis Effectively
Author(s): Richard Warepam Originally published on Towards AI. Breaking Down Descriptive Statistics: How to Squeeze More Insights from Your Data This member-only story is on us. Upgrade to access all of Medium. Photo by Justin Morgan on Unsplash First things first. I’m …
Why LLM Patterns Are the Key to Enterprise Success — And Why Ignoring Them is a Mistake
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In nature, patterns are everywhere — you just have to look. Photo by author David E. Sweenor As the generative AI aura …
Think You’re a Deep Learning Expert? Answer These 5 Questions to Find Out
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. Review the fundamentals, sharpen your skills, and ace that interview with this machine-learning pop quiz!Header created by the author using Canva. This member-only story is on us. Upgrade to access all of Medium. …
Let's make chatbots smarter using REAPER
Author(s): Manpreet Singh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Picture this: you’re online, chatting with a shopping assistant about your order, or you’re curious if a phone you’re eyeing is compatible …
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