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 …
8 Top Open-Source Large Language Models for 2024 and Their Game-Changing Uses
Author(s): Souradip Pal Originally published on Towards AI. You should keep an eye on them (as your job might be in danger) This member-only story is on us. Upgrade to access all of Medium. The AI revolution is in full swing, and …
End-to-End Resume Screening/Parsing Project with Web App
Author(s): Mdabdullahalhasib Originally published on Towards AI. An automated process for resume screening for sorted best resumes for your job description and provides mail for all applicants to inform about acceptance or rejection. This member-only story is on us. Upgrade to access …
How AI Applications are changing Healthcare
Author(s): Igor Novikov Originally published on Towards AI. Image by Freepik There have been a lot of changes recently in AI and the situation is evolving every day. It started proliferating in every industry, including healthcare and well-being. Now, healthcare is a …
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, …
Decoding Hopfield Networks
Author(s): Mirko Peters Originally published on Towards AI. Hopfield networks are foundational in machine learning, offering powerful pattern recognition capabilities. They remind us of both the potential and limitations of AI technology. Your journey into this world encourages further exploration and connection …
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 …
The Evolution of Software Development Life Cycle
Author(s): Diop Papa Makhtar Originally published on Towards AI. image from this blog article As technology continues to evolve at an unprecedented rate, we’re witnessing a seismic shift in the way software is developed. Large Language Models (LLMs), like OpenAI’s GPT and …
Text Splitting in LangChain: A Component of the RAG System
Author(s): Mdabdullahalhasib Originally published on Towards AI. Understand the importance of text splitter, explore different techniques & implement each technique in LangChain. This member-only story is on us. Upgrade to access all of Medium. Photo by Clark Tibbs on Unsplash RAG(Retrieval Augmented …
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 …
The More You Use AI, the Dumber You Get. Don’t Use It, and You’re Screwed
Author(s): Dr. Ali Hechmi Raddaoui Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. AI-enhanced physical strength and diminished human faculties. DALL-E This post is about the dilemma AI technology poses to our human …
Understanding Bias and Variance: Navigating Machine Learning Model Complexity
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 build a model that can predict the future, maybe something like guessing the weather for tomorrow. Sounds easy, …
Beginner’s Guide to Building an Advanced Sentiment Analysis Dashboard with Streamlit and Ollama
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Nik on Unsplash Sentiment analysis is a crucial tool in today’s data-driven world, enabling companies to understand customer feedback and …
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 …
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