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 donβt 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. Donβt Use It, and Youβre 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 youβre preparing to build a model that can predict the future, maybe something like guessing the weather for tomorrow. Sounds easy, …
Beginnerβs 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 todayβs 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 …
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 youβre applying for your dream job and want a perfectly tailored resume to catch the recruiterβs eye. …
A-to-Z Prompt Engineering Guide | Decoding Prompts and its powers
Author(s): NSAI Originally published on Towards AI. A-to-Z Prompt Engineering Guide | Decoding Prompts and its powers Hey guys! Welcome to the A-to-Z Prompt engineering guide where Iβll be taking you through the basic to advanced level concepts of Prompting within this …
Time Series Forecasting with Genetic Algorithms: A Novel Approach
Author(s): Shenggang Li Originally published on Towards AI. Exploring How Genetic Algorithms Can Adapt and Improve Time Series Predictions Beyond Traditional Methods This member-only story is on us. Upgrade to access all of Medium. Photo by Andrea De Santis on Unsplash In …
Hit Pause on AI: Time to Refresh the Basics
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Artificial Intelligence (AI) has quickly evolved from a buzzword to an important component in almost all industries today. Itβs easy to get …
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 …
Linear Function Approximation in Reinforcement Learning
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In reinforcement learning (RL), a key challenge is estimating the value function, which predicts future rewards based on the current state. In …
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 …
Affirmative Action Is Dead β Is AI the Next Battleground for Equity?
Author(s): Myra Roldan Originally published on Towards AI. Affirmative Action Is Dead β Is AI the Next Battleground for Equity? Photo by Christina @ wocintechchat.com on Unsplash This week I attended a session delivered by Jennifer Brown, a global DEI thought leader. …
How to Build Your Own AI Fitness Coach Using Open-Source LLMs and Gradio:
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Victor Freitas on Unsplash In this tech-savvy age, why pay for a fitness trainer when you can build your own …