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 …
🤙Sign Language Detection using YOLO11
Author(s): Asad iqbal Originally published on Towards AI. This isn’t just an incremental upgrade. YOLO11 represents a significant leap forward, promising to redefine what’s possible in AI-powered vision This member-only story is on us. Upgrade to access all of Medium. YOLO11 is …
Mastering Time Series Analysis: Forecasting with ARIMA and SARIMA in Python — A Comprehensive Beginner’s Guide
Author(s): Mala Deep Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image created by Author using napkin.ai. Data can be categorized into two types based on how and when they are collected: Time …
Q&A Bot Using Gen-AI
Author(s): Dr. Ori Cohen Originally published on Towards AI. Q&A bot using a futuristic library or knowledge repository to answer user questions. In this article, I’ll describe how to build a simple Q&A bot using state-of-the-art retrieval techniques and language models; the …
10 Basic Feature Engineering Techniques to Prepare Your Data
Author(s): Muhammad Ihsan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Josh Redd on Unsplash Not a member? Click here to see the full story When we have data, we will …
Voting Ensembles in Machine Learning: Making Predictions Stronger Together
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 part of a group trying to make an important decision. Some members have more experience in certain areas, while others …
Decision Trees Explained: How They Work and When to Use Them
Author(s): Harsh Chourasia Originally published on Towards AI. The Ultimate Guide to Making Smarter Data Decisions This member-only story is on us. Upgrade to access all of Medium. Photo by Nicole Wolf on Unsplash Today we will talk about Decision Trees, a …
A Data Scientist’s Guide to Ensemble Learning: Techniques, Benefits, and Code
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 trying to guess how many jelly beans are in a jar. You ask five people individually, and their answers vary …
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