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Areas Served: The Art Of Data Cleaning Using Pandas
Author(s): Ann Mary Shaju Originally published on Towards AI. Mastering essential techniques for optimal data quality Photo by Scott Graham on Unsplash Data is collected from multiple sources and there can be incorrect, outdated, duplicate or inconsistent data. If our data is …
The Art Of Data Cleaning Using Pandas
Author(s): Ann Mary Shaju Originally published on Towards AI. Mastering essential techniques for optimal data quality Photo by Scott Graham on Unsplash Data is collected from multiple sources and there can be incorrect, outdated, duplicate or inconsistent data. If our data is …
Using Python to Automate Word Report
Author(s): Yeung WONG Originally published on Towards AI. Step-by-step tutorial on streamlining the update of Microsoft Word report using Python There are lot of reporting work in my daily routine job, Python has many useful packages to help me automate the work, …
Meet Gorilla: A Fully OpenSource LLM Tuned For API Calls
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. UC Berkley and Microsoft Research together came up with Gorilla, which specializes in API calls. This model is a 7b parameter model means consumer GPUs are in business. Let’s take …
Explainable and Interpretable Models are Important in Machine Learning
Author(s): Suhas Maddali Originally published on Towards AI. Learn to use libraries such as LIME, SHAP and others to determine the workings of black-box machine learning models with examples and illustrations, ensuring that they are safe, fair and have less bias Photo …
Trend Modeling in Time Series Forecasting with Facebook Prophet
Author(s): David Andres Originally published on Towards AI. How does Prophet deal with changes in trend? Photo by Cristian Escobar on Unsplash Classical time series forecasting techniques rely on statistical models that require a significant amount of effort to fine-tune and tailor …
Poetry: Python Dependency Management Like a Pro
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A guide with a practical example Photo by Danial Igdery on Unsplash Do you often have problems with dependencies in your Python projects? Then, Poetry offers a solution for you. Poetry is …
A Structured Guide For Plotting With Matplotlib
Author(s): Ali Originally published on Towards AI. Learn to create data visualization from raw numbers in this article Photo by Monstera: https://www.pexels.com/photo/loupe-and-smartphone-with-compass-on-maps-7412068/ Data visualization is crucial in the domain of machine learning and data science. It allows you to uncover data patterns …
Transformer Tune-up: Fine-tune BERT for State-of-the-art sentiment Analysis Using Hugging Face
Author(s): Courtlin Holt-Nguyen Originally published on Towards AI. BERT Transformer Source: Image created by the author + Stable Diffusion (All Rights Reserved) In the context of machine learning and NLP, a transformer is a deep learning model introduced in a paper titled …
Using Large Language Models to Build a Biomedical Chatbot
Author(s): Rahul V. Veettil Originally published on Towards AI. Building Intelligent Biomedical Chatbots using GPT, Bio-GPT, and Falcon Author’s Image Large language models (LLMs) [1, 2] have revolutionized everything from natural language processing to virtual assistants. These models are adept at both …
5 Reasons Why You Should NOT Start a ChatGPT-Based Startup
Author(s): Massimiliano Costacurta Originally published on Towards AI. Photo by Sigmund on Unsplash Ever since December 2022, it’s been one non-stop AI party with ChatGPT playing the role of the rockstar DJ, spinning beats that everyone can’t help but groove to. If …
In-depth Explanation of Compiler and Interpreter in Python
Author(s): Amit Chauhan Originally published on Towards AI. Understand the basics of software development tools Image by the Author High-level languages are designed to be more human-readable and programmer-friendly. They provide a higher level of abstraction from the underlying hardware and are …
Optimizing Object Avoidance With Genetic Algorithm in Python
Author(s): Kong You Liow Originally published on Towards AI. Artist impression of DNA. Source: image by Gerd Altmann from Pixabay. Nature has long served as a source of inspiration for optimization and problem-solving techniques. One such approach that emulates natural evolution is …
The Dataset
Author(s): Jesus Rodriguez Originally published on Towards AI. TheSequence | Jesus Rodriguez | Substack Top highlight This member-only story is on us. Upgrade to access all of Medium. Image Credit: UC Berkeley I recently started an AI-focused educational newsletter, that already has …
Rethinking Overthinking: 5 Ways I Use ChatGPT as Cognitive Scaffolding
Author(s): Michelle Strom Originally published on Towards AI. Source: Konstantin Mironov Picture the organization of a 13-year-old’s room, where the notion of ‘cleaning’ involves shoving all the clutter under the bed. That’s my mind. That’s the adventure of having an ADHD brain. …
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