Chat Analyzer — From Raw Chats To Data Insights
Author(s): Alon Cohen Originally published on Towards AI. The Chat Analyzer Table of Content · Why Did I Write This Article?· How does it work?· Data Normalization· Section A: Basic Statistic· Section B: User-Level Analysis ∘ Most Frequent Emoji (Top Freq N) …
The Unsung Hero of Machine Learning — Linear Algebra
Author(s): Saif Ali Kheraj Originally published on Towards AI. Image by https://www.istockphoto.com/photos/linear-algebra Machine learning, data mining, deep learning, and advanced optimization algorithms all rely heavily on linear algebra. In this post, we will go over some of the most fundamental concepts, including …
Docker Essentials: Streamlining Multi-Service Application Orchestra
Author(s): Afaque Umer Originally published on Towards AI. Unlocking the Power of Compose for Seamless Machine Learning WorkflowsPhoto by Larisa Birta on Unsplash In the ever-evolving landscape of machine learning experimentation and application development, navigating the coordination of diverse system components poses …
Multi-Label Image Classification using AutoKeras.
Author(s): Rakesh M K Originally published on Towards AI. Image created with Microsoft Bing Image Maker AutoKeras AutoKeras is Python’s Keras-based AutoML library for developing Deep Learning models. Built on top of TensorFlow by DATA Lab at Texas A&M University, it offers …
From Good to Great: Elevating Model Performance through Hyperparameter Tuning
Author(s): Shivamshinde Originally published on Towards AI. This article will explain the concept of hyperparameter tuning and the different methods that are used to perform this tuning, and their implementation using python Photo by Denisse Leon on Unsplash Table of Content Model …
Midjourney v6 — Now with Vary(Region) in-painting
Author(s): PromptDervish Originally published on Towards AI. Welcome to an exciting update in Midjourney v6 — the Vary(Region) in-painting feature! As a generative art enthusiast, I’m thrilled to take you through this innovative addition. Vary(Region) introduces a new dimension of creativity, enabling …
Preparing time-series to build a Pollution Forecasting Model with Python
Author(s): Fabiana Clemente Originally published on Towards AI. A step-by-step guide This article was co-authored by Ian Spektor, Lead Machine Learning Engineer @ Tryolabs, who is passionate about data-science and time-series data. The adoption of AI and the application of Machine Learning …
Roadmap To Become A GenAI Expert In 2024
Author(s): Harshmeet Singh Chandhok Originally published on Towards AI. In the future, every company will need to leverage generative AI in order to stay competitive and drive innovation.” — Kai-Fu Lee, Former President of Google China. As we all have entered a …
How To Make a Synthesized Dataset To Fine-Tune Your Ocr
Author(s): Eivind Kjosbakken Originally published on Towards AI. Fine-tuning your OCR engine to your specific use case is required if you want to achieve state-of-the-art performance for your situation. Fine-tuning an OCR engine requires a large dataset, however, which is expensive to …
Hands-On LangChain for LLM Applications Development: Information Retrieval
Author(s): Youssef Hosni Originally published on Towards AI. Effective retrieval becomes crucial during query time when you need to fetch the most relevant information based on a given query. In our previous lesson, we delved into the fundamentals of semantic search, noting …
Comprehensive Guide to 13 Cutting-Edge Machine Learning Summer Schools in 2024
Author(s): Youssef Hosni Originally published on Towards AI. Dive into the pulse of innovation and knowledge within the dynamic realm of machine learning. This blog unfolds a comprehensive guide to the most anticipated Machine Learning Summer Schools of 2024. Offering a gateway …
Learn AI Together — Towards AI Community Newsletter #9
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! I really loved this week’s discussion with Jerome about the fuel of AI: Data. He demystified several topics related to building datasets for AI models and had …
PyTorch for Beginners: 7 Good Practices to Improve Your Model Development
Author(s): Ruite Xiang Originally published on Towards AI. Build a Strong PyTorch Foundation and Create Reliable Machine Learning Models. As a beginner, you want a list of tips or good practices because you will make fewer mistakes, have a better starting point, …
Time Series Forecasting using PyCaret
Author(s): Rakesh M K Originally published on Towards AI. Source: pycaret — Search Images (bing.com) PyCaret. PyCaret is a low-code Python library for Machine Learning that automates workflows and offers efficient end-to-end experiments. Automating major steps in evaluation and comparing models makes …
Qualities of Great AI Experiences
Author(s): Elaine Originally published on Towards AI. For Designers interested in AI, Managers developing processes around AI, Organizations adopting AI into user experiences, & anyone curious about the truth in designing great AI experiences While researching Design & AI at Carnegie Mellon …
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