Deploy HuggingFace NLP Models in Java With Deep Java Library
Author(s): Kexin Feng Originally published on Towards AI. A step-by-step demonstration with HuggingFace question answering model. Authors: Kexin Feng, Cheng-Che Lee HuggingFace is one of the most popular natural language processing (NLP) toolkits built on top of PyTorch and TensorFlow. It has …
Advanced Concepts in Python — I
Author(s): Ankan Sharma Originally published on Towards AI. A detailed look into Iterators, Generators, Coroutines, and Iterator Protocol Photo by Chris Ried on Unsplash Python has been my go-to language for over two years now. Generally, it's a pretty straightforward language. But, …
How we can implement Random Forest using python?
Author(s): Akash Dawari Originally published on Towards AI. All About Random Forest In this article, we will understand Random Forest by answering the following questions: What is Random Forest? Why we are using Random Forest? How does Random Forest work? What are …
ICLR 2022 — A Selection of 10 Papers You Shouldn’t Miss
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Hopefully the last big virtual-only AI conference of the year? The International Conference on Learning Representations is here and it’s packed with high-quality R&D: more than a thousand papers, 19 workshops, and …
How Does Google Generate Summaries?
Author(s): Louis Bouchard Originally published on Towards AI. A new model for automatically generating summaries using machine learning, released in Google Docs that you can already use! This member-only story is on us. Upgrade to access all of Medium. Originally published on …
Using AI to Analyze Speech
Author(s): Diego Unzueta Originally published on Towards AI. Applying NLP to analyze a podcast and making a web-app This member-only story is on us. Upgrade to access all of Medium. Adapted from Sarah Pflug Burst and Lukas Blazek on Unsplash Natural language …
Backtesting Machine Learning Models the Uber Way
Author(s): Jesus Rodriguez Originally published on Towards AI. The architecture is used to regularly back-test hundreds of forecasting models at Uber. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started an AI-focused educational …
How to Create and Use Multi-Index DataFrame to Scale Up Your Data Analysis
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Details of Multi-Index DataFrame: Create, Slice and Index, and Analyze Photo by Pacto Visual on Unsplash This member-only story is on us. Upgrade to access all of Medium. In most of the DataFrames, …
Customer Segmentation as A Strategy
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Introduction to the data-driven segmentation and integrate them onto your strategy Photo by Mario Purisic on Unsplash What and Why Customer Segmentation Customer segmentation is the process of identifying and grouping the customers into …
Top 3 Data Science Courses Every Data Scientist Should Consider
Author(s): Alexandros Zenonos, PhD Originally published on Towards AI. Online courses for data scientists This member-only story is on us. Upgrade to access all of Medium. Photo by Avel Chuklanov on Unsplash As someone interested in data science, you might be wondering …
Here’s a Little Secret:
Author(s): Ricky Costa Originally published on Towards AI. Photo by Rishabh Pandoh on Unsplash Sparse Transformers U+007C A Demo How fast can BERT go with sparsity? If you want to analyze how fast 19 sparse BERT models perform inference, you’ll only need …
Creating Folders
Author(s): Daksh Trehan Originally published on Towards AI. Folders, Groups & Hierarchies: A Road to Tableau Desktop Specialist Certification Chapter 7: A comprehensive guide to creating folders, groups, and hierarchies in Tableau with included sample questions from the exam Welcome to the …
Transformers: What Are They and How Can I Make One?
Author(s): Jonty Haberfield Originally published on Towards AI. A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. This member-only story is on us. Upgrade to access all of Medium. Photo by …
Face Recognition Algorithms With 2 Different Methods
Author(s): Gencay I. Originally published on Towards AI. Finding Faces This member-only story is on us. Upgrade to access all of Medium. Image by Author Computer vision is copied form of human vision capability with the support of computer technology & algorithms …
Machine Learning A-Z Briefly Explained
Author(s): Gencay I. Originally published on Towards AI. Regression Model in Weight Prediction This member-only story is on us. Upgrade to access all of Medium. Image by Author In this article, I attempt to indicate to you machine learning A-Z briefly. You …
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