Large Language Models (LLM): Top 3 of the Most Important Methods
Author(s): Anil Tilbe Originally published on Towards AI. 3 requirements to ensure your large language models (LLMs) you are training or working with provide optimal outputs and results By ThisIsEngineering from Pexels Large language models (LLM) currently apply across natural language specific …
5 Must-Know NLP Libraries on GitHub; One is a Must-Learn
Author(s): Anil Tilbe Originally published on Towards AI. The most important NLP libraries on GitHub for simple, efficient, and quick NLP modeling By Kenny Eliason from Unsplash If a natural language processing (NLP) library is not hosted on GitHub, it likely does …
5 Must-Know Machine Learning Libraries on GitHub; One is a Must-Learn
Author(s): Anil Tilbe Originally published on Towards AI. The most important machine learning libraries on GitHub for simple, efficient, and accurate modeling By Pro Church Media from Unsplash 5 Must-Know Machine Learning Libraries on Github; One is a Must-Learn I have probably …
How To Make a PowerBI Report Look Like A Website?
Author(s): Analytic girl Originally published on Towards AI. Objective Power BI is a business analytics tool that allows users to visualize and analyze data from various sources. It is useful to create interactive dashboards and reports that provide insights into your business …
How To Call a Python Function With A String?
Author(s): Louis Chan Originally published on Towards AI. Methodcaller, Get Attribute, Namespaces, and more Photo by James Harrison on Unsplash Welcome to a series of short posts, each with handy Python tricks that can help you up your game. In this blog, …
The Framework Uber Uses to Streamline Statistical Experiments
Author(s): Jesus Rodriguez Originally published on Towards AI. OED enables the scoring and optimization experiments using Pyro’s probabilistic programming model. Source: https://eng.uber.com/oed-pyro-release/ I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no hype, …
Stop Claiming an AI Is Self-aware
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. It’s more clickbait than Science Image by PIRO from Pixabay After a former Google engineer, B. Lemoine, claimed the AI he was working on became “sentient,” additional related news headlines have popped; they …
Differences and Connections between Natural Language Processing and Computer Vision from a Machine Learning Perspective
Author(s): Hao WEI Originally published on Towards AI. Natural language processing, computer vision, machine learning I recently moved from the computer vision (CV) domain to the natural language processing (NLP) domain and found some interesting observations. The two domains are quite different …
Automate Machine Learning Workflow — Pyorange
Author(s): Kaushik Choudhury Originally published on Towards AI. Select appropriate classifiers empirically and automatically for the prediction scenarios from scikit-learn, XGBoost, LightGBM, CatBoost, spaCy, Optuna, Hyperopt, Ray, and many more. Photo by Clay Banks on Unsplash As machine learning professionals, we must …
Why Apriori Algorithm Is Not Applicable for All Types of Products/Stores?
Author(s): OneByyTwo Originally published on Towards AI. Apriori algorithm is the most sought-after tool when it comes to conducting Market Basket Analysis. However, it is not applicable to all types of products or stores. A note from the authors Dear readers, before …
How Many Different Gender Subtypes Do We Have In Our Brains? At Least 9, According to This AI Research.
Author(s): Jair Ribeiro Originally published on Towards AI. Researchers at McGill University’s Faculty of Medicine studied gender identity using a machine learning algorithm, fMRI, and behavioral data and discovered at least nine gender expressions. Photo by Sharon McCutcheon on Unsplash Human-created terminology …
5 Very Practical Ways AI Can Help To Improve Your Company’s Productivity
Author(s): Jair Ribeiro Originally published on Towards AI. These are some of my favorite examples of how AI can help your company to grow today. Top highlight Photo by Tyler Franta on Unsplash Artificial intelligence, or AI, has become so ingrained in …
Pyspark MLlib | Classification using Pyspark ML
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Pyspark MLlib U+007C Classification using Pyspark ML In the previous sections, we discussed about RDD, Dataframes, and Pyspark concepts. In this article, we will discuss about Pyspark MLlib and Spark ML. Later on, …
A Comprehensive Guide For Text Classification using PySpark MLlib
Author(s): Himanshu Tripathi Originally published on Towards AI. Introduction Have you ever wondered if you ever post something on social media websites that goes against their community standard, how can they identify it and perform appropriate action on that? Well, the idea …
Fake News Detection with Model Selection and Hyperparameter Optimization in Python (>97% acc.)
Author(s): Giovanni Valdata Originally published on Towards AI. A practical guide on fake news detection with model selection and hyperparameter optimization Photo by Nijwam Swargiary on Unsplash This article aims at describing the model selection and hyperparameter tuning process to perform fake-news …
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