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Exploring NLP Preprocessing Techniques: Stopwords, Bag of Words, and Word Cloud | by Ravjot Singh | Jun, 2024

[ad_1] Natural Language Processing (NLP) is a fascinating field that bridges the gap between human communication and machine understanding. One of the fundamental steps in NLP is text preprocessing, which transforms raw text data into a format that can be effectively analyzed and utilized by algorithms. In this blog, we’ll delve into three essential NLP…

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Role of Medical Image Annotation in Enhancing Healthcare | by Rayan Potter | Jul, 2024

[ad_1] Summary: Medical Data Annotation helps healthcare providers in making accurate diagnoses by enhancing the accuracy of diagnostic tools. It also ensures that customized treatment plans are created to cater to individual patients. Medical images provide the necessary hints for diagnosing health issues. These images are in turn used by computers for deciphering visual clues…

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Understanding Tokenization, Stemming, and Lemmatization in NLP | by Ravjot Singh | Jun, 2024

[ad_1] Natural Language Processing (NLP) involves various techniques to handle and analyze human language data. In this blog, we will explore three essential techniques: tokenization, stemming, and lemmatization. These techniques are foundational for many NLP applications, such as text preprocessing, sentiment analysis, and machine translation. Let’s delve into each technique, understand its purpose, pros and…

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Future AI backend processing : Leveraging Flask Python on Firebase Cloud Functions | by Surahutomo Aziz Pradana

[ad_1] Welcome, Firebase enthusiasts! Today, we’re venturing into the realm of serverless computing that can be integrated with AI using Python language to explore the wonders of cloud functions with Python, specifically with Firebase Cloud Functions. These functions offer a seamless way to execute code in response to various triggers, all without the hassle of…

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3 Important Considerations in DDPG Reinforcement Algorithm | by Manjeet Singh Nagi | Jun, 2024

[ad_1] Photo by Jeremy Bishop on UnsplashDeep Deterministic Policy Gradient (DDPG) is a Reinforcement learning algorithm for learning continuous actions. You can learn more about it in the video below on YouTube: https://youtu.be/4jh32CvwKYw?si=FPX38GVQ-yKESQKU Here are 3 important considerations you will have to work on while solving a problem with DDPG. Please note that this is…

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Sentiment Analysis of App Reviews: A Comparison of BERT, spaCy, TextBlob, and NLTK | by Francis Gichere

[ad_1] Kenyan Bank Sentiment Analysis Dashboard — TableauBERT vs spaCy vs TextBlob vs NLTK in Sentiment Analysis for App Reviews Sentiment analysis is the process of identifying and extracting opinions or emotions from text. It is a widely used technique in natural language processing (NLP) with applications in a variety of domains, including customer feedback…

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Instant AI Model Tuning: Leveraging HNSW Vector with Firebase Genkit for Retrieval-Augmented Generation | by Surahutomo Aziz Pradana | May, 2024

[ad_1] Now let’s practice to learn more how we can build such an AI Solution! Prerequisites Before installing the plugin, ensure you have the following installed: Node.js (version 12 or higher) npm (comes with Node.js) TypeScript (install globally via npm: npm install -g typescript) Genkit (install globally via npm: npm install -g genkit) First thing…

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Unlocking the Power of AI: Transforming Data into Actionable Insights | by Marcin Rojek | Apr, 2024

[ad_1] In the ever-evolving landscape of technology, the term “Artificial Intelligence” (AI) has become ubiquitous, often sparking discussions and debates about its true nature and potential. Regardless of the label — whether it’s AI, Artificial Intelligence, Deep Learning, Machine Learning (ML), or automation — these technologies are essentially a collection of algorithms that have the…

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