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Transfer Learning for NLP: Fine-Tuning BERT for Text Classification
Transfer learning in NLP is a technique to train a model to perform similar tasks on another dataset. Learn how to fine tune BERT for text classification.
Prateek joshi 14 Oct, 2024
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Build Text Categorization Model with Spark NLP
Use Spark NLP on AWS EMR and do text categorization of BBC data. We examine different evaluation metrics in Spark MLlib and see how to store a model.
Guest Blog 13 Jul, 2020
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7 Open Source Data Science Projects you Should Add to your Resume
Open source data science projects add a lot of shine to your resume. Here are 7 such open source projects you can use to impress your interviewer.
Pranav Dar 02 Jul, 2020
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Hands-on NLP Project: A Comprehensive Guide to Information Extraction using Python
Learn about Information Extraction, its process, and tools like SpaCy. Extract insights from text data efficiently with code examples.
Aniruddha Bhandari 15 Oct, 2024
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Guide to Geospatial Analysis using Folium
Explore Folium: Easy map tool. Install, plot maps, markers, paths, layers, & plugins. Visualize COVID-19 hotspots & NYC bus traffic.
Abhishek Sharma 26 Jun, 2024
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Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills
Social distancing is the global mantra right now. Here, you will build your own social distancing tool using deep learning concepts.
Aravind Pai 04 Jan, 2021
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Hands-On Tutorial on Real-Time Lane Detection using OpenCV (Self-Driving Car Project!)
Want to build your own self-driving car? Get started with this tutorial on building your own lane detection system using OpenCV and Python.
Prateek joshi 17 Oct, 2024
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Build your own Vehicle Detection Model using OpenCV and Python
Explore video object detection, from essential concepts to building a vehicle detection model with OpenCV and Python. Read Now!
Prateek joshi 04 Nov, 2024
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TensorFlow Serving: Deploying Deep Learning Models Just Got Easier!
TensorFlow Serving is a high performance model deployment system for machine learning and deep learning. Learn about deploying deep learning models with it.
Lakshay arora 08 May, 2020
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What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!
In this tutorial learn about autoencoders with a case study on enhancing image resolution. This approach is inspired by the denoising autoencoder.
Prateek joshi 08 May, 2020
