Top 6 Open Source Pretrained Models for Text Classification you should use
Introduction We are standing at the intersection of language and machines. I’m fascinated by this topic. Can a machine write as well as Shakespeare? …
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A Beginner’s Guide to Random Forest Hyperparameter Tuning
Introduction to Random Forest What’s the first image that comes to your mind when you think about Random Forest? It conjures up images of …
Build a Decision Tree in Minutes using Weka (No Coding Required!)
Learn how to build a decision tree model using Weka This tutorial is perfect for newcomers to machine learning and decision trees, and those …
Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures
Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning …
Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Understand the key points involved while solving text classification Learn to use Pack Padding feature …
Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings …
How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark
Overview Streaming data is a thriving concept in the machine learning space Learn how to use a machine learning model (such as logistic regression) …
Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images
Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning …
Want to Build Machine Learning Pipelines? A Quick Introduction using PySpark
Overview Here’s a quick introduction to building machine learning pipelines using PySpark The ability to build these machine learning pipelines is a must-have skill …
Introduction to Apple’s Core ML 3 – Build Deep Learning Models for the iPhone (with code)
Overview Apple’s Core ML 3 is a perfect segway for developers and programmers to get into the AI ecosystem You can build machine learning …
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