Clustering- Unsupervised learning- Types, Metrics
This article will discuss the basic theory and relevant code examples for different clustering algorithms. Code for different algorithms and…
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Category: Uncategorized
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Classification- Types, Metrics and Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different classification algorithms. It will also show how…
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Regression- Types, Metrics, Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different regression algorithms. It will also show how…
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Data Science Process
Most data science problems can be solved by following a standard process Process Flow diagram with some details is given…
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Common NLP Tasks and Libraries
Common NLP tasks (Sentiment, Keyword, Topic, Summary, etc) using main libraries (HuggingFace Transformers, Spacy, Pytorch, Tensorflow, Scikit, etc) Idea is…
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Computer Vision CIFAR10 Image Classification using Tensorflow and CNN
Using Tensorflow and keras for building CNN model with CIFAR-10 dataset for image classification Built different CNN models using different…
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Computer Vision People Counter using OpenCV, YOLO5, Pytorch
Computer Vision model for livestream frame people counter. Using OpenCV, YOLO5 from ultralytics, pytorch YOLO5 used the COCO image dataset…
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AI Robotics in Restaurant, Food Beverage industry
Sharing a few articles related to #AI and #Robotics in #Restaurant #Food #Beverage industry. There is a demand for #automation…
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DALL.E – Creating Images from Text
OpenAI is a well known AI lab for creating the GPT-n series of deep learning pre-trained autoregressive language models similar…
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How A.I. Is Transforming Golf Equipment
The role of artificial intelligence in golf club design While we know of many business applications of AI, the field…
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