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Normalization Series: What is Batch Normalization?
Saurav MaheshkarDec 03Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary
Deep Learning on the M1 Pro with Apple Silicon
Thomas CapelleDec 02Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary
Introduction to K-Means Clustering (With Examples)
Saurav MaheshkarNov 24Beginner, Computer Vision, Classification, scikit-learn, Tutorial, Panels, Plots, Iris, K-means, Chum here
Let's Talk ConvMixer Architecture. What it is? Why you should use it? And how you can use it?
Burhanuddin RangwalaNov 16Intermediate, Computer Vision, Classification, Keras, Experiment, ConvMixer, Plots
An Introduction to Linear Regression For Machine Learning (With Examples)
Saurav MaheshkarOct 27Beginner, Domain Agnostic, scikit-learn, Tutorial, Panels, Plots, Ames Housing, Kaggle
The Reality Behind Optimization of Imaginary Variables - II
Darshan DeshpandeOct 05Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
What Is Cross Entropy Loss? A Tutorial With Code
Saurav MaheshkarSep 29Beginner, Domain Agnostic, Keras, PyTorch, Tutorial, Plots, Cross Entropy Loss, Exemplary
YOLOv5 Object Detection on Windows (Step-By-Step Tutorial)
Dave DaviesSep 28Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Plots, Chum here, Exemplary, YOLO
Decision Trees: A Guide with Examples
Saurav MaheshkarSep 16Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary
Hyperparameter Optimization for HuggingFace Transformers
Ayush ChaurasiaSep 15Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM
Named Entity Recognition with W&B and spaCy
Stacey SvetlichnayaSep 09Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
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