Fully Connected

Bringing ML practitioners together

Fully Connected is your home for curated tutorials, conversations with industry leaders, deep dives into the newest ML research, and a whole lot more.

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An Introduction to Linear Regression For Machine Learning (With Examples)
Saurav Maheshkar
Cross Entropy Loss: An Overview
Saurav Maheshkar
Decision Trees: A Guide with Examples
Saurav Maheshkar
Visualizing Prodigy Datasets Using W&B Tables
Kevin Shen
How to Compare Tables in Workspaces
Stacey Svetlichnaya
AlphaFold-ed Proteins in W&B Tables
Charles Frye, Stacey Svetlichnaya
Tables Tutorial: Recreating Whale Melodies on Orchestral Instruments
Stacey Svetlichnaya
How to Correctly Install TensorFlow Object Detection API
Ayush Thakur
ReLU vs. Sigmoid Function in Deep Neural Networks: Why ReLU is so Prevalent
Ayush Thakur
How to Handle Images of Different Sizes in a Convolutional Neural Network
Ayush Thakur
How Does the “view” Method Work in PyTorch?
Ayush Thakur
How One-Hot Encoding Improves Machine Learning Performance
Ayush Thakur
What's the Optimal Batch Size to Train a Neural Network?
Ayush Thakur
Real Time Social Distance Detector
Piyush Thakur, Sudarshana Dutta
How to Fine-Tune HuggingFace Transformer with W&B
Ayush Thakur
Tables Tutorial: Visualize Data for Image Classification
Stacey Svetlichnaya
Custom Multi-Line Plots
Stacey Svetlichnaya
Intro to Meta-Learning
Stacey Svetlichnaya
GANSpace
Adrish Dey
Understanding what works (and why) in Deep Metric Learning
Karsten Roth
Finetuning DETR (Object Detection with Transformers) on Tensorflow - A step by step tutorial
Thibault Neveu
Can Apple's M1 help you train models faster & cheaper than NVIDIA's V100?
Chris Van Pelt
Intro to W&B Artifacts
Stacey Svetlichnaya
Multi-GPU Training Using PyTorch Lightning
Ayush Thakur
How To Use GPU with PyTorch
Ayush Thakur
Essential Math for Data Science
Hadrien Jean
How to Correctly Install TensorFlow in a GPU Enabled Laptop?
Ayush Thakur
Use GPUs With Keras
Ayush Thakur
Implementing and Tracking the Performance of a CNN in Pytorch - An Example
Ayush Thakur
Implementing Dropout in PyTorch: With Example
Ayush Thakur
Plotting Keras History
Lavanya Shukla