TensorFlow for Computer Vision — How to Implement Pooling From Scratch in Python
Do you know what a pooling layer in TensorFlow does to a neural network? Read a complete guide …
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Python Structural Pattern Matching — Top 3 Use Cases To Get You Started
Python 3.10 packs support for Switch statements (structural pattern matching). Here are a …
TensorFlow for Computer Vision — How to Implement Convolutions From Scratch in Python
Do you really know how convolutions work in TensorFlow? Here’s a complete guide to …
How to Export and Load Anaconda Environments for Data Science Projects
Did you know you can export and share Anaconda environments? It boils down to a single Terminal …
TensorFlow for Computer Vision — How to Train Image Classifier with Convolutional Neural Networks
Artificial neural networks are amazing, but not for image data. That’s where …
TensorFlow for Computer Vision — How to Train Image Classifier with Artificial Neural Networks
Training image classifiers with artificial neural networks in TensorFlow isn’t a good …
TensorFlow for Computer Vision — Top 3 Prerequisites for Deep Learning Projects
Do you want to train a neural network for image classification with TensorFlow? Make sure to do …
How to Write Custom TensorFlow Callbacks — The Easy Way
TensorFlow Series #7 - Do you find built-in TensorFlow callbacks limiting? You can write your …
TensorFlow Callbacks — How to Monitor Neural Network Training Like a Pro
TensorFlow Series #6 - Learn how to monitor neural network model training with TensorFlow …
How to Find Optimal Neural Network Architecture with TensorFlow — The Easy Way
TensorFlow Series #5 - Learn how to find the optimal neural network architecture by …
How to Optimize Learning Rate with TensorFlow — It’s Easier Than You Think
TensorFlow Series #4 - Learn how to optimize learning rate and why it’s important to …
How to Train a Classification Model with TensorFlow in 10 Minutes
TensorFlow Series #3 - Learn how to preprocess a classification dataset and train a …
Regression Modelling with TensorFlow Made Easy — Train Your First Model in 10 Minutes
TensorFlow Series #2 - Learn how to prepare and model regression datasets.
The Easiest Guide to Installing TensorFlow 2.5 on M1 Macs
TensorFlow Series #1 - Learn how to install TensorFlow 2.5+ on Apple’s M1 chip.
Apache Kafka in Python: How to Stream Data With Producers and Consumers
Apache Kafka Tutorial Series 3/3 - Learn how to write Kafka Producers and Consumers in Python, …
Master the Kafka Shell in 5 Minutes — Topics, Producers, and Consumers Explained
Apache Kafka Tutorial Series 2/3 - Learn all about Kafka topics, console Producers, and …
How to Install Apache Kafka Using Docker — The Easy Way
Apache Kafka Tutorial Series 1/3 - Learn how to install Apache Kafka using Docker and how to …
Dask Delayed — How to Parallelize Your Python Code With Ease
Python and GIL - Problem no more! Yes, you can execute Python code in parallel with Dask …
Master Machine Learning: Random Forest From Scratch With Python
Do you know how Random Forests works? This article shows you all the math and code you need to …
Master Machine Learning: Decision Trees From Scratch With Python
Do you know how Decision Trees work? This article shows you all the math and code you need to …
How to Use Custom Fonts with Matplotlib — In 5 Minutes or Less
Matplotlib and custom fonts? It’s easier than it seems. Here’s a complete …