Machine Learning

Machine Learning

Hacker's Guide to Fundamental Machine Learning Algorithms with Python

Overview of the most used Machine Learning algorithms in practice. When and how to use each one?

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Machine Learning

Hacker's Guide to Data Preparation for Machine Learning

Learn how to preprocess data for your models with Pandas and Scikit-learn in Python

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Machine Learning

Deploy a Keras Deep Learning Project to Production with Flask

Step-by-step guide to build Deep Neural Network model in Keras and deploy it as REST API with Flask & gunicorn on Google App Engine

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Machine Learning

Hacker's Guide to Hyperparameter Tuning

How to find good parameters for your Keras and scikit-learn models?

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Machine Learning

Hacker's Guide to Fixing Underfitting and Overfitting Models

How to fix your model when it is not making good predictions?

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Machine Learning

Practical Guide to Handling Imbalanced Datasets

How to train and evaluate classifiers when the data is imbalanced?

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Machine Learning

TensorFlow 2 and Keras - Quick Start Guide

Learn the basics of TensorFlow 2 and Keras using Python

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Machine Learning

ToDo List text classification using Embeddings and Deep Neural Networks | Deep Learning for JavaScript Hackers (Part VI)

Use ReactJS and TensorFlow.js to create a Deep Neural Network and use it to suggest icons for ToDo list app

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Machine Learning

Alien vs Predator image classification using Deep Convolutional Neural Networks | Deep Learning for JavaScript Hackers (Part V)

Create a Deep Convolutional Neural Network model to classify images of Aliens and Predators

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