Tag Archives: keras

How to install, load and describe Penn Machine Learning Benchmarks – Yeast Datasets

Hits: 20   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to install, load and describe Penn Machine Learning Benchmarks – Yeast Datasets. What should I learn from this recipe? You will learn: How …

How to use deep learning through sklearn in classifying adult dataset

Hits: 32   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to use deep learning through sklearn in classifying adult dataset. What should I learn from this recipe? You will learn: How to install, …

How to use Keras and Tensorflow in classifing adult income data in Python

Hits: 43   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to use Keras and Tensorflow in classifing adult income data in Python. What should I learn from this recipe? You will learn: How …

How to predict a time series using GRU in Keras

Hits: 65   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to predict a time series using GRU in Keras. What should I learn from this recipe? You will learn: How to code a …

How to predict a time series using LSTM in Keras

Hits: 149   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to predict a time series using LSTM in Keras. What should I learn from this recipe? You will learn: How to code a …

How to predict and visualise a time series using GradientBoost in Python

Hits: 48   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to predict and visualise a time series using GradientBoost in Python. What should I learn from this recipe? You will learn: How to …

How to predict a time series using XGBoost in Python

Hits: 389   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to predict a time series using XGBoost in Python. What should I learn from this recipe? You will learn: How to code a …

How to predict a time series using Multi Layer Perceptron in Keras

Hits: 82   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to predict a time series using Multi Layer Perceptron in Keras. What should I learn from this recipe? You will learn: How to …

How to setup a CNN model for review classification in Keras

Hits: 19   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to setup a CNN model for review classification in Keras. What should I learn from this recipe? You will learn: How to code …

How to setup a Multi-Layer Perceptron model for review classification in Keras

Hits: 21   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to setup a Multi-Layer Perceptron model for review classification in Keras. What should I learn from this recipe? You will learn: How to …

How to setup a GRU (RNN) model for imdb sentiment analysis in Keras

Hits: 109   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to setup a GRU (RNN) model for imdb sentiment analysis in Keras. What should I learn from this recipe? You will learn: How …

How to setup a LSTM (RNN) model for imdb sentiment analysis in Keras

Hits: 64   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to setup a LSTM (RNN) model for imdb sentiment analysis in Keras. What should I learn from this recipe? You will learn: How …

How to setup a Simple RNN model for imdb sentiment analysis in Keras

Hits: 94   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to setup a Simple RNN model for imdb sentiment analysis in Keras. What should I learn from this recipe? You will learn: How …

How to setup a CNN model for imdb sentiment analysis in Keras

Hits: 139   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming:How to setup a CNN model for imdb sentiment analysis in Keras. What should I learn from this recipe? You will learn: How to code …

How to classify digits using a VGG16 network achitecture in Keras and Python

Hits: 34   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming:How to classify digits using a VGG16 network achitechture in Keras and Python. What should I learn from this recipe? You will learn: How to …

How to build a VGG16 network using Keras and Python

Hits: 81   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to build a VGG16 network using Keras and Python. What should I learn from this recipe? You will learn: How to code a …