Author Archives: Rohit Dwivedi - Page 4
In this article, we will explore different Keras callbacks functions. We will build a deep neural network model for a classification problem where we will use different callback functions while training the model.
The post Beginners Guide to Keras CallBacks, ModelCheckpoint and EarlyStopping in Deep Learning appeared first on Analytics India Magazine.
Machine learning is a process where the machine can learn hidden patterns from the data and has the potential to give predictions. It is also called the subset and application of Artificial Intelligence. There are many different real-life use cases of machine learning that are widely used today for example, in the banking sector where…
The post Step-by-Step Building Block For Machine Learning Models appeared first on Analytics India Magazine.
In image classification when you train a Deep Learning model it takes a lot of time. We are unable to check what all is going on when a model is getting trained. Even some of the models that were trained on the Image Net dataset took many days to get trained. But what do you…
The post Tensorboard Tutorial – Visualize the Model Performance During Training appeared first on Analytics India Magazine.
The article demonstrates how to do data augmentation to increase the size of the data. We will first build a deep learning model without performing augmentation and will compute the accuracy. After which we will build a similar deep learning model after performing augmentation and compute the accuracy. Finally, we will compare the performance of both models.
The post How Data Augmentation Impacts Performance Of Image Classification, With Codes appeared first on Analytics India Magazine.
This article demonstrates a classification and regression problem where we will first build the model and then we will evaluate to check the model performance.
The post Practical Guide to Machine Learning Model Evaluation and Error Metrics appeared first on Analytics India Magazine.
This article demonstrates a classification and regression problem where we will first build the model and then we will evaluate to check the model performance.
The post Practical Guide to Machine Learning Model Evaluation and Error Metrics appeared first on Analytics India Magazine.
This article will demonstrate everything you need to know before writing your first code in Pycharm IDE. The article will take you from installing the software and dependencies to writing your first code in Pycharm followed by a classification problem on iris data set where we will classify which class does the flower belong to.
The post Pycharm IDE for dummies- Beginners Guide appeared first on Analytics India Magazine.
The article demonstrates how to deploy a model in real-time using Flask and Rest API through which we would be able to make predictions for the incoming data. We will build a classification model for classifying wine and will deploy it to make real-time class predictions.
The post Hands-On-Guide To Machine Learning Model Deployment Using Flask appeared first on Analytics India Magazine.
Through this article, we will try solving this problem by building a classifier that would be able to predict multiple features such as Age, Gender, Astrological sign and Industry about the author from his texts.
The post How To Predict Authors Features From His Writings appeared first on Analytics India Magazine.
Through this article, we will try solving this problem by building a classifier that would be able to predict multiple features such as Age, Gender, Astrological sign and Industry about the author from his texts.
The post How To Predict Authors Features From His Writings appeared first on Analytics India Magazine.