https://youtu.be/Lyba3eaemFsRegression in TensorFlow is almost the same as the classification. A slight difference is that in Regression, the number of neurons in the output layer is one because regression models…
https://youtu.be/AbpOAKCVr3cThis tutorial is for someone who is just starting off learning the TensorFlow package. In this tutorial, I will share a basic neural network in TensorFlow using the very popular…
Keras library has several callback functions that make your model training very efficient. One of them is EarlyStopping which I love to use. It saves time and computation costs in…
Before choosing any time series forecasting model, it is very important to detect the trend, seasonality, or cycle in the data. Half the job is to understand the data properly.…
Decision Tree is a very popular algorithm for machine learning because it has shown very good success for predictive modeling and also it is easy to explain to stakeholders. This…
Support vector machine is one of the oldest and still popular machine learning models. I wrote on Support Vector Machine Classifier before. So I thought it is necessary to also…
With the massive introduction of ChatGPT and other similar types of applications, it’s impossible not to notice the importance or implications of Natural Language Processing in the industry today. Also,…
In this age of social media and online business era, text data are coming from everywhere. However, dealing with text data is tricky. Because raw text may come in with…
All the tutorials about TensorFlow and neural networks I have shared until now have been about supervised learning. This one will be about the Autoenocder which is an unsupervised learning technique. If I…
I have a few tutorials on Exploratory Data Analysis before. But I feel I should do some more of that. Taking a dataset and explore it, doing the data cleaning, analytics, visualization,…