Tag Machine Learning Model

Lazy Predict in Python (Tutorial)

Lazy Predict in Python (Tutorial)

Lazy Predict is a Python library designed to compare the performance of various machine learning models on a dataset. If you don’t know how to select an algorithm when training a machine learning model, this article is for you. In‚Ķ

End-to-End Machine Learning Model

End-to-End Machine Learning Model

You’ll find plenty of machine learning projects and tutorials on the internet, but only a few of them focus on end-to-end model deployment. So, if you want to learn how to build an end-to-end machine learning model, then this article‚Ķ

Autokeras Tutorial with Python

Autokeras Tutorial with Python

AutoKeras is a Keras-based machine learning framework. It was developed by DATA Lab at Texas A&M University to provide deep learning for everyone. Simply put, it is an automatic machine learning framework for deep learning. If you want to learn…

TextBlob in Python (Tutorial)

TextBlob in Python (Tutorial)

TextBlob is a Python library that can be used to process textual data. Some of the tasks where it is good to use are sentiment analysis, tokenization, spelling correction, and many other natural language processing tasks. In this article, I’ll‚Ķ

AutoTS in Python (Tutorial)

AutoTS in Python (Tutorial)

AutoTS is an automatic machine learning library in Python which is developed for the task of automatic time series forecasting. You can use this library for any task of time series forecasting such as predicting the stock prices for the…

Model Deployment in Machine Learning

Model Deployment in Machine Learning

Machine learning is one of those areas that every business invests in today. The complete lifecycle of a machine learning application begins with data collection and ends with model deployment. In this article, I’ll walk you through what model deployment‚Ķ

FastAI in Machine Learning

FastAI in Machine Learning

FastAI is a Machine Learning library used for Deep Learning tasks. It helps by providing top-level components that can be easily used to achieve cutting edge results. In this article, I will walk you through a tutorial on FastAI in…

Save Machine Learning Models

Save Machine Learning Models

In this article, I’ll walk you through how to save machine learning models. Model progress can be recorded during and after training. This means that a model can pick up where it left off and avoid long periods of training.‚Ķ

Launch a Machine Learning Model

Launch a Machine Learning Model

Great, you’ve got approval to launch a machine learning model. Now you need to prepare your solution for production (e.g. tweaking the code, writing documentation and testing, etc.). Then you can launch your machine learning model in your production environment.‚Ķ

Evaluate a Machine Learning Model

Evaluate a Machine Learning Model

When you make an accurate prediction using your trained Machine Learning model, then the next step is often to measure the performance of your model. Data Scientists and other Machine Learning Experts spend a larger part to evaluate a Machine…