Data Science and Machine Learning

Data Science and Machine Learning Tutorials
Such as NLP,ML,DL,AI and more

How to Programmatically Label Datasets using Snorkel in Python

Machine Learning can be grouped into two based on the presence or absence of labels or target class. This gives us the main branches of supervised machine learning (where the dataset is provided with predefined labels) and unsupervised machine learning (where there are no labels given). The task of assigning labels to a dataset is …

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How to Visualize Neural Networks

Neural Networks or preferably called Artificial neural networks forms the building block for Deep learning activities. In this article, we will explore the various ways we can visualize your neural network architecture. We will be using 4 different methods to help us visualize the components of a neural network. By the end of this tutorial …

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Data Analysis with JavaScript Using Data-Forge

Python is popular in the data science world. It has several libraries and packages for performing data analysis, data visualization, machine learning,deep learning and also for converting your models into product. Certain libraries like Pandas, Scikit-learn, Tensorflow, PyTorch, Flask, Streamlit and Plotly made Python very useful for Data Scientist and Data Engineers. JavaScript on the …

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Online Machine Learning In Python with River (ML on Streaming Data)

The usual machine learning we perform is usually on data that is at rest, in other words we train our model on an already collected data which is in batches. This concept of building ML models on data at rest is termed Batch Machine Learning. It is the most common and useful. However what if …

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How to Set a Baseline for Machine Learning Models in Python

When building machine learning models, it is essential to have a baseline by which you can compare the performance of the model you are building. The baseline you set gives you the benefit of knowing whether you are on track and whether your model is improving or not. The type of baseline you set is …

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streamlit themes

Streamlit Themes – How to Customize Your Streamlit Apps

Streamlit has done it again, it has introduced a long awaited feature request – Themes. The ability to change the look of streamlit apps is now possible with the Streamlit Themes. To enjoy this feature you will need to update your streamlit to version 0.79 and upwards pip install –upgrade streamlit Streamlit Themes The new …

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How to Add File Downloads to Streamlit Apps

In a previous post we saw how to add file uploads to our streamlit app. In this tutorial we will learn about how to add file downloads to our streamlit app. By the end of this tutorial you will learn how to Based64 Encode & Decode Data Create File Download function for csv and txt …

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Text Classification with Machine Learning Using Udemy Dataset and Python

In this tutorial- which is part of the End-To-End Data Science Project using the Udemy Dataset – we will perform text classification using the title and the subject category. Our aim behind this project is to predict the subject category giving the course title. By the end of this tutorial you will learn What we …

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Sentiment Analysis in Golang

In this tutorial,which is part of the series Go4DataScience and Go4NLP in which we experiment with Go for doing Data Science, we will be performing sentiment analysis in Golang. By the end of this tutorial you will understand and learn about : What sentiment analysis is Why sentiment analysis Its applications. How to perform sentiment …

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