python

Web Development with Django

In this tutorial, you're going to learn about the Django Python Web framework. You will learn Django by creating a Voting Web App entirely using the Django.
34
34
data visualization
+1

Introduction to t-SNE

In this tutorial, you’ll learn about the recently discovered Dimensionality Reduction technique known as t-Distributed Stochastic Neighbor Embedding (t-SNE).
41
41
python

Investigating Tensors with PyTorch

In this tutorial, you'll learn about Tensors, PyTorch, and how to create a simple neural network with PyTorch.
24
24
learning data science
+1

Lists: N-Sized Chunks

In this tutorial, you shall work with lists and learn an efficient way to divide arbitrarily sized lists into chunks of a given size.
5
5
neural networks
+2

Deduce the Number of Layers and Neurons for ANN

There is an optimal number of hidden layers and neurons for an artificial neural network (ANN). This tutorial discusses a simple approach for determining the optimal numbers for layers and neurons for ANN's.
19
19
must read
sql
+2

SQL: Reporting and Analysis

Master SQL for Data Reporting & daily data analysis by learning how to select, filter & sort data, customize output, & how you can report aggregated data from a database!
39
39
must read
python

Understanding Logistic Regression in Python

Learn about Logistic Regression, its basic properties, and build a machine learning model on a real-world application in Python.
39
39
machine learning
+1

Ensemble Learning in Python

In this tutorial, you'll learn what ensemble is and how it improves the performance of a machine learning model.
28
28
data visualization
+1

Visualize Missing Data with VIM Package

Learn to use data visualization tools provided by the VIM package to gain quick insights into the missing data patterns.
15
15
machine learning
+2

Machine Learning Basics - The Norms

Learn linear algebra through code and visualization.
19
19
python

Text Analytics for Beginners using NLTK

Learn How to analyze text using NLTK. Analyze people's sentiments and classify movie reviews.
45
45
tidyverse
+1

Tidyverse Soccer Score Analysis

In this tutorial, we'll use tidyr, dplyr, and ggplot2 to visualize a season of soccer scores, and investigate trends in the time of goals scored and conceded.
9
9
r programming

Markov Chain Analysis in R

In this tutorial, you'll learn what Markov chain is and use it to analyze sales velocity data in R.
19
19
machine learning

Towards Preventing Overfitting: Regularization

Learn the basics of Regularization and how it helps to prevent Overfitting.
25
25
tidyverse
+1

Tidy Analysis of Pew Research Data Using R

Learn how to access data from the Pew Research Center, load it into R & then how to explore the data using the Tidyverse ecosystem.
10
10