Hypothesis Test for the Mean
57. Let’s do a hypothesis test on a single population. Either we either know the population variance or […]
MEAN
Standard Error
Series of Posts This series of post is called inferential statistics and is meant as a brief introduction […]
Evaluate Supervised Categorical Models
In the forth of four stages of the PACE Framework of Google, lies the Evaluate stage. The first […]
K-Means Algorithm
K-means is an unsupervised partitioning algorithm. It’s used to organize unlabeled data into groups or clusters. What does […]
Pandas DataFrame groupby
The Pandas groupby method is used for grouping the DataFrame data according to the categories and applying a […]
Describe method in Pandas
The describe() method can be used on a pandas DataFrame. describe() returns descriptive statistics of only columns of […]
1 skim_without_charts in R
This function gives us a pretty comprehensive summary of a dataset. We get the number of rows and […]
Cleaning Data in R
Now we need to clean, standardize and manipulate our data. Usually, before we begin cleaning the data we […]
Central Limit Theorem
The Central Limit Theorem (CLT) states that no matter the distribution of the population (Binomial, Uniform, Exponential, or […]
Windows Batch File for Starting Local MEAN Stack
If you are working on your local computer and you are working with the MEAN Stack (MongoDB, Express, […]