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NumPy Broadcasting in Python

NumPy Broadcasting in Python

In Python, NumPy Broadcasting describes how arithmetic works between arrays of different shapes. This is a very powerful feature, but one that can be easily misunderstood, even by experienced users. In this article, I will…

A/B Testing in Machine Learning

AB Testing in Machine Learning

AB Testing refers to a randomized controlled experiment designed to understand how system variants affect metrics. Most major websites today run hundreds or even thousands of AB tests simultaneously, as different product groups seek to…

Lambda in Python

Lambda in Python

Besides the def statement, Python also provides a form of expression that generates function objects. Due to its similarity to a Lisp language tool, it is called lambda. In this article, I will introduce you…

SARIMA in Machine Learning

SARIMA in Machine Learning

In Machine Learning, a seasonal autoregressive integrated moving average (SARIMA) model is a different step from an ARIMA model based on the concept of seasonal trends. In this article, I will introduce you to the…

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…

Word Embeddings in Machine Learning

Word Embeddings in Machine Learning

Word embeddings or word vectors represent each word numerically so that the vector matches how that word is used or what it means. Vector encodings are learned by considering the context in which the words…

Rainfall Prediction with Machine Learning

Rainfall Prediction with Machine Learning

Rainfall Prediction is one of the difficult and uncertain tasks that have a significant impact on human society. Timely and accurate forecasting can proactively help reduce human and financial loss. This study presents a set…

Linear Search Algorithm with Python

Linear Search Algorithm with Python

A simple solution to the sequence search problems is the linear search algorithm, which is also known as a sequential search algorithm. In this article, I will tell you how to create a linear search…

Proximity Analysis with Python

Proximity Analysis with Python

Proximity analysis is a way to analyze the locations of features by measuring the distance between them and other features in the area. The distance between point A and point B can be measured in…

Interactive Maps with Python

Interactive Maps with Python

In this article, I will explain how to create interactive maps with the folium package in python. Along the way, you will also learn how to apply your new skills to visualize Boston criminal data.…

Random Sampling with Python

Random Sampling with Python

Random sampling is part of the sampling technique in which each sample has an equal probability of being selected. A randomly selected sample is meant to be an unbiased representation of the total population. In…

NLP for Other Languages with Machine Learning

NLP for Other Languages with Machine Learning

Natural Language Processing (NLP) is a great task in Machine Learning to work with languages. However, you must have seen everyone working with only in the English language while working on a task of NLP.…

Analyze Healthcare Data with Python

Analyze Healthcare Data with Python

In this article, I will take you through how we can analyze Healthcare data with Python. The process of data analysis remains almost the same in most of the cases, but there are some domains…

Python as First Programming Language

Python as First Programming Language

If you are thinking to choose Python as your first programming language then here in this article, I will take you through why you should think about it again to choose Python as the first…

Predict Migration with Machine Learning

Predict Migration with Machine Learning

In this article, I will take you through a real-world task of Machine Learning task to predict the migration of humans between countries. Human migration is a type of human mobility, where a journey involves…

Genetic Algorithm with Python

Genetic Algorithm with Python

The genetic algorithm is a computer approximation of how evolution performs research, which involves making changes to the parent genomes in their offspring and thus producing new individuals with different abilities. In this article, I…

BigQuery in Data Science

BigQuery in Data Science

Well, sometimes to access big data you have to use a BigQuery. It is important to understand that you are not only storing the data in the cloud, you are also using the data analysis…

Scaling and Normalization in Machine Learning

Scaling and Normalization in Machine Learning

In this article, I’ll walk you through scaling and normalization in machine learning and what the difference between these two is. Now, before I dive into this task let’s import all the libraries we need…

Neural Network with Python Code

Neural Network with Python Code

To create a neural network, you need to decide what you want to learn. Here, I’m going to choose a fairly simple goal: to implement a three-input XOR gate. (It’s an exclusive OR gate.) The…