Discover the mystery and secrets of Artificial Intelligence

Welcome again! In this blog post we are going to ask the first and most important question there is when discovering Artificial Intelligence, we will dive into what it represents, how it is created, and the general public perception of this amazing new technology.

A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience E.

This is the textbook definition of Machine Learning AI, the most popular amongst programmers, engineers, and people working in…


We’ll build an ARIMA Model using Python to predict house sale price. Here is the source code and the dataset.

And now let’s get started

The Data

Our data comes from website Kaggle.com and it contains the general information such as “area”, “no_of_crimes” and so on. We need the average price of selling the houses from area. We will visualize the data to see what we are working with.

The Code

Import the libraries

Here are the main modules for data visualization and math manipulation. For forecasting model we use statsmodels.

Load the data

Let’s load the dataset into a Pandas data frame and prepare it for work


Welcome to Cortex, we are a full-stack end-to-end machine learning development company aimed at creating state of the art models. Based in the beautiful Republic of Moldova with our hearts open to the entire world, we feel like a part of the global AI community, connected through the internet and bonded by our common ideas.

We started our company to offer other organizations around the world the capability of AI. …

Cortex

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