AI Origins & Evolution

Will Julia surpass Python in popularity?

In this year’s Stack Overflow developer survey, Julia ranked in the top 5 for the most loved languages

08/07/2022

AI Mysteries

LUX: Python API for Automated Exploratory Data Analysis

Do you want to automate data analysis in your projects? LUX is an API which yields efficient and a quick data analysis. Have a look into it.

26/06/2022

AI Mysteries

How to build a web scraping package to extract hyperlinks in 10 minutes using Python?

This article briefs about the process of building a custom python package that can be used to scrape data from the web by using various inbuilt functions of BeautifulSoup.

07/06/2022

AI News & Update

Widely used Python and PHP libraries compromised

PyPI took down the malicious ctx versions soon, however, reports still indicate the presence of malicious code within all ctx versions.

25/05/2022

Key highlights from oneAPI AI Analytics Workshop on Accelerating Python for Data Science & Machine Learning

AI Origins & Evolution

Key highlights from oneAPI AI Analytics Workshop on Accelerating Python for Data Science & Machine Learning

The workshop covered extensively the oneAPI AI Analytics toolkit, which contained a core set of tools and libraries for developing high-performance applications on Intel® CPUs, GPUs, and FPGAs.

09/05/2022

AI Origins & Evolution

Anaconda brings out PyScript: Python in your browser

A user can run many popular packages of Python and the scientific stack like NumPy, pandas, scikit-learn, etc.

04/05/2022

AI Origins & Evolution

Top basic Python hacks all programmers must know

The trimming hack is useful for scraping unwanted data.

26/04/2022

AI Origins & Evolution

From C to Python: The evolution of programming languages in the last 50 years

Brian Kernighan is the brains behind the AWK and AMPL programming languages.

15/04/2022

AI Mysteries

A guide to Regularized Discriminant Analysis in python

The Regularized Discriminant Analysis is a combination of both Linear and Quadratic discriminant analysis which analyze the observation-based set of measurements to classify the objects into one of several groups or classes.

14/04/2022

AI Origins & Evolution

Python’s increasing popularity in scientific and high-performance computing

Python is often used as a glueing layer that relies on compiled optimised packages that it strings together to perform the target computations.

12/04/2022

AI Mysteries

A hands-on guide to dummy variable trap with a solution in Python

The dummy variable trap occurs when the dummy variables generated are having multicollinearity and are used for training the model.

05/04/2022

AI Mysteries

A hands-on guide to principal component regression in Python

Principal Components Regression (PCR) is a technique for analyzing multiple regression data that suffer from multicollinearity. Principal components regression reduces errors in regression estimates by adding a degree of bias

02/04/2022

AI Mysteries

A complete tutorial on Ordinal Regression in Python

In statistics and machine learning, ordinal regression is a variant of regression models that normally gets utilized when the data has an ordinal variable. Ordinal variable means a type of variable where the values inside the variable are categorical but in order.

01/04/2022

Accelerate Python* for data science and machine learning with oneAPI AI Analytics Toolkits

Creative AI

Accelerate Python* for data science and machine learning with oneAPI AI Analytics Toolkit

Intel®’s accelerated Python* packages enable scientists to take advantage of the productivity of Python while taking advantage of the ever-increasing performance of modern hardware.

01/04/2022

AI News & Update

Python library Stumpy releases its latest version 1.11.0

Stumpy is a powerful and scalable library for modern time series analysis.

23/03/2022

AI News & Update

LinkedIn open sources FastTreeSHAP Python package

FastTreeSHAP has been widely used for explaining tree-based models.

22/03/2022

AI Mysteries

How to create a pivot table in Python from scratch?

A Pivot table is an exquisite tool to calculate, scrutinize and epitomize a large amount of data by the method of aggregation functions. These aggregation

20/03/2022

AI Mysteries

A beginner’s guide to Student’s t-test in python from scratch

Student’s t-test tests whether two samples belong to the same population by considering a null hypothesis that their means are equal

19/03/2022

AI Mysteries

Beginner’s guide to Chi-square Test in Python from Scratch

The Chi-square test is one of the statistical tests we can use to decide whether there is a correlation between the categorical variables.

19/03/2022

Python Libraries Repository for Data Science

The most comprehensive Repository of Python Libraries for Data Science Recent Tutorials EDA, Visualization & Data Handling S No. Library Year Released Release Docs Tutorials

16/03/2022

AI Origins & Evolution

Top 10 Python cheat sheets in 2022

Python for Data Science is a one-page Python cheat sheet to learn the fundamentals of this programming language.

15/03/2022

AI Mysteries

A hands-on guide to implementing ggplot in python using plotnine

The ggplot package of the R programming language makes the R richer on the side of data visualization. In python as well, various packages are also available for data visualization. If the features and capabilities of ggplot can be used in python, it will be a valuable advantage in many visualization specific tasks.

03/03/2022

AI Origins & Evolution

Python going strong at 31, but we might never see v4.0

“Better database access modules, an integrated development environment, more documentation and more users, of course,” is what Guido van Rossum, creator of Python programming language,

23/02/2022

AI Mysteries

A guide to AdverTorch: Python toolbox for adversarial robustness

AdverTorch is a tool developed by the Borealis AI research lab that employs a number of attack-and-defence tactics.

17/02/2022

AI News & Update

UC Berkeley researchers develop a Python library for predictive modelling

Interpretable modelling offers an alternative to common black-box modelling.

11/02/2022

AI Mysteries

A guide to Kats: python tool by Meta for effective time-series analysis

Kats stands for Kits to Analyze Time Series, which was developed by the researchers at Facebook, now Meta. One of the most important things about Kats is that it is very easy to use. Also, it is a very light weighted library of generic time series analysis in a very generalized nature.

06/02/2022

AI Mysteries

A complete tutorial on visualizing probability distributions in python

In mathematics, especially in probability theory and statistics, probability distribution represents the values of a variable that holds the probabilities of an experiment. distribution.

05/02/2022

AI Origins & Evolution

Top laptops for Python programming in 2022

The Microsoft Surface Book 2 is a fantastic option for any coders out there, as it is one of the most powerful 2-in-1 laptops available

29/01/2022

AI Origins & Evolution

Scala vs Python for Apache Spark: Which one to go for

Though Spark has APIs for both Scala and Python, let us try to understand which one you should choose for using the Apache Spark framework.

17/01/2022

AI News & Update

Python is again the Top Programming Language of the Year

TIOBE is one of the leading trackers of language popularity.

12/01/2022

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