Tag

python

Teaching Kids Coding with Python Projects

With Let’s Talk Python by Pavel Anni

Is your kid (or grandkid/niece/nephew/etc.) interested in coding? Do you want to help them learn (and learn a bit yourself)? This book will help you do it!

Read on for more.

Working with Dataframes in Julia

An excerpt from Julia for Data Analysis by Bogumil Kaminski

This article dives into working with data in dataframes with Julia.

Read it if you’re a data scientist or anyone who works with lots of data, and if you’re interested in the Julia language.

Vectorizing Your Code using Broadcasting

An excerpt from Julia for Data Analysis by Bogumil Kaminski

Many languages designed for doing data science provide ways to perform vectorized operations, which is also often called broadcasting. In Julia, broadcasting is also supported. In this article you will see how to use it.

Read it if you’re a data scientist or anyone who works with lots of data, and if you’re interested in the Julia language.

Multi Indexes

From Pandas Workout by Reuven Lerner

This article discusses using multi indexes in Pandas.

Data Frames in Pandas

From Pandas Workout by Reuven Lerner

This article discusses using Data Frames in Pandas.

Using Multiple Dispatch in Julia

An excerpt from Julia for Data Analysis by Bogumil Kaminski

This article shows you how to use Multiple Dispatch in Julia.

Read it if you’re a data scientist or anyone who works with lots of data, and if you’re interested in the Julia language.

A Deep Learning System from an Engineer’s Perspective

From Engineering Deep Learning Systems by Chi Wang and Donald Szeto

This article presents what prospective readers can expect to learn from this book and why you should learn it.

Read it if you’re a software developer interested in transitioning your skills to the field of deep learning system design or an engineering-minded data scientist who want to build more effective delivery pipelines.

Cleaning Data

From Pandas Workout by Reuven Lerner

This article discusses cleaning data to use with Pandas.

HTTP Session Management

From Full Stack Python Security by Dennis Byrne

HTTP sessions are a necessity for all but the most trivial web applications. Web applications use HTTP sessions to isolate the traffic, context, and state of each user. This is the basis for every form of online transaction. If you’re buying something on Amazon, messaging someone on Facebook, or transferring money from your bank, the server must be able to identify you across multiple requests. This illustrates these concepts with Django.

Persisting Application Data over Time

From The Well-Grounded Python Developer by Doug Farrell

This article, excerpted from chapter 10, covers

§ Persisting Data

§ Database Systems

§ Database Structures

§ Modeling Data with SQLAlchemy

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