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George Seif
George Seif

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Published in Level Up Coding

·Dec 4, 2022

How to Manage Multiple Versions of Python on Your Machine With Pyenv

If you code in Python, you’ve probably come across the challenge of managing multiple versions of the language on your machine. This can be a problem if you need to work on different projects that require different versions of Python, as you’ll need to switch back and forth between versions…

Python

3 min read

How to Manage Multiple Versions of Python on Your Machine With Pyenv
How to Manage Multiple Versions of Python on Your Machine With Pyenv
Python

3 min read


Published in Towards Data Science

·Jan 31, 2021

How to Speed up Your K-Means Clustering by up to 10x Over Scikit-Learn

Using the Faiss library — K-Means Clustering is one of the most well-known and commonly used clustering algorithms in Machine Learning. Specifically, it is an unsupervised Machine Learning algorithm, meaning that it is trained without the need for ground-truth labels. Indeed, all you have to do to use it is set the number of desired…

Machine Learning

5 min read

How to Speed up Your K-Means Clustering by up to 10x Over Scikit-Learn
How to Speed up Your K-Means Clustering by up to 10x Over Scikit-Learn
Machine Learning

5 min read


Published in Level Up Coding

·Apr 16, 2020

The Best of Python’s Built-in Libraries

Discover the treasures of Python! — I write a newsletter for learners called Mighty Knowledge. Each new issue contains links and key lessons from the very best content including quotes, books, articles, podcasts, and videos. Each and every one is picked out specifically for learning how to live a wiser, happier, and fuller life. Sign up…

Python

4 min read

The Best of Python’s Built-in Libraries
The Best of Python’s Built-in Libraries
Python

4 min read


Published in Towards Data Science

·Feb 11, 2020

An Introductory Guide to NLP for Data Scientists with 7 Common Techniques

The basics of NLP — I write a newsletter for learners called Mighty Knowledge. Each new issue contains links and key lessons from the very best content including quotes, books, articles, podcasts, and videos. Each and every one is picked out specifically for learning how to live a wiser, happier, and fuller life. Sign up…

NLP

9 min read

An Introductory Guide to NLP for Data Scientists with 7 Common Techniques
An Introductory Guide to NLP for Data Scientists with 7 Common Techniques
NLP

9 min read


Published in Towards Data Science

·Jan 9, 2020

The 4 Hottest Trends in Data Science for 2020

2019 was a big year for all of Data Science. — Want to be inspired? Come join my Super Quotes newsletter. 😎 Companies all over the world across a wide variety of industries have been going through what people are calling a digital transformation. That is, businesses are taking traditional business processes such as hiring, marketing, pricing, and strategy, and using…

Big Data

7 min read

The 4 Hottest Trends in Data Science for 2020
The 4 Hottest Trends in Data Science for 2020
Big Data

7 min read


Published in Towards Data Science

·Dec 19, 2019

Your Guide to AI for Self-Driving Cars in 2020

Deep Learning is the foundation — Want to be inspired? Come join my Super Quotes newsletter. 😎 Self-driving cars, also referred to as autonomous cars, are cars which are capable of driving with little to no human input. A fully self-driving car would be able to drive you from Los Angeles to New York City all…

Self Driving Cars

13 min read

Your Guide to AI for Self-Driving Cars in 2020
Your Guide to AI for Self-Driving Cars in 2020
Self Driving Cars

13 min read


Published in Towards Data Science

·Dec 9, 2019

Modin: Accelerating Your Pandas Functions by Changing One Line of Code

Want to be inspired? Come join my Super Quotes newsletter. 😎 Pandas is the go-to library for processing data in Python. It’s easy to use and quite flexible when it comes to handling different types and sizes of data. It has tons of different functions that make manipulating data a…

Data Science

7 min read

Modin: Accelerating Your Pandas Functions by Changing One Line of Code
Modin: Accelerating Your Pandas Functions by Changing One Line of Code
Data Science

7 min read


Published in Towards Data Science

·Nov 25, 2019

How Artificial Intelligence is Accelerating Drug Discovery

Artificial Intelligence (AI) is taking over every industry. We’ve had electricity, we’ve had the internet, and now, we have AI. AI in the Modern Age The goal of artificial intelligence is to simulate human intelligence using computers. Humans (at least so far) are a lot smarter than computers. We can solve complex problems such as…

Machine Learning

6 min read

How Artificial Intelligence is Accelerating Drug Discovery
How Artificial Intelligence is Accelerating Drug Discovery
Machine Learning

6 min read


Published in Towards Data Science

·Nov 18, 2019

5 Advanced Features of Pandas and How to Use Them

Want to be inspired? Come join my Super Quotes newsletter. 😎 Pandas is the gold standard library for all things data. With functionality to load, filter, manipulate, and explore data, it’s no wonder that it’s a favorite among Data Scientists. Most of us naturally stick to the very basics of…

Data Science

6 min read

5 Advanced Features of Pandas and How to Use Them
5 Advanced Features of Pandas and How to Use Them
Data Science

6 min read


Published in Level Up Coding

·Oct 29, 2019

A Practical Introduction to Python Lambda Functions

Want to be inspired? Come join my Super Quotes newsletter. 😎 In Python, a Lambda Function refers to a small, anonymous function. We call the functions anonymous because technically it has no name — we don’t define it with the standard def keyword that we normally use in Python. Instead…

Programming

5 min read

A Practical Introduction to Python Lambda Functions
A Practical Introduction to Python Lambda Functions
Programming

5 min read

George Seif

George Seif

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