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Roman Orac
Roman Orac

7.8K Followers

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Published in

Geek Culture

·May 5

How to Speed Up and Save Memory in Your Python Code

Efficient code saves time and computing resources, so you can spend more time analyzing and making decisions. — Data science project usually involve enormous datasets, complex algorithms, and resource-intensive computations. In such cases, efficient code saves time and computational resources, letting you focus on analysis and decision-making. This article focuses on the necessity of optimizing Python code for performance and memory. …

Python

7 min read

How to Speed Up and Save Memory in Your Python Code
How to Speed Up and Save Memory in Your Python Code
Python

7 min read


Published in

Geek Culture

·Apr 28

I asked ChatGPT to develop a game

Slither Your Way to Fun with HTML, CSS, and JavaScript — There is a lot of buzz around ChatGPT's coding skills and I was intrigued to try it. The challenge I came up with was to develop a simple snake game in Javascript so that I could run it in my browser. Snake is a classic game that involves a snake…

ChatGPT

4 min read

I asked ChatGPT to develop a game
I asked ChatGPT to develop a game
ChatGPT

4 min read


Published in

Geek Culture

·Apr 24

Discover the latest improvements in Pandas 2.0

New features and improvements to supercharge your data analysis. — Have you heard about the latest version of Pandas, 2.0.0, which was released on April 3, 2023? This latest version brings with it some exciting new features and improvements that will supercharge your data analysis projects. …

Pandas

5 min read

Discover the latest improvements in Pandas 2.0
Discover the latest improvements in Pandas 2.0
Pandas

5 min read


Published in

Geek Culture

·Mar 16

Spreadsheets are moving to Python

Is it time to automate your spreadsheet in Python? — Spreadsheets are every Data Analysist’s best friend. It’s hard to find arguments against spreadsheets, but they do have obvious limitations. Some data analysist argue they are slow, they don’t handle large datasets well and they are challenged when it comes to automation and repeatability. Some will argue you can code…

Python

6 min read

Spreadsheets are moving to Python
Spreadsheets are moving to Python
Python

6 min read


Published in

Better Programming

·Aug 3, 2022

Mito, Python’s Powerful Extension for Spreadsheet Users

Mito — a spreadsheet engine in Python — became even more powerful! — Jupyter (Jupyter Lab, Jupyter Notebook, and Jupyter Hub) is a powerful environment for Python users. It is the most common notebook environment, allowing users to call in a range of packages that allow them to accomplish Data Cleaning all the way to Machine Learning. Mito is a Python Package that…

Programming

4 min read

Mito, Python’s Powerful Extension for Spreadsheet Users
Mito, Python’s Powerful Extension for Spreadsheet Users
Programming

4 min read


Published in

Towards Data Science

·May 31, 2022

How To Write Python without Code

A brief intro to a python package that generates the code while you analyze your data — Python use is consistently growing across industries. One reason for this is the increasing need to analyze large datasets. …

Python

4 min read

How To Write Python without Code
How To Write Python without Code
Python

4 min read


Published in

Better Programming

·Jan 28, 2022

Try Mito Python Package: The Data Scientist’s Spreadsheet

Mito combines your favorite data science tools in a neat Python package — Mito is a spreadsheet interface for Python. You can import Mito into your Jupyter Notebook and a spreadsheet will appear. Just as the saying goes, one video is worth thousands of words — I know… it doesn’t go like that :) Each…

Programming

4 min read

Try Mito Python Package: The Data Scientist’s Spreadsheet
Try Mito Python Package: The Data Scientist’s Spreadsheet
Programming

4 min read


Published in

Towards Data Science

·Nov 22, 2021

How to process a DataFrame with millions of rows in seconds?

TLDR; process it with a new Python Data Processing Engine in the Cloud. — Data Science is having its renaissance moment. It's hard to keep track of all new Data Science tools that have the potential to change the way Data Science gets done. I learned about this new Data Processing Engine only recently in a conversation with a colleague, also a Data Scientist…

Python

6 min read

How to process a DataFrame with millions of rows in seconds?
How to process a DataFrame with millions of rows in seconds?
Python

6 min read


Published in

Python in Plain English

·Nov 9, 2021

Avoid These Mistakes with Time Series Forecasting

A few checks to make before training a Machine Learning model on data that could be random. — Time series forecasting is a subfield of Data Science, which deals with forecasting the spread of COVID, forecasting the prices of stocks, forecasting the daily consumption of electricity… we could go on and on. Data Science is a wide field of study and there aren’t many “Jack of all trades” …

Machine Learning

9 min read

Avoid These Mistakes with Time Series Forecasting
Avoid These Mistakes with Time Series Forecasting
Machine Learning

9 min read


Published in

Towards Data Science

·Nov 2, 2021

How to Write Excel-like Formulas in Python

A short tutorial on how to write Excel-like formulas with the Mito package in Python — Many Python users are transitioning from spreadsheets because of a Python package that allows users to use Excel-like syntax. It is a spreadsheet environment for JupyterLab to help you with your Python analysis. Meet Mito — a Python package that initializes an interactive spreadsheet into your JupyterLab Environment. For each…

Python

4 min read

How to Write Excel-like Formulas in Python
How to Write Excel-like Formulas in Python
Python

4 min read

Roman Orac

Roman Orac

7.8K Followers

Senior Data Scientist. Get Unlimited Medium Reads: https://romanorac.medium.com/membership

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