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Thuwarakesh Murallie
Thuwarakesh Murallie

1.2K Followers

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My Most Viewed Medium Stories — (Updated Monthly)

Say Hi to me on LinkedIn, Twitter, and Medium. Also, check out my blog too. How to Become a Terrific Data Scientist (+Engineer) Without Coding Making sense from data is common sense. Coding skills aren’t the superpower of a data scientist or data engineer.towardsdatascience.com 5 Python GUI Frameworks to Create Desktop, Web, and Even Mobile Apps. You could build beautiful apps purely in Python.towardsdatascience.com

1 min read

1 min read

My Most Viewed Medium Stories — (Updated Monthly)

Say Hi to me on LinkedIn, Twitter, and Medium. Also, check out my blog too.

How to Become a Terrific Data Scientist (+Engineer) Without Coding

Making sense from data is common sense. Coding skills aren’t the superpower of a data scientist or data engineer.

towardsdatascience.com

5 Python GUI Frameworks to Create Desktop, Web, and Even Mobile Apps.

You could build beautiful apps purely in Python.

towardsdatascience.com

Welcome to the Age of Citizen Data Scientists

Data science has been democratized for the most part. AI is now mainstream!

towardsdatascience.com

3 Ways to Deploy Machine Learning Models in Production

Deploy ML models and make them available to users or other components of your project.

towardsdatascience.com

Create Stunning Visualizations With Pandas Dataframes in One Line of Code

A simple trick to make your charts interactive and visually appealing

towardsdatascience.com

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Published in Towards Data Science

·Jan 19

A Little Pandas Hack to Handle Large Datasets with Limited Memory

The Pandas defaults aren’t optimal. A tiny configuration can compress your dataframe to fit in your memory. — I never thought my code needed improvement. I’ve always complained that I don’t have enough memory or the dataset was too big to handle. My go-to solution was to put them on a Postgres DB and write SQL queries. After all, that is an acceptable way to handle large-scale datasets…

Data Science

8 min read

A Little Pandas Hack to Handle Large Datasets with Limited Memory
A Little Pandas Hack to Handle Large Datasets with Limited Memory
Data Science

8 min read


Published in Towards Data Science

·Jan 16

Maintain Clean Python Code With Black and GitHub Actions

Nobody wants a messy codebase; few have the patience to clean it — Writing code is hard enough, but ensuring it's well-formatted and easy to read can be even more challenging. My coding skills have improved a lot in a decade. But the majority of them are not some fancy API usage or anything. It's how I format the code. In my earliest…

Programming

8 min read

Maintain Clean Python Code With Black and GitHub Actions.
Maintain Clean Python Code With Black and GitHub Actions.
Programming

8 min read


Published in Level Up Coding

·Nov 20, 2022

Are No-Code Platforms a Threat to Developers?

What skills you as a developer should have to be irreplaceable? — The world is simplified. The work of developers is to be. Ever since we started using machines, there has been programming. The algorithm for the Analytical Engine is considered the first computer programming language. The English mathematician Ada Lovelace created it in 1883 for Charles Babbage’s mechanical general-purpose computer.

Technology

6 min read

Are No-Code Platforms a Threat to Developers?
Are No-Code Platforms a Threat to Developers?
Technology

6 min read


Published in DataDrivenInvestor

·Nov 20, 2022

Why I Think YouTube Is Not a Place to Learn Data Science.

This amazing platform has a different purpose. Use it wisely. — If you say YouTube is your last resort, I have no objection. But being free and super popular doesn’t make YouTube the best learning platform. Having tons of tutorial videos doesn’t either. YouTube is a social media built for videos. Over time it has proven valuable in many ways—people from…

Data Science

6 min read

Why I think YouTube Is Not a Place to Learn Data Science.
Why I think YouTube Is Not a Place to Learn Data Science.
Data Science

6 min read


Published in Towards Data Science

·Sep 27, 2022

Is Your Python For-loop Slow? Use NumPy Instead

When speed matters, lists aren’t the best. — Speed is always a concern for developers — especially for data-savvy work. The ability to iterate is the basis of all automation and scaling. The first and foremost choice for all of us is a for-loop. It’s excellent, simple, and flexible. Yet, they are not built for scaling up to…

Data Science

4 min read

Is Your Python For-loop Slow? Use NumPy Instead
Is Your Python For-loop Slow? Use NumPy Instead
Data Science

4 min read


Published in Towards Data Science

·Sep 16, 2022

5 Sneaky Ways Bias Can Affect Your Machine Learning Models

Uncover the Hidden Bias in Your Models and Fix Them — We should be using more AI solutions by now. But there's this bias issue to consider! We've seen AI models perform differently for underrepresented groups. These issues have been debated heavily in recent years. …

Artificial Intelligence

6 min read

5 Sneaky Ways Bias Can Affect Your Machine Learning Models
5 Sneaky Ways Bias Can Affect Your Machine Learning Models
Artificial Intelligence

6 min read


Published in Towards Data Science

·Sep 13, 2022

3 Tested Techniques to Recover Your Failing Models

Models that once did well may start to deteriorate. This is how you could stay on course. — There’s only one constant in the universe — CHANGE! Everything you see and sense was a version of itself a moment ago — the data you used to fit your models are no exception. A perfect model over time fails to predict as it used to. It’s not a bug…

Data Science

6 min read

3 Tested Techniques to Recover Your Failing Models
3 Tested Techniques to Recover Your Failing Models
Data Science

6 min read


Published in Level Up Coding

·Aug 16, 2022

Painless Task Scheduling Using Python

You can use Crontab, or you can use this — Running tasks on a schedule is not a rare use case. Pretty much every programmer does it. The standard technique used for scheduling is using Cron jobs. I have no objection to using Cron and still think it’s a stable way. But what if you want a scheduler all in…

Programming

5 min read

Painless Task Scheduling Using Python
Painless Task Scheduling Using Python
Programming

5 min read


Published in Towards Data Science

·Aug 11, 2022

How to Create File System Triggers in Python

How to painlessly monitor file creation, modification, and deletion programmatically — Imagine you work with a client system where they upload files to an FTP folder. We’ve got to process the file as soon as it appears in the folder and push it to a database. A real-time dashboard is accessing the database. …

Programming

5 min read

How to Create File System Triggers in Python
How to Create File System Triggers in Python
Programming

5 min read

Thuwarakesh Murallie

Thuwarakesh Murallie

1.2K Followers

Data scientist @ Stax, Inc & Top writer in Artificial Intelligence. https://www.the-analytics.club

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