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Bex T.
Bex T.

31K Followers

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4 days ago

Why Fluent English Is More Important Than Math or Programming for ML

It powers your success in ML like no other skill — An excerpt from my inbox: i need help from you as i came from a diverse background means i changed my field first i did BE in **** but then i switch to **** and machine which is new to me but i did it eventually now as by reading…

English

7 min read

Why Fluent English Is More Important Than Math or Programming For ML
Why Fluent English Is More Important Than Math or Programming For ML
English

7 min read


Published in

Towards AI

·Sep 22

The Hardest of Pandas: pivot_table, stack, and unstack Clearly Explained

Master these head-scratchers like never before — Introduction While most Pandas expressions read like English, you sometimes face real head-scratchers. Yes, they have intuitive names like cut or pivot but they are seemingly impossible to wrap your head around. So, I decided to write a series of articles dedicated to what I think are the most difficult Pandas…

Artificial Intelligence

6 min read

The Hardest of Pandas: pivot_table, stack, and unstack Clearly Explained
The Hardest of Pandas: pivot_table, stack, and unstack Clearly Explained
Artificial Intelligence

6 min read


Published in

Towards AI

·Sep 12

3 Best (Often Better) Alternatives To Histograms

Avoid the most dangerous pitfall of histograms — Binning Bias, The Biggest Flaw of Histograms Histograms are probably the first plot you might have used as you embark on your journey as a data scientist. They are intuitive and easy plots to understand the shapes of distributions. However, as you progress through your journey, you will find that histograms are not so peachy. Histograms group…

Data Visualization

10 min read

3 Best (Often Better) Alternatives To Histograms
3 Best (Often Better) Alternatives To Histograms
Data Visualization

10 min read


Published in

Towards AI

·Sep 7

How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds

Use Pandas the way it was intended to — Introduction “Great… another article on how to make Pandas n times faster.” I think I have said that countless times for the past three years I have been using Pandas. The most recent one I saw said, “make Pandas 71,803 times faster”. But I won’t give you that kind of promise…

Artificial Intelligence

6 min read

How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds
How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds
Artificial Intelligence

6 min read


Published in

Towards AI

·Sep 4

6 Pandas Mistakes That Silently Tell You Are a Rookie

No error messages — that’s what makes them subtle — Introduction We are all used to the big, fat, red error messages that frequently pop up while we code. Fortunately, people won’t spot it because we always fix those errors. But how about the mistakes that give no errors? These are the trickiest, but the pros could easily call them out. …

Artificial Intelligence

7 min read

6 Pandas Mistakes That Silently Tell You Are a Rookie
6 Pandas Mistakes That Silently Tell You Are a Rookie
Artificial Intelligence

7 min read


Published in

Towards AI

·Sep 1

Who Needs Photo Editors?! — Massive Image Manipulation Tutorial in Python

Transform and manipulate images at will with scikit-image — Introduction We are here on a sad business. Very sad, indeed. We are here to learn how to take beautiful, breathtaking images and turn them into a bunch of ugly little numbers so that they are more presentable to all those soulless, mindless machines. We will take animals…

Artificial Intelligence

17 min read

Who Needs Photo Editors?! — Massive Image Manipulation Tutorial in Python
Who Needs Photo Editors?! — Massive Image Manipulation Tutorial in Python
Artificial Intelligence

17 min read


Published in

Towards AI

·Aug 29

Advanced Tutorial: How to Master Matplotlib Like an Absolute Boss

Use Matplotlib like never before — I used to have a rule… When I was a beginner learning data visualization, I used to have a rule — never, ever visit the Matplotlib documentation. Nothing good ever came out of there. When I was on its pages, my eyes would process English words but, somehow, they were interpreted into my brain like I…

Data Visualization

9 min read

Advanced Tutorial: How to Master Matplotlib Like an Absolute Boss
Advanced Tutorial: How to Master Matplotlib Like an Absolute Boss
Data Visualization

9 min read


Published in

Towards AI

·Aug 3

Excalidraw: How to Express Yourself in Data Science More Clearly With Drawings

Instead of 1000 words, use a single striking sketch. — Introduction Even though you’ve heard it countless times, I repeat it — a picture is worth a thousand words. In data science communication, this quote is literally, figuratively, any-possible-adverb-here true. You don’t want to ramble on to your manager, boss or, colleague reading from a wall of text. Instead, deliver your…

Artificial Intelligence

4 min read

Excalidraw: How to Express Yourself in Data Science More Clearly With Drawings
Excalidraw: How to Express Yourself in Data Science More Clearly With Drawings
Artificial Intelligence

4 min read


Published in

Towards Data Science

·Aug 1

130 ML Tricks And Resources Curated Carefully From 3 Years (Plus Free eBook)

Each one is worth your time — Introduction There are two types of tricks in data science and ML: tricks that are rare and very cool. They are designed to grab your attention but ultimately, you will never use them because their use-cases are too narrow. Think of those Python one-liners that are dreadful in terms of readability. …

Machine Learning

48 min read

130 ML Tricks And Resources Curated Carefully From 3 Years (Plus Free eBook)
130 ML Tricks And Resources Curated Carefully From 3 Years (Plus Free eBook)
Machine Learning

48 min read


Jul 31

This is a complete copy/paste of my LinkedIn post I shared last year. At least, give proper credit.

This is a complete copy/paste of my LinkedIn post I shared last year. At least, give proper credit.

1 min read

1 min read

Bex T.

Bex T.

31K Followers

BEXGBoost | DataCamp Instructor |🥇Top 10 AI/ML Writer on Medium | Kaggle Master | https://www.linkedin.com/in/bextuychiev/

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