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Data science/ML/AI

Data science/ML/AI

@datascience_bds

Data science and machine learning hub

Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources.

For beginners, data scientists and ML engineers
πŸ‘‰ https://rebrand.ly/bigdatachannels

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Contact: @mldatascientist
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Post #915 1.86K
Introduction To Linear Regression
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Post #914 1.91K
SQL JOINS
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Post #912 1.81K
Machine Learning Cheatsheet
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Post #911 1.84K
Most Common Data Science Skills in Job Posting
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Post #910 5.5K
πŸ“Š Infographic Elements That Every Data Person Should Master πŸš€

After years of working with data, I can tell you one thing:
πŸ‘‰ The chart ou choose is as important as the data itself.

Here’s your quick visual toolkit πŸ‘‡

πŸ”Ή Timelines

* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events

πŸ”Ή Circular Charts

* Donut 🍩 & Pie πŸ₯§ for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps

πŸ”Ή Creative Comparisons

* Bubble 🫧 & Area πŸ”΅ for impact by size
* Dot Matrix πŸ”΄ for colorful distributions
* Pictogram πŸ‘₯ when storytelling matters most

πŸ”Ή Classic Must-Haves

* Bar πŸ“Š & Histogram πŸ“ (clear, reliable)
* Line πŸ“ˆ for trends
* Area 🌊 & Stacked Area for the β€œbig picture”

πŸ”Ή Advanced Tricks

* Stacked Bar πŸ— when categories add up
* Span πŸ“ for ranges
* Arc 🌈 for relationships

πŸ’‘ Pro tip from experience:
If your audience doesn’t β€œget it” in 3 seconds, change the chart. The best visualizations speak louder than numbers
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Post #907 2.16K
Big Data 5V
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Post #906 2.16K
Great Packages for R
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Post #904 2.18K
The RAG Developer Stack 2025 - Build Intelligent Al That Thinks, Remembers & Acts
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Post #903 2.05K
Data Structures in R
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Post #902 2.35K
An Artificial Neuron
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Post #901 1.95K
Layers of AI
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Post #900 2.04K
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Post #899 2.16K
7 In Demand Data Analytics Skills
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Post #898 2.22K
Essential Pandas Methods For Data Science
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Post #897 2.23K
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Post #896 2.26K
AI Agents Quick Guide
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Post #895 2.18K
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