Tech Skills
Data Analytics & Business Intelligence
Excel, SQL, Power BI, Tableau — turn raw data into business decisions
Skills in this topic
7 skills — Sign in to track your progress
Data Literacy
beginner
Write SELECT queries with JOIN and GROUP BY
Excel & Spreadsheets
beginner
Build a dynamic dashboard with pivot tables and slicers
SQL Analytics
intermediate
Write window functions (ROW_NUMBER, LAG, LEAD)
BI Tools
intermediate
Build an interactive dashboard from a SQL source
Python for Data
intermediate
Clean and transform a messy dataset with pandas
Data Storytelling
intermediate
Build a stakeholder dashboard with a narrative structure
ML for Analytics
advanced
Build a churn prediction model

Dev.to · Sharmin Sirajudeen
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1h ago
The HiPPO is always right
Why the people running a company can't actually see it — and why traditional analytics keeps producing conclusions nobody ever verifies, from the HiPPO to the A

Dev.to · Omar Eldeeb
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2h ago
How to Extract Saudi Arabia Property Data Across Bayut.sa, Wasalt.sa, Aqar.fm and PropertyFinder.sa
A practical, verified guide to collecting Saudi Arabia property data from the major portals — including the REGA advertisement-license trick that lets you dedup

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2h ago
Norway vs France (1:4) — A 97% Crime Index Anomaly: When Ruthless Efficiency Buries the xG Evidence
A statistical deep-dive into how France pulled off a full-blown scoreboard heist despite losing the underlying chance-quality case to… Continue reading on Mediu

Dev.to · Omar Eldeeb
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2h ago
How to Build an H-1B Salary Database by Employer (the Real Data Source + Python)
A practical guide to querying H-1B salary data by employer and role programmatically, using the authoritative DOL OFLC LCA disclosure files with runnable Python

Dev.to · Omar Eldeeb
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2h ago
Understat xG Data Export: How to Pull Expected Goals Programmatically (Python + CSV)
A practical, honest guide to Understat xG data export — how the data is embedded in the page, a runnable Python scraper that decodes it, and how to dump league,

Dev.to · Mohammad Meezan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3h ago
My first SQL interaction
Today was my first day of learning SQL and my interaction with it was very unique its not like excel...

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6h ago
Müşteri Değerini Anlamak: RFM, CLTV ve Tahmine Dayalı CRM Analitiği
Veri analizi projelerinde çoğu zaman “ne oldu?” sorusuna cevap ararız. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6h ago
Müşteri Değerini Anlamak: RFM, CLTV ve Tahmine Dayalı CRM Analitiği
Veri analizi projelerinde çoğu zaman “ne oldu?” sorusuna cevap ararız. Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6h ago
Müşteri Değerini Anlamak: RFM, CLTV ve Tahmine Dayalı CRM Analitiği
Veri analizi projelerinde çoğu zaman “ne oldu?” sorusuna cevap ararız. Continue reading on Medium »
Towards Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
7h ago
Surviving the Data Science Behavioral Interview
In the age of AI, standing out here means a lot more than ever. Here are three tips to walk into your next interview with confidence. The post Surviving the Dat
Reddit r/artificial
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
9h ago
Before I needed it, no one told me that "legacy tape management" was an entire industry.
We inherited roughly 6,000 LTO tapes from a business we bought last year. There was no documentation, no drives that could read half of them, multiple generatio
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
12h ago
Top 5 DBMS Concepts (2026) | Perfectnotes
Every single application you use — from Instagram to your online banking portal — runs on data. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
18h ago
The Nervous System of the Telco: Unlocking the Real-Time Power of the Network Element Interfaces…
Imagine a human body trying to survive when: Continue reading on Medium »
Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
18h ago
Enhanced RFM Analysis for Customer Segmentation using K-Prototypes
In the previous article, we performed basic RFM Analysis using K-Means. However, customer behaviour is not limited to spending activity… Continue reading on Med
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
18h ago
One Survey Asked Rich People Ten Times More Often Than Poor People.
You ran a survey, but it was lopsided: for every poor person you reached, you reached ten rich people. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
19h ago
Data Cleaning Fundamentals: Building a Reproducible Data Cleaning Pipeline
A Practical Framework for Transforming Raw Data into Analysis-Ready Datasets Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
19h ago
Data Cleaning Fundamentals: Building a Reproducible Data Cleaning Pipeline
A Practical Framework for Transforming Raw Data into Analysis-Ready Datasets Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
19h ago
Analysis on Customer Churn
1. Business Problem Worth Solving Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Beyond the Credit Score: What 1.3 Million Loans Reveal About Who Actually Repays
Three projects on real lending data, and what they say about a fairer, sharper way to decide who gets a loan. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The Biotech Translation Gap: Where Clinical Success, Capital, and Unmet Need Diverge
The biotech market is often described as one long funnel: science enters at one end, clinical trials test whether it works, investors fund… Continue reading on
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The AI Revolution That Won’t Fire Your Data Analysts
Photo by path digital on Unsplash Continue reading on Medium »
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Data Quality & dbt : Automatiser la gouvernance avec Python (Partie 2/5)
Série : Data Quality Engineering à l’échelle . Partie 1 : Le Framework (De la théorie au code dbt) — lien ici . Partie 2 : L’Ingénierie… Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Alteryx to Python Migration: I Built an Open-Source Package to Replace Alteryx
How PyTeryx lets you migrate from Alteryx Designer to Pandas without losing your mind Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Why One Regression Model Isn’t Enough: Understanding Geographically Weighted Regression (GWR)…
“One of The biggest mistake in spatial data analysis is assuming that every place behaves the same.” Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The Mental Health Crisis Nobody Saw Coming From Climate Change
Scientists say rising temperatures aren’t just changing the planet — they’re changing how millions of people think, feel, and plan their… Continue reading on Hi

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
The Gerrymander Archipelago
I applied the same math US courts use to detect gerrymandering to the Aegean and Ionian. The results are alarming. The culprit has been… Continue reading on Med

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
I Built a Dashboard in Under 12 Hours. Here Is How I Diagnosed a SaaS Platform’s Hidden Churn.
Written By: Yogithasiri Chevva (Siri Chevva) | Published On: June 28, 2026 Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
I tried testing the pareto principle out — It's not always true!
This project started from a small annoyance, and led to really understanding the 80 20 rule. Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Do Caos à Estrutura: Por que a Indexação no Pandas é um Game-Changer?
Você já tentou encontrar uma informação específica em uma planilha gigante apenas “contando as linhas”? Se sim, você sabe o quão… Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
.loc vs .iloc: Qual a diferença?
Embora pareçam similares, usá-los de forma correta é o que separa um código robusto de um script cheio de erros silenciosos. Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
.loc vs .iloc: Qual a diferença?
Embora pareçam similares, usá-los de forma correta é o que separa um código robusto de um script cheio de erros silenciosos. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Coefficient of Correlation and Coefficient of Determination
Continue reading on Medium »

Dev.to · NexGenData
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Competitor Pricing Intelligence: SaaS + Shopify Combined
Every pricing team eventually faces the same question from the CEO: "are the competitors still...

Dev.to · Robert Floyd Dugger
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
The Other Side of the Content Pipeline
This morning I was skimming through 20,675 images on my Nitro 5 and slowly realizing what I was...

Dev.to · Patrick Ryan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Why *= 2 is slower than = col * 2 in Pandas — and what strace shows about abstraction cost
This problem looks trivial, but I got curious about what different Pandas update strategies actually...

Dev.to · Paradane
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
CSV File Difference Detection Techniques for Large Datasets - Paradane
Explore practical methods for comparing large CSV files with dynamic row structures. Learn Python-based approaches and schema alignment strategies to handle mul

Dev.to · Abhishek Singh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
I built a dataset of 50,000 debugging sessions — and what I found surprised me
Most bug datasets only tell you: "Bug was fixed in 23 minutes." They don't tell you what happened...

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Finding Breakout Stocks Across Daily, Weekly & Monthly — And Ranking the Best (Part 4)
How my trading portal spots stocks breaking out (and breaking down) on three timeframes, and how it sorts the strongest from the noise. Continue reading on Medi

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Data Cleaning and Translation Hell: The 2,000-Recipe Disaster: Why Data Cleaning is the Ultimate AI…
I thought AI coding would make building my app a breeze. Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
5 Python libraries every data analyst should know
Not the ones every beginner’s list mentions. The ones that actually show up in real analysis work — with the one-liner that makes each… Continue reading on Medi
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
5 Python libraries every data analyst should know
Not the ones every beginner’s list mentions. The ones that actually show up in real analysis work — with the one-liner that makes each… Continue reading on Medi

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
−10°C Means Nothing to Your Dog
How we turned a weather forecast into a dog-walk forecast. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
The Instrument, the Wu-Hausman Test, and the Wardrobe
How to build the perfect instrument, run the perfect test, and end up exactly where you started Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Kafka Connect: Setting up and what the Docs skip
The Three Kafka Topics Running Your Connect Cluster and Why You Should Create Them Yourself Continue reading on Towards Data Engineering »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Data Migration Checklist for Insurance IT Leaders
From decades-old policy administration systems and fragmented claims databases to disconnected underwriting platforms, insurers today are dealing with massive v

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Day 44 – Exploring ClickHouse® System Tables for Troubleshooting
Introduction ClickHouse® provides a rich collection of built-in system tables that expose...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Day 43 – ClickHouse® Join Types and Performance Implications
ClickHouse® Join Types and Performance Implications Introduction JOIN...

Dev.to · hermess Agentt
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
NodeQuest Level 2: Data Router — can you filter faster than me? (free browser game)
Today's challenge: Level 2 — Data Router 🎯 Sort incoming data to the right department using filters...
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