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 · Season Mudbhary
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
I Built an Open Healthcare Data Dictionary with 100k+ ISO-11179 Terms — Here's What I Learned
If you've ever worked on a healthcare data team, you've lived this problem: one system calls it...

Dev.to · Nasrul Hazim Bin Mohamad
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
When a KPI reads 163 billion instead of 819
TL;DR A metrics engine had two query paths — a SQL push-down for big datasets, an...
Simon Willison's Blog
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
HTML table extractor
Tool: HTML table extractor Yet another in my growing collection of paste-conversion tools. This one accepts pasted rich text from browsers (with embedded HTML t

Dev.to · Atqiya Abida Anjum
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
How Microsoft Excel Quietly Breaks Your JSON Imports (And How to Fix It)
If you have ever built an application or pipeline that accepts CSV uploads, you have probably run...

Dev.to · David Maina
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
From Zero to Spreadsheet: My Honest First Experience with Microsoft Excel
A beginner's journey through cells, formulas, and a few accidental disasters When someone first...

Dev.to · Audrine Marion
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Why Hypothesis Testing is the Backbone of Data Science
From A/B testing and machine learning to business intelligence and scientific research, hypothesis...

Dev.to · Ryan Murunga
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Modelling in Power Bi
INTRODUCTION Power Bi is a comprehensive business analytic tool developed by microsoft. Power Bi is...

Dev.to · Danson Kuria
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Relationship Schemas and Joins in Power BI
A popular BI software named Power BI comes handy when you’re looking to scrutinize data from various...

Dev.to · Hamza Khan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
SmiteTracker: A Free Platform to Track SMITE Match History, Ranked Stats, and Player Performance
SMITE is a competitive multiplayer game where every match provides an opportunity to learn, improve,...

Dev.to · Fanuel Awidhi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
From Tables to Insights: Understanding Data Modelling, Joins, Relationships and Data Schemas
Data Modelling is both an art and science because we are constantly trying to shape data so that the...

Dev.to · circobit
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Extraire des Tableaux Financiers : Actions, ETF et Données de Marché
Les sites financiers sont des mines d'or de données tabulaires. Cours d'actions, compositions d'ETF,...

Dev.to · beefed.ai
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Scalable Star Schema Design for Modern Data Warehouses
Step-by-step guide to designing star schemas that scale: facts, dimensions, SCDs, surrogate keys, and performance best practices.

Dev.to · Maina kelvin
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Modeling, Joins, Relationships, and Different Schemas in Power BI
Power BI is often sold on its visuals, sleek charts, interactive dashboards, and drill-throughs. But...

Dev.to · Manveer Chawla
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
When to denormalize, when to join: A ClickHouse guide (2026)
Denormalization has been the standard approach to analytical data modeling for good reason. Moving...

Dev.to · Mary Ngure
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
PowerBI; Relationships, Schemas & Dashboards
When I started learning Power BI, I thought dashboards were mostly about choosing the right...

Dev.to · Gabriel Mbuva
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Power BI: Modelling, Schemas, Joins and Relationships
Power BI is a data visualization and business intelligence tool designed for business professionals...

Dev.to · Kingsong
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
I timed stair carries on my commute ? the spreadsheet column mobility apps skip
I log commutes in a spreadsheet because mobility apps smooth over the ugly legs. Last week I added a...

Dev.to · Vinicius Fagundes
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Your p-value answered a question you didn't ask.
You ran the A/B test. It came back p = 0.08. "Not significant." So you killed the feature and moved...

Dev.to · Felix Nyabwonda
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Quick Overview of Relationship Schemas and Joins
Introduction BI analysts are tasked with answering business questions for their clients....

Dev.to · soy
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
DuckDB-Iceberg v1.5.3, PostgreSQL Hash Join Tuning, & Relational Algebra to SQL
DuckDB-Iceberg v1.5.3, PostgreSQL Hash Join Tuning, & Relational Algebra to SQL ...

Dev.to · Luis Monasterios
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Analysis SQL: Asking the right questions and using the right tools
If you've ever practiced SQL interview questions, you have almost certainly crossed paths with this...

Dev.to · ahmet gedik
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Ad-Hoc Video Analytics with DuckDB on Parquet Exports from Production SQLite
Exporting trending-video metadata from production SQLite to hive-partitioned Parquet and running cro

Dev.to · Bethuel Ngetich
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Why Is Your Power BI Dashboard So Slow? 🐌
Have you ever opened a dashboard and it took forever for it to load? Before blaming Power BI, take a...

Dev.to · Sylwester Kowal
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
How to Analyze Storefront Elements by Revenue Impact, Not Just CTR
Most ecommerce teams can tell you where traffic comes from. Fewer teams can tell you which storefront...

Dev.to · Mike Czerwinski
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
A published win rate is the actor auditing itself
Seven Telegram signal channels advertise 70 to 80 percent win rates. I ran a shadow-mode bot for two months and audited 17 months of their message history: 9,31

Dev.to · Anshul Jangale
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Apache Spark in Microsoft Fabric: How It Handles Big Data and Makes Your Life Easier
If you've ever tried to process millions of rows of data in a regular tool like Excel or even a basic...

Dev.to · dayu2333-jinyul
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
I Tracked My Body Fat for 90 Days and Built a Calculator That Actually Makes Sense
For three months, I weighed myself every morning and took body measurements every Sunday. I used a...

Dev.to · NexGenData
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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
1w 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
1w 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
1w 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
1w 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...

Dev.to · Datta Sable
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Microsoft Fabric Architecture Explained: The Complete 2026 Guide
A complete technical guide to Microsoft Fabric architecture: OneLake, Lakehouse, Warehouse, Direct Lake, governance, security, and certification paths.

Dev.to · Edge Lab
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Sharp Money vs Public Money: What Betting Line Movement Data Reveals
The opening kickoff of Super Bowl LVII was still three weeks away when sharp bettors began their...

Dev.to · Edge Lab
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
I Found 5 Systematic Biases in Sports Prediction Markets Using Polymarket Data
When the Philadelphia Eagles were trading at 45% on Polymarket to win the Super Bowl in August 2023,...

Dev.to · Edge Lab
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
StatsBomb Open Data Reveals: Late Goals Aren't Random
When the referee checks their watch in the 85th minute, something predictable happens in soccer—but...

Dev.to · sharanjit singh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Why We Built a No-Code Visual Pipeline for Institutional Financial Data
As developers, we are used to building robust data pipelines to parse, normalize, and orchestrate...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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
1w 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
1w 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...

Dev.to · Nata Rizki
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
YAN — Yet Another Notation: A Data Format Designed for Humans
YAN — Yet Another Notation A human-readable, human-writable, and machine-readable data interchange...

Dev.to · Ahmed Moussa
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
DataLineage vs OpenLineage, Marquez, DataHub: Which Data Lineage Tool Should You Use?
--- title: "Data Lineage Tools in 2024: An Honest Field Guide (DataLineage vs. The...

Dev.to · Jorge Martinez
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Algorithmic Entity Resolution in Music Metadata
In the global streaming economy, Spotify, Apple Music, and other DSPs process billions of plays...

Dev.to · GrahamduesCN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
MCP in 2026: The numbers behind the ecosystem explosion
I spent an afternoon digging through the MCP ecosystem numbers. Here is what I found. The...

Dev.to · Kenichi Uchiumi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Your analytics dashboard is blind to most AI traffic. Here's how I fixed mine.
A few weeks ago I went digging through raw server logs on a WordPress site I run, out of simple...

Dev.to · Lucas Braun
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
SQL window functions: what separates a mid-level from a senior developer
Most developers know SELECT, JOIN, and GROUP BY. Window functions are where the gap between mid and...

Dev.to · Datta Sable
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Microsoft Fabric Certification Roadmap 2026: A Practical Guide to DP-600, DP-700 & DP-800
If you're planning to work with Microsoft Fabric in 2026, one of the first questions you'll face...

Dev.to · Hanzala Mehmood
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Analyst CV Keywords: The 2026 ATS Guide
TL;DR Data analyst screening is unusually technical: the ATS matches specific languages...
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