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 · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Kafka Connect Deep Dive: Source, Sink, SMTs, Schema Registry & Idempotent Writes
kafka connect looks like "just another Kafka client" to a junior engineer — senior engineers know it...

Dev.to · Wangila russell
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Data Engineering Pipeline: Understanding ETL vs ELT
Introduction This week, I started learning Data Engineering concepts, and one of the most important...

Dev.to · David Ohnstad
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Federated Data Architectures: Accountability Without Authority
David Ohnstad explains why federated data architectures create accountability gaps for PMs. Learn how schema enforcement and governance prevent revenue att

Dev.to · David Ohnstad
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Federated Data Architectures: Why PMs Fail
David Ohnstad reveals why data product managers struggle in federated architectures. Learn how organizational design undermines governance and trust in dec

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Why Building Custom Monitoring Dashboards for ClickHouse® Becomes Challenging at Scale
Monitoring is one of the most critical aspects of operating any production database environment. As...

Dev.to · Elliot Pollaro
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
A free, keyless API for dynasty fantasy football values — built from 672k real trades
Most dynasty fantasy football value sources are either crowdsourced votes or locked behind paywalls....

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
I Built the Wrong Scraper First. The Data Looked Clean and Was Still Useless.
A build-in-public failure story about why marketplace scrapers need state, sold signals, seller context, condition, and price history instead of only clean prod

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Your Scraper Returns 200 OK and Still Lies: 7 Marketplace Checks I Use
A practical checklist for making marketplace scrapers safer: sold state, disappearance, seller country, condition, precision filters, price history, and review

Dev.to · Alex Merced
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Apache Data Lakehouse Weekly: June 4 to June 11, 2026
The lakehouse community spent this week arguing about versions, and the arguments mattered. Parquet...

Dev.to · eternalsix
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
AI for data analysis: real use cases
AI for Data Analysis: What Actually Works (And What's Just Demo Magic) Last month I...

Dev.to · wave zhou
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Cleaning messy CSVs without pandas: 3 tiny no-install scripts
Messy CSV exports are a tax on every data task: stray whitespace, duplicate rows, inconsistent...

Dev.to · ahmet gedik
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Building Video Heatmap Analytics with HyperLogLog in Postgres
How we built per-second video watch heatmaps using HyperLogLog sketches in Postgres, with mergeable
Simon Willison's Blog
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
datasette 1.0a33
Release: datasette 1.0a33 This alpha is a significant step on the road to a stable 1.0, finally extending the ?_extra= pattern I introduced in Datasette 1.0a3 t

Dev.to · circobit
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Construindo um Sistema de Inferência de Tipos para Dados Web Bagunçados
Tabelas web são strings. Tudo é string. Mas quando você exporta para JSON ou SQL, você...

Dev.to · Apache SeaTunnel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Demo: Full Data Synchronization from MySQL CDC to PostgreSQL with Apache SeaTunnel
This article provides a detailed walkthrough on using Apache SeaTunnel 2.3.9 to perform full data...

Dev.to · Bob Oner
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
From Clean Data to BI-Ready Reporting Tables with Python, PostgreSQL, and Metabase
In the previous article, I extended a small Python data quality ETL starter from validation and...

Dev.to · Mirlan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How to Query Parquet Files in Object Storage with BigQuery External Tables
If you're storing analytics events, logs, or any append-only data as Parquet files in object storage,...

Dev.to · Robin | Mechanical Engineer
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Pressure Decay Leak Rate Calculation with Temperature Compensation — Implementation Guide
Pressure decay is the standard method for leak testing sealed pneumatic assemblies. Getting accurate...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Day 11 of #100DaysOfClickHouse: Exporting Data from ClickHouse® - Formats, Methods, and Best Practices
Exporting Data from ClickHouse®: Formats, Methods, and Best Practices Data export is a...

Dev.to · Pradip Sodha
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
I Just Wanted dbt State Without Another Account
Background DBT open whole new world of how data-transformation happen, DBT brings software...

Dev.to · Felipe Carvajal Brown
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
PII masking in Polars: MaskOps 2.0, and two metrics that lied to me
A Rust Polars plugin for high-speed PII masking - RUT, CPF, cards, IBAN. Honest benchmarks vs pure-Python regex, air-gapped, GDPR-ready. MaskOps 2.0.

Dev.to · Neal O'Grady
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
The Best Crypto Data APIs for Developers in 2026
If you have ever tried to build a crypto app from scratch, you already know where the time goes. It...

Dev.to · manja316
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How to backtest a Polymarket strategy with free 15-minute historical data
A reproducible recipe: load 18M+ Polymarket price snapshots, label resolved markets, and backtest a favorite-longshot strategy in ~40 lines of pandas. With the

Dev.to · Mohammad Meezan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
My first data analytics projects
Today I got hands on my first data analytics project which was a healthcare dataset. First I got the...

Dev.to · Kai Thorne
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
I Analyzed 59 Dev.to Articles With Python — Here’s What 10,000 Hours of Writing Taught Me About Getting 0 Views
I pulled all 59 of my dev.to articles via API and analyzed view counts. 76% have 0 views. Here’s the Python script I used, what the data says, and exactly what

Dev.to · FatherSon
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How Wise Is the Crowd in Prediction Markets? A Microstructure Analysis
The long-standing assumption that prediction markets are highly efficient “wisdom of the crowd”...

Dev.to · Adeyinka Joseph
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How I’d Learn Data Analysis in 2026 (If I Had to Start From Zero)
Everyone says: “Learn Python, build projects, become a data analyst.” But that advice is...

Dev.to · I Want To Learn Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
SQL for data analysis, the 10 query patterns that matter
Most analytical SQL is a handful of repeating patterns. Master joins, group by, window functions, CTEs, cohorts, funnels, and retention, and you can answer almo

Dev.to · Matheus Dallacort
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Modern Data Stack Migration — Day 1: Scaling to 8+ Companies with DRY Architecture and Chasing a $2M Discrepancy
Hello everyone! Following up on my previous post, Day 1 of my Modern Data Stack migration was an...

Dev.to · Hulk helios
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Building GeoPrizm: Turning Global News Events into a Bilateral Relations Index
I recently built GeoPrizm, a free and open-source dashboard for tracking bilateral relations through...

Dev.to · Phylis Jepchumba, MSc
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
#powerbi
What is Power BI? A Complete Beginner's Guide to Microsoft's Data Platform ...

Dev.to · Pure Life Tribe
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
SQL Explorer: Run Full SQL on CSV, Parquet & JSONL Files in Your Browser
Query large local files with industry-grade SQL — without uploading anything. Utilora SQL Explorer...

Dev.to · arthurvalle1
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Como escolher a melhorinferência estatística quantitativa B3em 2026
← Voltar ao blog GUIA · COMPARATIVO Como escolher a melhor inferência estatística...

Dev.to · Pulsebit News Sentiment API
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit We recently...

Dev.to · arthurvalle1
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Inferência Estatística Quantitativa B3:guia completo
← Voltar ao blog GUIA · INFERÊNCIA QUANTITATIVA Inferência Estatística Quantitativa B3:...

Dev.to · soy
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor ...

Dev.to · arthurvalle1
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Como escolher a melhorinferência estatística quantitativa B3em 2026
← Voltar ao blog GUIA · COMPARATIVO Como escolher a melhor inferência estatística...

Dev.to · ahmet gedik
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Scaling Video Viewership Analytics With TimescaleDB Hypertables
How TopVideoHub moved 12M daily video view events off SQLite onto TimescaleDB hypertables: chunking,

Dev.to · Pulsebit News Sentiment API
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Your Pipeline Is 22.2h Behind: Catching Inflation Sentiment Leads with Pulsebit
Your 24h momentum spike of +0.750 in inflation sentiment is a stark indicator of incoming trends. We...

Dev.to · WebmasterID
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Privacy-First Analytics Is Not Blind Analytics
Privacy-First Analytics Is Not Blind Analytics is a practical operating principle, not a slogan. The...

Dev.to · mjamosk254
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How Excel Is Used in Real-World Data Analysis Week 1 Reflection | Data Science & Analytics Program, LuxDevHQ
Introduction Before I enrolled in this data analytics program, Excel was something I associated...

Dev.to · Paulet Wairagu
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
Dataflows are a type of cloud-based ETL (Extract, Transform, Load) tool for building and executing...

Dev.to · Sami
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it
If you scrape Weibo's hot-search board you get a snapshot: ~50 trending topics, ranked, right now....

Dev.to · Andrew Tan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Data Lineage Is a Vanity Metric Without Business Context
Most lineage tools produce beautiful diagrams that don't answer the one question that matters: 'What...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Day 8 of #100DaysOfClickHouse: Understanding ClickHouse® Data Types
Understanding ClickHouse® Data Types: A Beginner’s Guide When working with ClickHouse®,...

Dev.to · manja316
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
A walk through what ~17,900 prediction markets look like in bulk — favorite-longshot bias, late convergence, and why volume != movement — using a dataset of 17.

Dev.to · zhongqiyue
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Why regex wasn't enough for data extraction (and what I used instead)
I spent three weeks trying to extract invoice data from a pile of PDFs sent by different vendors....

Dev.to · Elishiba Muigo
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How Excel is Used in Real-World Data Analysis
To anyone who has basic computer knowledge will tell you they know Excel, many will just say it's a...
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