Tech Skills

Data Analytics & Business Intelligence

Excel, SQL, Power BI, Tableau — turn raw data into business decisions

16,791
lessons
Skills in this topic
View full skill map →
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
All Reads (7,325) Articles (3002)Blog Posts (3420)Tutorials (368)Research Papers (39)News (496)
Kafka Connect Deep Dive: Source, Sink, SMTs, Schema Registry & Idempotent Writes
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...
Data Engineering Pipeline: Understanding ETL vs ELT
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...
Federated Data Architectures: Accountability Without Authority
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
Federated Data Architectures: Why PMs Fail
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
Why Building Custom Monitoring Dashboards for ClickHouse® Becomes Challenging at Scale
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...
A free, keyless API for dynasty fantasy football values — built from 672k real trades
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....
I Built the Wrong Scraper First. The Data Looked Clean and Was Still Useless.
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
Your Scraper Returns 200 OK and Still Lies: 7 Marketplace Checks I Use
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
Apache Data Lakehouse Weekly: June 4 to June 11, 2026
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...
AI for data analysis: real use cases
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...
Cleaning messy CSVs without pandas: 3 tiny no-install scripts
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...
Building Video Heatmap Analytics with HyperLogLog in Postgres
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
Construindo um Sistema de Inferência de Tipos para Dados Web Bagunçados
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...
Demo: Full Data Synchronization from MySQL CDC to PostgreSQL with Apache SeaTunnel
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...
From Clean Data to BI-Ready Reporting Tables with Python, PostgreSQL, and Metabase
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...
How to Query Parquet Files in Object Storage with BigQuery External Tables
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,...
Pressure Decay Leak Rate Calculation with Temperature Compensation — Implementation Guide
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...
Day 11 of #100DaysOfClickHouse: Exporting Data from ClickHouse® - Formats, Methods, and Best Practices
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...
I Just Wanted dbt State Without Another Account
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...
PII masking in Polars: MaskOps 2.0, and two metrics that lied to me
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.
The Best Crypto Data APIs for Developers in 2026
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...
How to backtest a Polymarket strategy with free 15-minute historical data
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
My first data analytics projects
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...
I Analyzed 59 Dev.to Articles With Python — Here’s What 10,000 Hours of Writing Taught Me About Getting 0 Views
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
How Wise Is the Crowd in Prediction Markets? A Microstructure Analysis
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”...
How I’d Learn Data Analysis in 2026 (If I Had to Start From Zero)
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...
SQL for data analysis, the 10 query patterns that matter
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
Modern Data Stack Migration — Day 1: Scaling to 8+ Companies with DRY Architecture and Chasing a $2M Discrepancy
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...
Building GeoPrizm: Turning Global News Events into a Bilateral Relations Index
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...
#powerbi
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 ...
SQL Explorer: Run Full SQL on CSV, Parquet & JSONL Files in Your Browser
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...
Como escolher a melhorinferência estatística quantitativa B3em 2026
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...
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit
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...
Inferência Estatística Quantitativa B3:guia completo
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:...
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor
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 ...
Como escolher a melhorinferência estatística quantitativa B3em 2026
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...
Scaling Video Viewership Analytics With TimescaleDB Hypertables
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,
Your Pipeline Is 22.2h Behind: Catching Inflation Sentiment Leads with Pulsebit
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...
Privacy-First Analytics Is Not Blind Analytics
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...
How Excel Is Used in Real-World Data Analysis Week 1 Reflection | Data Science & Analytics Program, LuxDevHQ
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...
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
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...
How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it
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....
Data Lineage Is a Vanity Metric Without Business Context
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...
Day 8 of #100DaysOfClickHouse: Understanding ClickHouse® Data Types
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®,...
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
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.
Why regex wasn't enough for data extraction (and what I used instead)
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....
How Excel is Used in Real-World Data Analysis
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...