Tech Skills

Data Analytics & Business Intelligence

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

16,813
lessons
Skills in this topic
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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 (7,345) Articles (3018)Blog Posts (3422)Tutorials (370)Research Papers (39)News (496)
Let's Talk Relationships and Joins
Dev.to · gikonyo-v 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 15h ago
Let's Talk Relationships and Joins
Here's something nobody tells you when you start Power BI: the visuals are the easy part. You can...
Unpacking the S&P 500 and Nasdaq: A Deep Dive into Index Performance
Dev.to · 네이쳐스테이 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 22h ago
Unpacking the S&P 500 and Nasdaq: A Deep Dive into Index Performance
Introduction The S&P 500 and Nasdaq are two of the most widely followed indices in the...
My Journey Into Data Analysis: From Basics to SQL
Dev.to · Mary Nyandia 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
My Journey Into Data Analysis: From Basics to SQL
Over the past few weeks, I’ve been diving into the fundamentals of data analysis. It’s been an eye...
Get a Stock Earnings Calendar as Clean JSON (Earnings, Dividends, IPOs, Splits)
Dev.to · Ken-Mutisya 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
Get a Stock Earnings Calendar as Clean JSON (Earnings, Dividends, IPOs, Splits)
If you have ever tried to build anything around earnings season, a trading dashboard, a backtest, a...
Structuring a Senior Data Scientist Resume After a Chinese SOE Tenure
Dev.to · PrismResume 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
Structuring a Senior Data Scientist Resume After a Chinese SOE Tenure
Learn how to restructure your senior data scientist resume from a Chinese state-owned enterprise for Western tech roles. Includes a before/after bullet rewrite,
Data structures your CS degree kind of glossed over
Dev.to · Athreya aka Maneshwar 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
Data structures your CS degree kind of glossed over
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is...
5 SQL Interview Questions That Trip Up Beginners
Dev.to · Juhi Singhal 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
5 SQL Interview Questions That Trip Up Beginners
5 SQL Interview Questions That Trip Up Beginners If you're prepping for a tech interview,...
Why pandas_market_calendars Fails for Indian Markets (and what to use instead)
Dev.to · AION ANALYTICS 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
Why pandas_market_calendars Fails for Indian Markets (and what to use instead)
Indian algo traders and quant developers hit the same wall: they reach for pandas_market_calendars,...
How to Get Clean SEC EDGAR Filing Data (Without Getting Rate-Limited)
Dev.to · juhwandad 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
How to Get Clean SEC EDGAR Filing Data (Without Getting Rate-Limited)
If you've ever tried to pull U.S. company filings straight from SEC EDGAR, you know the pain. The...
Day 54: Using ClickHouse® Python Clients Effectively: A Practical Guide
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
Day 54: Using ClickHouse® Python Clients Effectively: A Practical Guide
Using ClickHouse® Python Clients Effectively: A Practical Guide Day 54 of...
I Open-Sourced the SEC 8-K Classifier Powering My Forensic Tool — Here's the Taxonomy
Dev.to · Jared Ablon 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
I Open-Sourced the SEC 8-K Classifier Powering My Forensic Tool — Here's the Taxonomy
MIT-licensed pure-Python classifier that parses SEC 8-K bodies and surfaces buried Item 1.03/2.04/3.01/5.02 language mis-tagged under Item 8.01. Walkthrough of
Stop Optimizing Your Data Platform for Dashboards
Dev.to · ArisynData 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Stop Optimizing Your Data Platform for Dashboards
For years, the success of a data platform was measured by one thing: How easily people could build...
Balancing Card Fraud Monitoring: Strategies to Optimize Risk Reduction and Operational Efficiency
Dev.to · Ksenia Rudneva 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Balancing Card Fraud Monitoring: Strategies to Optimize Risk Reduction and Operational Efficiency
Introduction: The Monitoring Dilemma in Card Fraud Prevention Excessive transaction...
Format-preserving encryption for PII in Polars: FF3-1 vs FF1 for RUT, CPF, and DNI
Dev.to · Felipe Carvajal Brown 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Format-preserving encryption for PII in Polars: FF3-1 vs FF1 for RUT, CPF, and DNI
FF3-1 vs FF1 format-preserving encryption for RUT, CPF, and DNI in Polars: reversible PII masking, the domain minimum, and GDPR pseudonymization.
Europe's brain drain: the biggest loser flips when you normalize per 1,000 residents
Dev.to · Maria-Luise Volkmar 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Europe's brain drain: the biggest loser flips when you normalize per 1,000 residents
Here is a question I could not answer from the headlines: which European countries are actually...
Extraindo Tabelas Financeiras: Ações, ETFs e Dados de Mercado
Dev.to · circobit 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Extraindo Tabelas Financeiras: Ações, ETFs e Dados de Mercado
Sites financeiros são minas de ouro de dados tabulares. Preços de ações, holdings de ETFs, índices de...
matten: Heterogeneous data with `--features dynamic`
Dev.to · nabbisen 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
matten: Heterogeneous data with `--features dynamic`
This is the third of four short posts about matten. The previous post covered the numeric core. This...
Compressor Oil Test Rig Data Acquisition: Closed-Loop Monitoring and Oil Condition Trending
Dev.to · Robin | Mechanical Engineer 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Compressor Oil Test Rig Data Acquisition: Closed-Loop Monitoring and Oil Condition Trending
A compressor test rig generates continuous multi-channel data — pressure at 5+ locations, temperature...
Filters in Power BI
Dev.to · Seenivasan A 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Filters in Power BI
Filters in Microsoft Power BI help refine data in reports by displaying only the information that...
HCC V28 Transition Timeline & Phase-In Impact
Dev.to · VBC Risk Analytics 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
HCC V28 Transition Timeline & Phase-In Impact
V28 didn't replace V24 overnight. CMS blends the two models over multiple payment years, which means...
PrivacyFirstAnalyticsInCIAM
Dev.to · IAMDevBox 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
PrivacyFirstAnalyticsInCIAM
Privacy-preserving analytics is a method of analyzing data while ensuring that individual identities...
Decoupling from the Cloud: Building a Real-Time Event Analytics Dashboard at the Edge
Dev.to · stampiq 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Decoupling from the Cloud: Building a Real-Time Event Analytics Dashboard at the Edge
Building a real-time event analytics dashboard for web traffic is simple. Building one to track...
Understanding Data Modeling, Relationships, Schemas, and Joins in Power BI
Dev.to · Mwikali 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Understanding Data Modeling, Relationships, Schemas, and Joins in Power BI
Introduction Microsoft's Power BI is a well-known business intelligence tool, commonly...
Power BI Is More Than Dashboards: Why It Belongs in Modern Data Work
Dev.to · Osborn Sifuna 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Power BI Is More Than Dashboards: Why It Belongs in Modern Data Work
Despite the rise of Python, R, notebooks, cloud warehouses, and custom analytics platforms, Power BI...
Excel Isn’t Dead: Why It Still Belongs in Modern Data Work
Dev.to · Osborn Sifuna 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Excel Isn’t Dead: Why It Still Belongs in Modern Data Work
I chose data for a reason I used to avoid saying out loud: the money mattered. I wanted a career that...
One Big Table vs the star schema: I think everyone's arguing about the wrong thing
Dev.to · Vikas Maheshwari 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
One Big Table vs the star schema: I think everyone's arguing about the wrong thing
The OBT vs star schema debate is mostly people optimizing for different things without saying so. Here's how I stopped picking a side.
Coût réel d’un appel vocal en production : 12 mois de données et 6 erreurs à corriger
Dev.to · lidychic 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Coût réel d’un appel vocal en production : 12 mois de données et 6 erreurs à corriger
En mars 2024, notre plateforme d’agents vocaux a traité 1 200 000 appels en Suisse romande, et la...
The hardest part of a pre-release game tracker isn't the UI, it's the provenance field
Dev.to · Mark 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The hardest part of a pre-release game tracker isn't the UI, it's the provenance field
I started sketching a small reference page for a game that hasn't launched yet, and the first schema...
I build the scrapers the data vendors run on, and I need to tell you what you are actually paying for
Dev.to · George Kioko 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
I build the scrapers the data vendors run on, and I need to tell you what you are actually paying for
I have built the scraping guts behind more "real time business intelligence" products than I would...
Modeling Supply Chain Evidence: Condition, Asset, and Custody Data Schemas for IoT Hardware
Dev.to · applekoiot 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Modeling Supply Chain Evidence: Condition, Asset, and Custody Data Schemas for IoT Hardware
How to structure IoT sensor output into three evidence dimensions with example data models and API payload schemas.
Web Scraping with Python in 2026: Best Libraries and Anti-Bot Strategies
Dev.to · Etrit Neziri 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Web Scraping with Python in 2026: Best Libraries and Anti-Bot Strategies
Web Scraping with Python in 2026: Best Libraries and Anti-Bot Strategies Web scraping in...
Everything I Learned About Power BI From Zero to Actually Understanding DAX
Dev.to · samwel 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Everything I Learned About Power BI From Zero to Actually Understanding DAX
What Even Is Power BI? Power BI is a data visualization and business intelligence tool by Microsoft....
How to Screen Thousands of Stocks Without a Data Provider
Dev.to · Ken-Mutisya 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
How to Screen Thousands of Stocks Without a Data Provider
Stock screeners feel like something you should have to pay a data vendor for. Market cap, sector,...
Article on Modelling, Joins, Relationships and Different Schemas In Power BI
Dev.to · WaithakaJoseph 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Article on Modelling, Joins, Relationships and Different Schemas In Power BI
Data Modeling, Relationships, and Schemas in Data Analytics In the fields of data...
The HiPPO is always right
Dev.to · Sharmin Sirajudeen 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d 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
How to Extract Saudi Arabia Property Data Across Bayut.sa, Wasalt.sa, Aqar.fm and PropertyFinder.sa
Dev.to · Omar Eldeeb 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d 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
How to Build an H-1B Salary Database by Employer (the Real Data Source + Python)
Dev.to · Omar Eldeeb 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d 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
Understat xG Data Export: How to Pull Expected Goals Programmatically (Python + CSV)
Dev.to · Omar Eldeeb 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d 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,
What changed since the last scrape? A small change-detection layer (stdlib only)
Dev.to · Vinicius Pereira 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
What changed since the last scrape? A small change-detection layer (stdlib only)
Most of my scrapers answer one question: what's on the site right now. But that's almost never the...
Navigating Power BI : Joins, Relationships ,Schemas and Dashboards Explained.
Dev.to · Nancy Mutwii 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Navigating Power BI : Joins, Relationships ,Schemas and Dashboards Explained.
Introduction Excel works fine when all your data fits in one table but the moment you have...
My first SQL interaction
Dev.to · Mohammad Meezan 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d 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...
Build a Box Plot Calculator in Pure JavaScript — No Libraries Needed
Dev.to · TianYi Zhang 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Build a Box Plot Calculator in Pure JavaScript — No Libraries Needed
Build a Box Plot Calculator in Pure JavaScript — No Libraries Needed A box plot (or...
The 4th Down Revolution: Why NFL Teams Win 67% More Games When They Trust the Math [Jun 30]
Dev.to · Edge Lab 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
The 4th Down Revolution: Why NFL Teams Win 67% More Games When They Trust the Math [Jun 30]
Most NFL head coaches would rather punt on 4th-and-2 from the opponent's 40-yard line than face a...
Mobile App Analytics in React Native — What to Track in 2026
Dev.to · Jules Sarah 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Mobile App Analytics in React Native — What to Track in 2026
The 12 metrics that actually matter, the React Native instrumentation realities, and the 4 failure modes that make your dashboards lie.
Construindo um Índice Estatístico para Prever o Campeão da Copa 2026
Dev.to · Lincoln Romais 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Construindo um Índice Estatístico para Prever o Campeão da Copa 2026
Como combinei dados reais da fase de grupos com histórico e ranking FIFA para ranquear os favoritos —...
Can Databricks LTAP Actually Run OLTP and OLAP at the Same Time?
Dev.to · Itay Waisman 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
Can Databricks LTAP Actually Run OLTP and OLAP at the Same Time?
Databricks announced LTAP, Lake Transactional/Analytical Processing, at Data + AI Summit this week....
n8n's Guardrails node masks your PII. It doesn't give it back. Here's why that matters.
Dev.to · Asil Ozyildirim 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
n8n's Guardrails node masks your PII. It doesn't give it back. Here's why that matters.
n8n shipped a native Guardrails node back in November. PII detection, jailbreak protection, content...
csvtidy: merge and clean CSV files from the terminal, with reusable recipes
Dev.to · Ab 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 5d ago
csvtidy: merge and clean CSV files from the terminal, with reusable recipes
Every month it's the same CSV exports. Same system, same columns, same handful of cleanup steps...