Tech Skills

Data Analytics & Business Intelligence

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

14,274
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 (4,812) Articles (2190)Blog Posts (2253)Tutorials (312)Research Papers (30)News (27)
Filters in Power BI
Dev.to · Seenivasan A 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3h 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 4h 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 6h 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 6h 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 7h 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 7h 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 8h 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 11h 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 11h 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 12h 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 17h 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 17h 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 19h 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 22h 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 23h 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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 1d 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...
How we model the Golden Boot race across 30+ leagues
Dev.to · Furiosa Studio 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
How we model the Golden Boot race across 30+ leagues
"Top scorer of a league" sounds like one line of SQL: SELECT player, COUNT(*) FROM goals GROUP BY...
Day 49: Building Dashboards with ClickHouse® and Apache Superset
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
Day 49: Building Dashboards with ClickHouse® and Apache Superset
Introduction A fast analytical database alone isn't enough to deliver insights....
Automating the RevOps Data Layer: How to Make CRM Actually Reflect Reality
Dev.to · SpurIQ Engineering 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d ago
Automating the RevOps Data Layer: How to Make CRM Actually Reflect Reality
45% of contacts never get logged. 17% of rep time goes to data entry. Here's the architecture that...
I Built an Open Healthcare Data Dictionary with 100k+ ISO-11179 Terms — Here's What I Learned
Dev.to · Season Mudbhary 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d 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...
When a KPI reads 163 billion instead of 819
Dev.to · Nasrul Hazim Bin Mohamad 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1d 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 1d 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
How Microsoft Excel Quietly Breaks Your JSON Imports (And How to Fix It)
Dev.to · Atqiya Abida Anjum 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
From Zero to Spreadsheet: My Honest First Experience with Microsoft Excel
Dev.to · David Maina 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
Why Hypothesis Testing is the Backbone of Data Science
Dev.to · Audrine Marion 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
Why Hypothesis Testing is the Backbone of Data Science
From A/B testing and machine learning to business intelligence and scientific research, hypothesis...
Data Modelling in Power Bi
Dev.to · Ryan Murunga 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
Data Modelling in Power Bi
INTRODUCTION Power Bi is a comprehensive business analytic tool developed by microsoft. Power Bi is...
Relationship Schemas and Joins in Power BI
Dev.to · Danson Kuria 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
SmiteTracker: A Free Platform to Track SMITE Match History, Ranked Stats, and Player Performance
Dev.to · Hamza Khan 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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,...
From Tables to Insights: Understanding Data Modelling, Joins, Relationships and Data Schemas
Dev.to · Fanuel Awidhi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
Extraire des Tableaux Financiers : Actions, ETF et Données de Marché
Dev.to · circobit 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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,...
Scalable Star Schema Design for Modern Data Warehouses
Dev.to · beefed.ai 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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.
Data Modeling, Joins, Relationships, and Different Schemas in Power BI
Dev.to · Maina kelvin 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
When to denormalize, when to join: A ClickHouse guide (2026)
Dev.to · Manveer Chawla 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d 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...
PowerBI; Relationships, Schemas & Dashboards
Dev.to · Mary Ngure 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago
PowerBI; Relationships, Schemas & Dashboards
When I started learning Power BI, I thought dashboards were mostly about choosing the right...