Tech Skills

Data Analytics & Business Intelligence

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

16,822
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 (7,354) Articles (3024)Blog Posts (3425)Tutorials (370)Research Papers (39)News (496)
PayPal Data Engineering Interview Questions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
PayPal Data Engineering Interview Questions
PayPal data engineering interview questions are Python end-to-end with a payments-analytics edge:...
Hyper Data Engineering Interview Questions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Hyper Data Engineering Interview Questions
Hyper data engineering interview questions are SQL end-to-end with a sharp retail-analytics edge: six...
DuckDB Full-Text Search vs PostgreSQL FTS vs Meilisearch: 100 Million Document Index — Build Time, Query Latency, Memory
Dev.to · Michael Sun 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
DuckDB Full-Text Search vs PostgreSQL FTS vs Meilisearch: 100 Million Document Index — Build Time, Query Latency, Memory
DuckDB vs PostgreSQL vs Meilisearch: Full-Text Search at Scale When dealing with 100...
Does ClickHouse Support UPDATEs? A 2026 Data Analysis
Dev.to · Manveer Chawla 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Does ClickHouse Support UPDATEs? A 2026 Data Analysis
TL;DR Yes, ClickHouse fully supports UPDATEs. As of April 2026, ClickHouse ships standard...
Official Release of LyteNyte Grid Version 2.1
Dev.to · RoarLyte 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Official Release of LyteNyte Grid Version 2.1
Ship Powerful Data Grids In Minutes With One Prompt Building powerful, feature-rich data...
Building Consistency in DSA: A Science-Backed Guide to Mastery
Dev.to · Shifa 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Building Consistency in DSA: A Science-Backed Guide to Mastery
If you’ve ever felt stuck while learning Data Structures and Algorithms (DSA), you’re not alone. The...
Why Data Collection Systems Work Locally but Fail in Production (And How to Fix It)
Dev.to · Annabelle 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Why Data Collection Systems Work Locally but Fail in Production (And How to Fix It)
Most data collection systems don’t fail because of bad code. They fail because production...
The Metadata Structure of Modern Table Formats
Dev.to · Alex Merced 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
The Metadata Structure of Modern Table Formats
This is Part 2 of a 15-part Apache Iceberg Masterclass. Part 1 covered why table formats exist. This...
What Are Table Formats and Why Were They Needed?
Dev.to · Alex Merced 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
What Are Table Formats and Why Were They Needed?
This is Part 1 of a 15-part Apache Iceberg Masterclass. This article covers the fundamental question:...
Visualizing Bending Moment Diagrams with Matplotlib for Structural Engineers
Dev.to · Mohamed Britel 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Visualizing Bending Moment Diagrams with Matplotlib for Structural Engineers
Visualizing Bending Moment Diagrams with Matplotlib for Structural Engineers title:...
Turning Messy Data into User Insights: Using Thematic Analysis
Dev.to · Celestina Dike 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Turning Messy Data into User Insights: Using Thematic Analysis
By Barakat Ajadi, Product Manager Most product teams are sitting on research gold they don't know...
Fixing Floating-Point Drift While Speeding Up CSV Ingestion (7.75s 2.7s)
Dev.to · NARESH-CN2 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Fixing Floating-Point Drift While Speeding Up CSV Ingestion (7.75s 2.7s)
The Problem: The Hidden Cost of "Fast" IngestionMost discussions around data pipelines focus strictly...
Adattisztítás Python Pandas segítségével
Dev.to · Programozás és elemzés Olivérrel 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Adattisztítás Python Pandas segítségével
Ebben a posztban a Pandas alapvető adattisztító és adat előkészítő eszközeit mutatom be. Ha nem vagy...
Demystifying ROI and CAGR with five JavaScript snippets
Dev.to · levent çelik 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Demystifying ROI and CAGR with five JavaScript snippets
Two acronyms cause more confusion in product analytics meetings than any others I know: ROI and CAGR....
KEncode: Packing Data for Strict Limits
Dev.to · Rasmus Ros 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
KEncode: Packing Data for Strict Limits
Over the past few years, I found myself occasionally writing the same boilerplate: manually packing...
Spark Streaming vs Structured Streaming: A Basic Comparison
Dev.to · Raghav Sharma 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Spark Streaming vs Structured Streaming: A Basic Comparison
Spark Streaming vs Structured Streaming: A Basic Comparison Real-time data processing has become a...
The Hard Way: Lessons Learned from Real-World Data Migration Projects
Dev.to · Kushang Tailor 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
The Hard Way: Lessons Learned from Real-World Data Migration Projects
The Hard Way: Lessons Learned from Real-World Data Migration Projects How three years of...
Why I cut my dashboard from 12 metrics to 5 — and decisions got faster
Dev.to · toshihiro shishido 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Why I cut my dashboard from 12 metrics to 5 — and decisions got faster
More metrics on a dashboard slow decisions, not speed them. A practical guide to designing a revenue dashboard around 5 KPIs derived from Revenue = Sessions × C
Lyft Data Engineering Interview Questions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Lyft Data Engineering Interview Questions
Lyft data engineering interview questions lean Python-fundamentals first with a focused SQL analytics...
Salesforce Data Engineering Interview Questions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Salesforce Data Engineering Interview Questions
Salesforce data engineering interview questions lean SQL-heavy with a serious analytics edge: five...
Oracle Data Engineering Interview Questions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Oracle Data Engineering Interview Questions
Oracle data engineering interview questions are a balanced fundamentals + classics tour: three Python...
DuckDB 1.5.2, PostgreSQL Linux 7.0 Regression, & SQLite Formal Verification
Dev.to · soy 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
DuckDB 1.5.2, PostgreSQL Linux 7.0 Regression, & SQLite Formal Verification
DuckDB 1.5.2, PostgreSQL Linux 7.0 Regression, & SQLite Formal Verification ...
Apache Airflow for Beginners: DAGs, Tasks, Operators, and Scheduling Explained
Dev.to · Lawrence Murithi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Apache Airflow for Beginners: DAGs, Tasks, Operators, and Scheduling Explained
Introduction Being a beginner in data engineering can seem very scary. People use...
SQL Server ETL in 2026 — What Actually Works and What Doesn't
Dev.to · Nata 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
SQL Server ETL in 2026 — What Actually Works and What Doesn't
SQL Server is one of those databases that rarely causes problems. It's usually everything around it...
Extracting Structured Data from Scanned Documents: OCR Plus Field Validation
Dev.to · Iteration Layer 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Extracting Structured Data from Scanned Documents: OCR Plus Field Validation
The Filing Cabinet Problem Every organization has one. A storage room, a shared drive, a...
Aggregations: Counting, Summing, and Averaging Your Data
Dev.to · Akhilesh 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Aggregations: Counting, Summing, and Averaging Your Data
You know the basics. SELECT, WHERE, ORDER BY, LIMIT. Now let's talk about the queries that actually...
Building a PSX Data Pipeline: How I get introduced to dbt
Dev.to · muzzamilanis 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Building a PSX Data Pipeline: How I get introduced to dbt
I've been in software development since 2017. Started as a .NET developer, transitioned into SDE-III,...
Implementing Airflow DAGs: A Beginner-Friendly Guide
Dev.to · MJ-O 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Implementing Airflow DAGs: A Beginner-Friendly Guide
INTRODUCTION In data engineering, many tasks need to run automatically, such as extracting...
Traditional vs AI-Driven Lifetime Value Modeling: A Comprehensive Comparison
Dev.to · dorjamie 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Traditional vs AI-Driven Lifetime Value Modeling: A Comprehensive Comparison
Choosing the Right Approach for Your Business Every business leader understands that not...
Apache Data Lakehouse Weekly: April 23–29, 2026
Dev.to · Alex Merced 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Apache Data Lakehouse Weekly: April 23–29, 2026
Three weeks past the Iceberg Summit, the lakehouse projects shifted from in-person alignment back...
Building Data Pipelines with GBase Database and Python: From Connection to Transformation
Dev.to · Scale 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Building Data Pipelines with GBase Database and Python: From Connection to Transformation
Modern data systems require more than just storage—they need processing pipelines. A GBase database,...
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs
Dev.to · Peter 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs If you do due...
Case Study: Reducing Data Ingestion Latency by 96.4% (24.5x Speedup)
Dev.to · NARESH-CN2 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Case Study: Reducing Data Ingestion Latency by 96.4% (24.5x Speedup)
Most data pipelines don’t need more infrastructure. They need less overhead. I recently...
Data Preparation in Power BI: Cleaning, Transforming, and Loading Data for Real-World Analytics
Dev.to · Dreez 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Data Preparation in Power BI: Cleaning, Transforming, and Loading Data for Real-World Analytics
Introduction Before any dashboard delivers value, there’s a quiet but critical phase every...
How I Automated My Investment Research With 50 Lines of Python
Dev.to · Kevin Meneses González 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How I Automated My Investment Research With 50 Lines of Python
The Problem: Too Much Noise, Not Enough Signal A while ago, my daily investment routine...
How to Monitor Austrian Insolvencies Without a Government License
Dev.to · Peter 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How to Monitor Austrian Insolvencies Without a Government License
How to Monitor Austrian Insolvencies Without a Government License Austrian corporate...
Indie Dev Analytics — The Metrics That Matter and Privacy-first Implementation
Dev.to · kanta13jp1 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Indie Dev Analytics — The Metrics That Matter and Privacy-first Implementation
Indie Dev Analytics — The Metrics That Matter and Privacy-first Implementation Most...
Introduction to Python for Data Analytics
Dev.to · Timothy Njeru 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Introduction to Python for Data Analytics
A personal learning journey into Python for data analytics — from setting up your environment to mastering the fundamentals that power real-world data work.
Enterprise-Grade Data Platforms for AI Operations Without Enterprise Bloat
Dev.to · Nimbus Cloud 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Enterprise-Grade Data Platforms for AI Operations Without Enterprise Bloat
In Malaysia, 73% of organisations report that their AI initiatives stall due to poor data...
Your Pipeline Is 15.2h Behind: Catching World Sentiment Leads with Pulsebit
Dev.to · Pulsebit News Sentiment API 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Your Pipeline Is 15.2h Behind: Catching World Sentiment Leads with Pulsebit
Your Pipeline Is 15.2h Behind: Catching World Sentiment Leads with Pulsebit We recently...
Resilient Industrial Data Pipelines: PI to Cloud
Dev.to · beefed.ai 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Resilient Industrial Data Pipelines: PI to Cloud
Best practices for building fault-tolerant, low-latency pipelines extracting data from OSIsoft PI to cloud data lakes with asset context and monitorin
How I Built a Real-Time Football Stats Tracker: FIFA World Cup Qualifiers Pakistan Football Team
Dev.to · Muhammad Bin Nazeer 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How I Built a Real-Time Football Stats Tracker: FIFA World Cup Qualifiers Pakistan Football Team
How I Built a Real-Time Football Stats Tracker: FIFA World Cup Qualifiers Pakistan Football...
Indie Dev Analytics — PostHog vs Mixpanel vs Self-Hosted Supabase
Dev.to · kanta13jp1 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Indie Dev Analytics — PostHog vs Mixpanel vs Self-Hosted Supabase
Indie Dev Analytics — PostHog vs Mixpanel vs Self-Hosted Supabase You can't improve what...
Australian Building Permit Data Is a Goldmine. Here's What We Built With It.
Dev.to · Bo 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Australian Building Permit Data Is a Goldmine. Here's What We Built With It.
Every time someone in Australia wants to build a pool, knock down a house, or develop a block of...
How to track net worth across USD and JPY for US-Japan couples in 2026
Dev.to · komugi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How to track net worth across USD and JPY for US-Japan couples in 2026
A practical Excel system for US-Japan couples to track multi-currency net worth, FX swings, and dual-country retirement goals.
Arrowjet is now a Cross-Database Sync Tool in Python (PG, MySQL, Redshift)
Dev.to · abdu masah 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Arrowjet is now a Cross-Database Sync Tool in Python (PG, MySQL, Redshift)
I've been building Arrowjet, an open-source Python library for fast bulk data movement. It started as...
Why InfluxDB Is the Go-To Database for Time-Series Data (With Real Examples)
Dev.to · Mustafa Bingül 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Why InfluxDB Is the Go-To Database for Time-Series Data (With Real Examples)
Why InfluxDB Is the Go-To Database for Time-Series Data 🚀 If you've ever tried to store...
Bridging 533K Dubai Land Department transactions to 1,387 buildings — developer naming is the real problem
Dev.to · Marcos Cal 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Bridging 533K Dubai Land Department transactions to 1,387 buildings — developer naming is the real problem
When I started building Ghost Workforce — a Dubai real estate intelligence dashboard — I assumed...