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 · Crime Brasil
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Querying 3M+ Brazil crime records with a free public REST API
Brazil has one of the most complex crime landscapes in Latin America — but getting clean, queryable...

Dev.to · Jose Prabhu Michael Singarayan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Modernizing Data Movement for the AI-Ready Enterprises
Introduction No matter what type of Artificial Intelligence workload your business implements, it...

Dev.to · grace wambua
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
A Beginner’s Pocket Guide to SQL Data Analysis
Introduction When you first start working with databases, it can feel like you’re looking...

Dev.to · Apogee Watcher
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Performance Monitoring for EdTech: What to Measure Across Enrolment, Learning, and Checkout
EdTech products run across very different user journeys, from course discovery to live lessons and assignment uploads. This guide shows which performance metric

Dev.to · Dabhi Abhishek
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Databricks in Production: 8 Architectural Decisions That Actually Matter
Recently I passed the Databricks Certified Professional Data Engineer exam and the Databricks...

Dev.to · Viacheslav Poturaev
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Finding a Practical Analytics Format for Structured JSON Logs
Structured JSON logs are easy to produce and hard to analyze at scale. They carry useful context, but...

Dev.to · Programozás és elemzés Olivérrel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Ami a NumPy-ból hiányzik: Cramer-féle V
Az előző blogbejegyzésemben A Cramer-féle asszociációs együtthatót mutattam be egy egyszerű példán...

Dev.to · DataDriven
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
78K Tech Layoffs, 47% AI-Blamed: Is Data Engineering Safe?
Q1 2026 numbers are in. 78,557 cuts, nearly half officially attributed to AI. Here's what data engineers actually need to worry about.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Data Broker Opt Out: Practical Steps to Reduce Exposure
Learn data broker opt out basics, a repeatable workflow, a tracking script, and how VPNs fit into a realistic privacy stack.

Dev.to · member_shahnaz
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How Air Quality Alert Systems Are Built and the Engineering Gaps That Still Get People Hurt
Most people think of an air quality alert as something that just happens — a notification appears, it...

Dev.to · George Kioko
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Google Scholar Has No API Either. Here's What 5,000 Runs Taught Me
Google Scholar is the single most important search engine for academic research. Billions of papers...

Dev.to · Ahmad
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I Built a Cosmetic Ingredients Dataset — Here’s What I Found
I’ve been working on structuring cosmetic ingredient data into a JSON dataset. What started as...

Dev.to · Apache SeaTunnel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Modernizing Infrastructure: Seamless Data Migration to HighGo DB with Apache SeaTunnel
Wondering how to interface Apache SeaTunnel with HighGo Database? This article shares hands-on...

Dev.to · toshihiro shishido
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
71% of stores have GA4 installed. Only 11% actually use it. Here's what's broken.
Japanese market surveys show 71% GA4 adoption but just 11% reach report automation. Here's what the data actually says about the gap between 'installed' and 'us

Dev.to · Julien
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I Analyzed Environmental Risk Data for 500 US Cities — Here's What I Found
When most people think about "safe places to live," they go with gut feeling — maybe they've heard...

Dev.to · beefed.ai
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Weibull, Crow-AMSAA & Duane for Reliability Growth
Compare Weibull, Crow-AMSAA, and Duane models to analyze failure modes, estimate MTBF, and forecast reliability growth with confidence intervals.

Dev.to · Julien
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Building an Environmental Risk Dashboard: How to Access US Hazard Data via REST API
Learn how to query free environmental risk scores for any US zip code, city, or state using a simple REST API. Includes Python, JavaScript, and cURL examples wi

Dev.to · soy
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
PostgreSQL CDC 240x Faster, Flowfile v0.9.0 ETL, SQLite_EXTRA_INIT Deep Dive
PostgreSQL CDC 240x Faster, Flowfile v0.9.0 ETL, SQLite_EXTRA_INIT Deep Dive ...

Dev.to · Alex Waiganjo
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Mastering Commonly Used SQL Joins: With Relatable Examples
Introduction SQL is a defacto language when it comes to interacting with data in Data...

Dev.to · Olha
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How Teams Really Handle SQL Index Performance Tuning
When people talk about SQL index performance tuning, they usually talk about what to do. But tools...

Dev.to · Yasin Islam
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I built a CLI tool to quickly sanity-check CSV files (tidypeek)
Working with CSV files is annoying. You load a dataset and immediately start wondering: Are there...
Dev.to · Labby
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
5 Matplotlib Hands-On Labs: From Bar Charts to Custom Line Plots
Master Matplotlib with 5 interactive labs. Learn installation, import, and how to build professional bar charts, scatter plots, histograms, and custom line plot

Dev.to · Prompt Wise
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Unlock Your Data's Full Potential: The Power of Natural Language Business Analytics
Unlock Your Data's Full Potential: The Power of Natural Language Business Analytics Meta...

Dev.to · muriithilydia46-wq
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL SET Operators: UNION, INTERSECT, and EXCEPT Explained Simply
If you are just starting out with SQL, you have probably already learned how to write a SELECT query,...

Dev.to · David Kaplunov
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL Index Tuning Tools: What Works and When to Use Them
Not all SQL index performance tuning tools and best practices solve the same problem. Some are great...

Dev.to · Programozás és elemzés Olivérrel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Amikor nem működik a korreláció I.
Vannak esetek, amikor két ismérv között nem számolhatunk Pearson-féle lineáris korrelációt. A...

Dev.to · Scale
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
GBase 8s TRUNCATE Function: Precise Numeric Truncation Without Rounding
In many data processing scenarios, precision matters more than approximation. While functions like...

Dev.to · member_shahnaz
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Here's Why That Makes It Almost Useless in Real Time.
Most people checking their air quality app today are looking at a number that represents yesterday's...

Dev.to · Ajani luke Kariuki
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
# Connecting Power BI to SQL Databases: A Complete Guide
Microsoft Power BI is one of the most widely used business intelligence tools available today....

Dev.to · Damaso Sanoja
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL database architecture, use cases, and monitoring: a practitioner's guide
Most SQL performance problems trace back to a handful of knobs, a handful of metrics, and the...

Dev.to · Norvik Tech
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Mastering SQL Beyond Basic Que…
Originally published at norvik.tech Introduction Dive deep into SQL thinking, its...

Dev.to · Mayank Gupta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Efficiency at Scale: Scaling, Scheduling, and Measuring Databricks SQL
In our final look at Databricks SQL, we move beyond individual table tweaks to the broader...

Dev.to · Mayank Gupta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Optimizing Delta Tables: From Maintenance to Managed Excellence
If high-performance SQL queries are the engine of your data platform, then your Delta tables are the...

Dev.to · Mayank Gupta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Hands-On Performance: Diagnosing and Fixing Databricks SQL Bottlenecks
Once you know how to monitor your queries, the next step is taking action. In Databricks SQL,...

Dev.to · Mayank Gupta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Master Your Queries: A Guide to Databricks SQL Performance Monitoring
Optimization isn't just about writing cleaner SQL; it's about knowing exactly where your compute...

Dev.to · Rohith Gilla
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Generating Realistic Seed Data That Respects Foreign Keys, in 20 Seconds
Someone asks for a demo. You need 10,000 users, 30,000 orders, a handful of products, and enough...

Dev.to · Wahu Elizabeth
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Understanding Subqueries vs CTEs in SQL (With Examples)
When working with SQL, especially in data analysis, you’ll often need to break down complex queries...

Dev.to · Iryna
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
⛏️Data Extraction Tools: Same Label, Completely Different Problems
Someone searching for a “data extraction tool” might end up comparing Mailparser and Import.io – two...

Dev.to · NelimaL
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL Without Confusion: Subqueries vs CTEs (Visual + Practical Guide)
Understanding subqueries and CTEs (Common Table Expressions) becomes much easier when you can see how...

Dev.to · applekoiot
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Building a Four-Layer Data Model for FSMA 204 Cold Chain Traceability
A practical data architecture for FSMA 204 cold chain traceability — entity, event, telemetry, and evidence layers with IoT sensor integration.

Dev.to · nandana
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Types of Data Analytics: The Complete Guide With Examples, Use Cases & Career Path
Introduction In today’s data-driven world, businesses are making decisions based on the...

Dev.to · Ceena Jose
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Rethinking Data Engineering: Why ETL Pipelines Still Take Too Long — and a New Way Forward
Over the past decade, platforms like Databricks and Snowflake have significantly improved how...

Dev.to · Enock Kiprotich
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Subqueries vs CTEs in SQL: A Practical Guide for Data Analysts
💡 How I Finally Understood Subqueries vs CTEs When I first started learning SQL, I...

Dev.to · GraceSoft
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Day 8: I Built a Timeline to See the Life of Data
Once I added context… I still felt something was missing. Data wasn’t static. It changed over...

Dev.to · Stack Overflowed
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Best Online Resources to Improve SQL Skills
When candidates ask, What are the best online resources to improve my SQL skills for assessments?,...

Dev.to · Godwill Christopher
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I got tired of rewriting the same pandas preprocessing code — so I built a plugin
If you work with CSV data, you’ve probably written this code more times than you’d...

Dev.to · joseph mwangi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How I Started Thinking in SQL (Not Just Writing Queries)
When I first started learning SQL, everything felt mechanical. Write a query. Run it. Get...

Dev.to · Brian Muriithi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL Window Functions and CTEs
You can do quite a lot with some of the most popular SQL queries such as SELECT, WHERE, and JOIN. But...
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