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 · VBC Risk Analytics
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
10h ago
How ICD-10 Codes Map to an HCC / RAF Score (and Why the Same Code Set Yields Different Scores)
If you're building anything that touches Medicare Advantage risk adjustment, sooner or later you hit...

Dev.to · PrismResume
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
US Data Analyst Resume from Chinese University: Structure Guide
Learn how to structure a data analyst resume for US jobs after graduating from a Chinese university. Includes before/after bullet rewrites, ATS-friendly formatt

Dev.to · Ashwin Udhayakannan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
Why do I learn Apache Spark as I move from Data Analyst to Data Engineer?
Hey guys... I'm AshwinUdhayakannan, a guy trying to upskill in the world of information technology....

Dev.to · circobit
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
14h ago
Extrayendo Tablas Financieras: Acciones, ETFs y Datos de Mercado
Los sitios financieros son minas de oro de datos tabulares. Precios de acciones, tenencias de ETFs,...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
16h ago
Apache Beam Programming Guide: PCollections, Windowing, Runners (Dataflow / Flink)
apache beam is the write-once-run-anywhere programming model that most senior data engineers meet the...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
16h ago
Flink CDC Connectors: Schema-First Streaming Ingest at Scale
flink cdc is the ingest stack that quietly replaced Debezium + Kafka + a downstream Flink job on...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
16h ago
Day 65/100 - Implementing Exact-Once Semantics with ClickHouse® and Kafka
Introduction Real-time data pipelines power modern applications such as analytics...

Dev.to · Acorel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
16h ago
Inside People Flow Management: How Acorel Turns Sensor Data Into Building Intelligence
If you've ever wondered how a shopping mall knows exactly how crowded its west wing is right now, or...

Dev.to · LifeGuard DataRecoverysaniya
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
Recover Data from Failed Storage Arrays
How to Recover Data from Failed Storage Arrays: A Complete Technical GuideStorage arrays—whether...

Dev.to · suvarna bellamkonda
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
The Data Said Facebook Wins. The Behaviour Said Otherwise
I've been thinking about how easy it is to trust the wrong metric, even when the data itself is...

Dev.to · Sourabh Gupta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
18h ago
Debezium vs Managed CDC: How to Actually Decide Between Build and Buy
Most "Debezium vs managed tool" articles get the question wrong. They frame it as a product bake-off,...

Dev.to · Jerry H.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
18h ago
BMS, PCS, and EMS Data Collection: How BESS Site Data Moves to Monitoring Platforms
Battery energy storage systems are not one data source. A BESS site may include a BMS, PCS, EMS,...

Dev.to · Alfino Hatta
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
20h ago
Building Northbridge Analytics: Turning Gut Feelings Into Governed Data
Every large organization has the same quiet problem: the best information about risk doesn't live in...

Dev.to · Brad Ju
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
20h ago
12.4 Million US Business Registrations Are Sitting on State Open-Data Portals, Free
Five US states — New York, Colorado, Pennsylvania, Oregon, and Connecticut — publish their entire business registries as open data with commercial use

Dev.to · Heshan Sanjuka
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
21h ago
Bootstrapped Data Products — Here's What I Learned
I'm Heshan. I build data products. No VC, no team — just me, a lot of Playwright scripts, and...

Dev.to · Loh Kah Meng
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
21h ago
One Master Dataset, Two Consumers: Building a Governed Pipeline for BI + ML
The problem with two datasets A recent project of mine called for two things that are easy...

Dev.to · Anupa Supul
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
23h ago
I Finally Understood AWS Data Pipelines After Following a Single Customer Click
beginner has been there. You memorize services like: Amazon...

Dev.to · RoyserVillanueva
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
23h ago
Beyond the Basics: Streamlit, Dash, and Bokeh for Interactive Dashboards
When we talk about data visualization and dashboards, enterprise tools like Tableau or PowerBI...

Dev.to · chuandonghuang
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
I added nested CSV to JSON support to a free browser-based converter
I built JSON Utility Kit as a small browser-based toolkit for everyday JSON tasks. The CSV to JSON...

Dev.to · Amit Kumar Singh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
AI Technical Debt in Data Engineering: Why Generated Code Still Needs Metadata, Review, and Governance
AI-assisted coding is changing how data engineering teams work. A developer can now generate SQL,...

Dev.to · Only Machua
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
PowerBi is smart but also lazy
Introduction For the past few days I have been doing data cleaning using PowerBi 34...

Dev.to · Sami
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Foreign vs domestic in China: 525 social posts on who's winning the sentiment war
TL;DR — I scored 525 Chinese social posts on two foreign-vs-domestic rivalries. Coffee: Starbucks...

Dev.to · Hussein Mahdi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The first article in the Panda Library Mastery series
Mastering Pandas — Part 1: Reading, Sorting & Displaying Data ...

Dev.to · Sanskriti Harmukh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Deploying Matomo Analytics - An Open-Source Google Analytics Alternative
Matomo is an open-source web analytics platform that keeps full ownership of visitor data on...

Dev.to · Sanskriti Harmukh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Deploying Plausible Analytics - Self-Hosted Web Analytics Platform
Plausible Analytics is an open-source, self-hosted web analytics tool that tracks traffic without...

Dev.to · Diana Wachenje
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Understanding Parametric and Non-Parametric Tests Made Simple
Introduction Parametric and non-parametric statistical tests are used to analyze data. The...

Dev.to · Joan Wambui
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Data Pipeline Orchestration with Apache Airflow
Airflow is an open-source platform for programmatically authoring, scheduling, and monitoring...

Dev.to · StartupHub.ai -
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Databricks Auto Upgrades: Automating Lakehouse Evolution for Peak Performance
Databricks Auto Upgrades introduces a revolutionary way to keep your lakehouse tables optimized and current, automating the adoption of advanced features to boo

Dev.to · PrismResume
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Translate Chinese University Projects into US Data Engineering Bullets
Learn how to translate Chinese university project experience into US-style resume bullets for data engineering roles. Includes before/after examples, a 3-step r

Dev.to · Chamindu Perera
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Snowflake SQL Interview Questions – Quick Notes
SNOWFLAKE SQL INTERVIEW QUESTIONS – QUICK NOTES What is Snowflake? Snowflake is a cloud-based data...

Dev.to · Hideki Mori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The example is the schema: extracting Japanese qualified invoices to JSON
Japan's qualified invoice system requires every invoice to carry a registration number (a "T"...

Dev.to · Shivani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Data Warehouse vs Data Mart: The Real Difference
I once watched a marketing team wait four months for a single dashboard. Every request had to go...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Day 64: ClickHouse® Query Cache – Configuration, Best Practices, and Common Pitfalls
Introduction Analytical platforms often execute the same SQL queries repeatedly. Business...

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Day 63: Advanced ClickHouse® Dictionaries – Integrating External Data Sources for Faster Lookups
Introduction Modern analytics platforms rarely store all business data in one place....

Dev.to · MORINAGA
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
How I added upstream activity signals to an OSS alternatives directory
How I built an ETL script to pull GitHub release cadence, open issue counts, and archived status into ossfind.com — and why I kept all AI opinions out of it.

Dev.to · Todd Sullivan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Silent Data Loss Is Worse Than a Failed Export
This week I fixed a set of bugs in a mobile export pipeline where the scary part was not that the...

Dev.to · Han-co
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Beyond prediction: causal inference and experiments in credit
Originally published at han-co.com · Part of the "Basics" strand of my Credit & Finance Data...

Dev.to · EmilyL
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
How to Build Unbroken Candlestick Charts for US Stocks: A Three-Layer Session Tagging Approach
The Problem: Candlestick Gaps That Confuse Users and Algorithms When our team integrated...

Dev.to · Namrata Khorjuwekar
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
SQL Server Heaps: Understanding Tables Without Clustered Indexes
Learn what SQL Server heaps are, when to use them, common interview questions, and practical SQL scripts for identifying and managing heap tables.

Dev.to · Namrata Khorjuwekar
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Database Deep Dive Series
Welcome to the Database Deep Dive Series—a collection of articles designed to help database...

Dev.to · samwel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Fact Tables, Star Schemas, Joins and Dashboards
When I first heard the words star schema, fact table and DAX, I honestly had no idea what any of that...

Dev.to · michael imani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
The Ultimate Step-by-Step Guide: Connecting Power BI to Cloud-Based & Local PostgreSQL
Introduction The data we work on using Power BI is collected from different sources. These...

Dev.to · datapeek
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Job Hunting? Free Data Tools for Salary, Certification, and Visa Research
Job hunting needs salary data, certification ROI, employer-city take-home pay, and (if you're moving...

Dev.to · SleepTrace
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Sleep-stage detection is mostly inference. Be honest about it.
Sleep-stage classification is where a lot of consumer sleep tech quietly cheats. A quick tour of the...

Dev.to · L. Cordero
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Fable 5 Hype: Fangirling with Datasets to Build a Lakers Dashboard
This is the story of a for-fun project, Luka Fit Index that started with me typing "ai for fun?...

Dev.to · gikonyo-v
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d 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...

Dev.to · 네이쳐스테이
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d 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...

Dev.to · Mary Nyandia
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d 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...
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