Tech Skills

Data Analytics & Business Intelligence

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

16,772
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
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The Apple Books data model
Dev.to · Kevin Alemán 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
The Apple Books data model
Apple Books stores everything about your reading on disk, in plain SQLite. Your books, your...
TYPES OF JOINS
Dev.to · Jedidah Ondiso 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
TYPES OF JOINS
In Power BI, joins are primarily used in Power Query (during the "Merge Queries" step) to combine...
Buscando o primeiro emprego na área de TI.
Dev.to · VICTAL 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Buscando o primeiro emprego na área de TI.
Estou procurando minha primeira oportunidade na área de TI, eu sou Analista de Dados Júnior, minha...
Cohort Retention Analysis in Excel - Without SQL
Dev.to · Waqas R 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Cohort Retention Analysis in Excel - Without SQL
If you want to know whether customers actually stick around, a cohort retention table is the clearest...
🚀 Top Data Analytics Project Ideas for Beginners and Professionals
Dev.to · Sapana Pal 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
🚀 Top Data Analytics Project Ideas for Beginners and Professionals
If you're learning Data Analytics and looking to build a strong portfolio, working on real-world...
Day 30 of 100 Days of ClickHouse® - Using ClickHouse® Arrays for Complex Data Structures
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Day 30 of 100 Days of ClickHouse® - Using ClickHouse® Arrays for Complex Data Structures
Introduction Modern analytical workloads often involve working with multi-valued and...
Snowflake vs Databricks, BigQuery vs Redshift? The 2026 Guide to Right-Sizing Your Data Platform
Dev.to · Aditya Somani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Snowflake vs Databricks, BigQuery vs Redshift? The 2026 Guide to Right-Sizing Your Data Platform
TL;DR Big data platforms like Snowflake and BigQuery impose high pricing floors, like...
How Uber Built Its Big Data System — From a Few TBs to 350 Petabytes with Sub-Hour Latency
Dev.to · Lê Đình Phú 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
How Uber Built Its Big Data System — From a Few TBs to 350 Petabytes with Sub-Hour Latency
A deep-dive into Uber's three architectural generations — from a Vertica warehouse to a Hadoop data lake, to Apache Hudi — and the engineering decisions behind
Stop Funding History: Building a Demand Prediction App to Optimize Trade Spend
Dev.to · Malawige Inusha Thathsara Gunasekara 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Stop Funding History: Building a Demand Prediction App to Optimize Trade Spend
Let’s be honest: in the FMCG (Fast-Moving Consumer Goods) space, trade marketing budgets are almost...
By the Numbers: The Fascinating Data Behind 100 Million Nebility Customers
Dev.to · ersajay 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
By the Numbers: The Fascinating Data Behind 100 Million Nebility Customers
Behind every great brand is a story. But behind every great global brand is data — millions of data...
Why Statistics is the Invisible Backbone of Data Science
Dev.to · Venus-Kennedy 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Why Statistics is the Invisible Backbone of Data Science
INTRODUCTION In the hype-fueled world of tech, data science is often painted as a futuristic...
Van HTML-tabel naar SQL INSERT Statements in Eén Klik
Dev.to · circobit 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Van HTML-tabel naar SQL INSERT Statements in Eén Klik
Je hebt data op een website gevonden. Je hebt het in je database nodig. De workflow is meestal:...
17 million Polymarket price snapshots, collected on one Mac for $0/month
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
17 million Polymarket price snapshots, collected on one Mac for $0/month
Most prediction-market datasets you find online are a one-time dump someone scraped, posted, and...
Du Tableau HTML aux Instructions SQL INSERT en Un Clic
Dev.to · circobit 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Du Tableau HTML aux Instructions SQL INSERT en Un Clic
Vous avez trouvé des données sur un site web. Vous en avez besoin dans votre base de données. Le...
Data Modeling, Joins, Relationships and Schemas
Dev.to · Lameck Odhiambo 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Data Modeling, Joins, Relationships and Schemas
Before data reaches its final used destination it needs to be organized in a structured way to enable...
Host Nation Advantage: Do USA, Canada, and Mexico Get a Statistical Boost?
Dev.to · Edge Lab 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Host Nation Advantage: Do USA, Canada, and Mexico Get a Statistical Boost?
Here's a stat that'll surprise you: since 1930, host nations win the World Cup 26% of the time—nearly...
Distributions and Their Impact on Data Science
Dev.to · Samuel Mwai 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Distributions and Their Impact on Data Science
Introduction Data science is built on the ability to extract meaningful insights from...
Stop Nesting: How to Optimize Your Data Mapping Performance
Dev.to · Jehadur Rahman (Emran) 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Stop Nesting: How to Optimize Your Data Mapping Performance
Why You Should Stop Using Nested Loops for Data Mapping Nested loops are a common pitfall in software...
CSV explained — the quirks that quietly corrupt your data (and how to avoid them)
Dev.to · William Andrews 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
CSV explained — the quirks that quietly corrupt your data (and how to avoid them)
CSV looks like the simplest file format there is. It isn't. A practical guide to delimiters, quoting, encoding, the Excel traps that destroy data, and how to pa
What 295,732 IPL balls reveal: chase to win, and the death overs are a different game
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
What 295,732 IPL balls reveal: chase to win, and the death overs are a different game
I cleaned every IPL delivery from 2008 to 2026 into one tidy ball-by-ball table — 295,732 rows — and...
Why Statistics is the Real Backbone of Data Science
Dev.to · Menje 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Why Statistics is the Real Backbone of Data Science
The explosive rise of data science has made one thing clear: everyone wants to build the next...
Power BI Data Modeling Unleashed: Master Schemas, Relationships, and Joins for High-Performance Reporting
Dev.to · It's pronounced W3SHY 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Power BI Data Modeling Unleashed: Master Schemas, Relationships, and Joins for High-Performance Reporting
Whether you're brand new to Power BI or just getting started with data analytics, this guide walks...
My 3rd excel project
Dev.to · Mohammad Meezan 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
My 3rd excel project
I picked up a random dataset of amazon book sales of 10 years from kaggle and started exploring and...
How Data Science Projects Fail (and What Developers Can Do Differently)
Dev.to · Eva Clari 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
How Data Science Projects Fail (and What Developers Can Do Differently)
Organizations spend millions of dollars building data science and machine learning capabilities. They...
Day 29 of 100 Days of ClickHouse® - Understanding Distributed Tables
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Day 29 of 100 Days of ClickHouse® - Understanding Distributed Tables
Introduction As datasets grow, a single ClickHouse® server may eventually become...
Monaco’s RCI registry: what you actually get from the data
Dev.to · OpenRegistry 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Monaco’s RCI registry: what you actually get from the data
Monaco lists roughly 14,000 active entities in the Registre du Commerce et de l’Industrie (RCI). The...
Turning messy Airbnb / Vrbo / Booking.com payout CSVs into per-property profit
Dev.to · Lawrence Locke 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Turning messy Airbnb / Vrbo / Booking.com payout CSVs into per-property profit
Hosts rarely have a single clean ledger. Revenue comes from one export, platform fees from another,...
Why I built a CSV-first rental profit tracker — no Plaid, no bank login
Dev.to · Lawrence Locke 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Why I built a CSV-first rental profit tracker — no Plaid, no bank login
Most short-term-rental finance tools start the same way: connect your bank through Plaid, link your...
From Privacy Compliance to Data Security — How GBase Helps Prevent Sensitive Data Exposure
Dev.to · Scale 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
From Privacy Compliance to Data Security — How GBase Helps Prevent Sensitive Data Exposure
Organizations today face increasing pressure to protect sensitive information while still making data...
Modelling, Joins, Relationships and different Schemas
Dev.to · Pepsy-11y 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Modelling, Joins, Relationships and different Schemas
Data Modelling is the invisible architecture that structures your data so it is fast accurate and...
Why regex couldn't parse my invoices (and what did)
Dev.to · zhongqiyue 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Why regex couldn't parse my invoices (and what did)
I spent three weekends building a regex pipeline for invoice data extraction. By the end of it, I had...
1.4.6 Aggregate Cost: Choosing HashAgg vs GroupAgg
Dev.to · JoongHyuk Shin 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
1.4.6 Aggregate Cost: Choosing HashAgg vs GroupAgg
A query like SELECT region, COUNT(*) FROM sales GROUP BY region folds many rows together, collapsing...
1.4.4 Join Strategies: Nested Loop, Hash, Merge
Dev.to · JoongHyuk Shin 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
1.4.4 Join Strategies: Nested Loop, Hash, Merge
The costs in 1.4.2 and 1.4.3 were about how to read a single table. A join combines two tables, and...
From Legacy Data Platforms to Modern Data Stacks: Why Metadata Matters More Than Technology
Dev.to · Amit Kumar Singh 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
From Legacy Data Platforms to Modern Data Stacks: Why Metadata Matters More Than Technology
Introduction Organizations spend millions of dollars modernizing data platforms. They migrate from...
Citation Analysis at Scale: Track Research Trends with Semantic Scholar Data
Dev.to · NexGenData 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Citation Analysis at Scale: Track Research Trends with Semantic Scholar Data
The research landscape moves faster than any single researcher can keep up with. You might spend...
Fitness Tracker Accuracy Testing Methodology: A Comprehensive Guide
Dev.to · Sam Chen 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Fitness Tracker Accuracy Testing Methodology: A Comprehensive Guide
Introduction Fitness trackers have become ubiquitous in our daily lives, promising to...
Building a Transparent Digital SAT Score Estimator Without Pretending It Is Exact
Dev.to · 陈科林 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Building a Transparent Digital SAT Score Estimator Without Pretending It Is Exact
Score calculators look simple from the outside: enter a number of correct answers, apply a conversion...
Sharp Money vs Public Money: What Betting Line Movement Data Reveals
Dev.to · Edge Lab 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Sharp Money vs Public Money: What Betting Line Movement Data Reveals
The Hidden Story in Every Line Change Every second, across dozens of sportsbooks, betting...
How to Analyze Hacker News Engagement Patterns for Content Strategy
Dev.to · NexGenData 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
How to Analyze Hacker News Engagement Patterns for Content Strategy
Hacker News is a remarkably predictable ecosystem if you know how to read the signals. Every day,...
We shipped a weather app that learns your personal cold threshold — no ML, just percentiles
Dev.to · niixolabs 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
We shipped a weather app that learns your personal cold threshold — no ML, just percentiles
There's a gap between knowing the temperature and knowing whether to grab a coat. 14°C means very...
DuckDB Embraces Lakehouse Vector Search; SQLite Deep Dives into xUpdate & VFS Builds
Dev.to · soy 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
DuckDB Embraces Lakehouse Vector Search; SQLite Deep Dives into xUpdate & VFS Builds
DuckDB Embraces Lakehouse Vector Search; SQLite Deep Dives into xUpdate & VFS Builds ...
Pandas and Data Visualization Using Matplotlib and Seaborn
Dev.to · Joseous Ng'ash 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Pandas and Data Visualization Using Matplotlib and Seaborn
New chapter in Learning data analytics and data science. The focus now is on Pandas as a Python...
I Built Full Source-Attributed Analytics for Indie Developers — No Third-Party Tools
Dev.to · Dan Oluwatunmibi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
I Built Full Source-Attributed Analytics for Indie Developers — No Third-Party Tools
When I started building Rubies Unleashed — an open publishing platform for indie games, apps, and...
I Built an Interactive 3D Universe Map Connecting the Yin-Yang Diagram to 11 Scientific Fields
Dev.to · wenyumoney 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
I Built an Interactive 3D Universe Map Connecting the Yin-Yang Diagram to 11 Scientific Fields
I built an unusual educational website: a bilingual (EN/ZH) platform that maps the ancient Taiji...
I stopped writing throwaway scripts for messy CSVs and just use SQL now
Dev.to · Herbert Tzekian 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
I stopped writing throwaway scripts for messy CSVs and just use SQL now
Someone sends you a CSV. Then a folder of CSVs. Then a CSV that's actually tab-separated but named...
Day 27 of 100 Days of ClickHouse® - Optimizing ClickHouse® Queries for Faster Execution
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Day 27 of 100 Days of ClickHouse® - Optimizing ClickHouse® Queries for Faster Execution
Introduction As datasets grow larger and analytical workloads become more demanding, query...
Why Statistics is Important in Data Science
Dev.to · jayson kibet 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Statistics is Important in Data Science
Introduction Ask ten people what data science is and you'll hear things like...
Chatting with your Data: Conversational Analytics in BigQuery
Dev.to · Aryan Irani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Chatting with your Data: Conversational Analytics in BigQuery
For the last decade, the workflow for Business Intelligence hasn't changed much: A business...