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 · r0nin
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I built a dashboard that analyzes your Codeforces weaknesses and recommends problems
I made Solvedge — a Codeforces performance dashboard I built Solvedge — a web dashboard...

Dev.to · Mburu
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Advanced SQL for Data Analytics: Advanced Techniques Every Data Analyst Should Know
SQL is the backbone of data analysis. While basic SQL allows you to query and filter data, advanced...

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Is a Data Science Bootcamp Worth It in 2026?
Is a data science bootcamp worth it? A practical ROI framework, skills checklist, and a quick baseline model example to decide in 2026.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Is a Data Science Bootcamp Worth It in 2026?
Is a data science bootcamp worth it in 2026? A practical ROI checklist, red flags, a mini-project test, and smarter online learning alternatives.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Is a Data Science Bootcamp Worth It in 2026?
Is a data science bootcamp worth it in 2026? A practical, opinionated guide to bootcamps vs self-paced platforms, plus a quick readiness test.

Dev.to · John Leslie
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Are Prediction Markets Well-Calibrated? I Analyzed 7,661 Resolved Polymarket Markets
By John Leslie Prediction markets are booming. Polymarket alone processes billions in volume. But a...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Pandas DataFrames: Your Data Spreadsheet
NumPy is for numbers. Pure numbers, same type, organized in grids. Fast, powerful, no labels. Real...

Dev.to · Dolly Sharma
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Part-2
⚔️ Jupyter Notebook vs Google Colab 🔹 1. Setup & Installation ...

Dev.to · Dylan Dumont
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Change Data Capture: Streaming Database Changes to Downstream Systems
Manual polling is an anti-pattern; stream the truth directly from the source. What We're...

Dev.to · Cristiano Gabrieli
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
10 Essential Data Calculations in R Every Analyst Should Know
Most analytical work relies on a small set of core calculations. Master these 10 operations in R and...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
ByteDance Data Engineering Interview Questions Guide
ByteDance data engineering interview questions (often discussed alongside TikTok-aligned or...

Dev.to · Kevin Meneses González
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How to Get Historical Stock Data for Free with Python (and Actually Use It)
Most people searching for free stock data end up in the same loop. They find Yahoo Finance. The...

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Cohort Analysis Tools: What to Use and Why
A practical guide to cohort analysis tools: what cohorts reveal, must-have features, a SQL retention example, and when to use Mixpanel, Amplitude, or PostH

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Segment Alternatives: 5 Analytics Tools That Replace It
Looking for Segment alternatives? Compare PostHog, Mixpanel, Amplitude, Hotjar, and FullStory with tradeoffs, plus a lean tracking spec example.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Product Analytics Tools: What to Use (and Why)
A practical guide to product analytics tools: categories, selection criteria, real comparisons (mixpanel, amplitude, hotjar, fullstory, PostHog) + code.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
GA4 Alternatives: 6 Analytics Tools Worth Switching To
Looking for GA4 alternatives? Compare Amplitude, mixpanel, Hotjar, FullStory, and PostHog with a pragmatic checklist and a reusable tracking example.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
PostHog Self Hosted Review: Pros, Cons, and Setup
PostHog self-hosted review with real ops tradeoffs, comparisons vs Mixpanel/Amplitude/Hotjar/FullStory, and a practical event-capture snippet.

Dev.to · samkaruri
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
6 Essential SQL Concepts Every Beginner Should Master
Introduction. Starting your journey with SQL can feel like staring at a massive wall of...

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Mixpanel vs Amplitude 2026: Practical Product Analytics
Mixpanel vs Amplitude in 2026: real differences in instrumentation, governance, workflows, and how to choose for fast insights and reliable retention.

Dev.to · Daniel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Trial by Fire: From Garbage Excel to Relational Graph with Python and Pandas
1. The Hook: Industrial Data Entropy In standard academic theory, data sets are inherently...

Dev.to · Daniel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
El Bautismo de Fuego: De Excel Basura a Grafo Relacional con Python y Pandas
1. El Gancho: La Entropía de los Datos Industriales En la teoría académica, los datos...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
The Bell Curve and Why It Shows Up Everywhere
Measure the height of every adult in your city. Plot how many people are at each height. Short on...

Dev.to · Timosha
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
I Built an AI System That Collects 1,800+ Business Signals Per Day
I built a signal intelligence system that scrapes Reddit, Hacker News, Google Trends, patent filings,...

Dev.to · Silas C
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How to manage CV variants without spreadsheet drift (manual tailoring burnout)
How to manage CV variants without spreadsheet drift (manual tailoring burnout) Publish a...

Dev.to · AlterLab
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How to Scrape Amazon Data: Complete Guide for 2026
Disclaimer: This guide covers extracting publicly accessible data. Always review a site's robots.txt...

Dev.to · Khushi Kumari
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Tools in Data Analytics
In today’s digital world, data is everywhere. From online shopping to social media and banking...

Dev.to · saud khan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Data Cleaning in Pandas (Handling Missing Data)
The Reality of Real‑World Data Over the past few days, we have been working with perfect, pristine...

Dev.to · ppm
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
A simple graph & chart maker I built using Chart.js and D3.js
I have used libraries like Chart.js and D3.js in a few projects, and they are great when you are...

Dev.to · Chirag Patel
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Designing Stable Integration Testing Architectures for Data-Driven Systems By QA Transformation & Integration Architect
Modern data platforms are no longer simple pipelines—they are distributed ecosystems. Data moves...

Dev.to · Raghav Sharma
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Cost Optimization Strategies for Databricks Workloads
Introduction Databricks has become a core platform for data engineering, analytics, and...

Dev.to · toshihiro shishido
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
GA4's 'Direct / (none)' is mostly measurement loss, not user behavior
When GA4 'Direct / (none)' grows past 30%, it almost never means brand awareness. It means your measurement is leaking. Here are the 5 causes and how 8 out of 1

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Statistics Basics: Mean, Median, Variance
Before you train a single model, you need to understand your data. Not a vague understanding. A...

Dev.to · Victor Karanja
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Understanding SQL: DDL, DML, and Data Transformation
Introduction Structured Query Language (SQL) is the standard language for managing and...

Dev.to · Yos Riady
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Web3 User Cohort Analysis 101: What It Is and Real-World Examples
Web3 cohort analysis helps web3 product and marketing teams group users by shared attributes to track engagement, improve retention, and uncover valuable produc

Dev.to · Yos Riady
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Web3 Analytics: How to Leverage Data for Growth and Product-Market Fit
Formo helps crypto and DeFi teams drive growth with analytics and attribution designed for onchain growth. Leading onchain apps use Formo's end-to-end analytics

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Plausible vs Fathom Analytics: Which Fits Your Stack?
Plausible vs Fathom Analytics compared: data model, privacy, implementation, and when to add PostHog/Mixpanel. Pick the right lightweight stack.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Cohort Analysis Tools: Pick the Right One in 2026
Learn how to evaluate cohort analysis tools, avoid misleading averages, and run a practical cohort workflow with a SQL example for retention.

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Segment Alternatives: Practical Picks for 2026
Segment alternatives explained: pick the right analytics stack by use case (product analytics, session replay, warehouse-first) with a TS event contract ex

Dev.to · Juan Diego Isaza A.
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Product Analytics Tools: A Practical 2026 Guide
A practical guide to product analytics tools: how to evaluate platforms, avoid event soup, compare Mixpanel/Amplitude/PostHog, and track events right.

Dev.to · Prithvi S
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
The Metadata Tree: How Apache Iceberg Tracks Everything Without a Database
Published on Dev.to by Prithvi S If you've worked with petabyte-scale data lakes, you've felt the...

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.
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