Tech Skills

Data Analytics & Business Intelligence

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

17,005
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
All Reads (7,532) Articles (3143)Blog Posts (3467)Tutorials (383)Research Papers (41)News (498)
Marketing Has a Model Now. Here Is How I Built It.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Marketing Has a Model Now. Here Is How I Built It.
In Part 1 I built an OLS regression model on three years of B2B marketing data across eight channels. Continue reading on Medium »
Three Geopolitical Shocks. Three Completely Different Markets.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Three Geopolitical Shocks. Three Completely Different Markets.
What Python, options skew, and news sentiment revealed about how markets price fear Continue reading on Predict »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
The Hardest Part of Data Work Isn’t the Data
This post is part of my 2026 series, From Insight to Impact, where I explore what practical, real-world analytics looks like beyond tools… Continue reading on M
Data Warehousing & Modeling: Star Schema, Snowflake & SCDs Explained (2026)
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Data Warehousing & Modeling: Star Schema, Snowflake & SCDs Explained (2026)
Master data warehousing and dimensional modeling — OLAP vs OLTP, star schemas, snowflake schemas, fact and dimension tables, and Slowly… Continue reading on Med
Data Engineering Fundamentals: ETL vs. ELT
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Data Engineering Fundamentals: ETL vs. ELT
Understanding how data moves through an organization is a core competency for any analyst or engineer. Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Stored procedure cannot be the input to the Python script in MS SQL Server
I am in the journey of using python in MS SQL Stored procedures. Continue reading on Medium »
The Bayesian Revolution in Clinical Trials: Principles and Applications
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
The Bayesian Revolution in Clinical Trials: Principles and Applications
For more than a century, clinical research has been dominated by the frequentist paradigm of statistical analysis. Concepts such as… Continue reading on Medium
The Mathematics of Uncertainty
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
The Mathematics of Uncertainty
We still don’t understand what those forecasts mean Continue reading on Medium »
Solving Real-World SQL Problems Using a Zomato Dataset: Joins, Aggregations, NULL Handling, and…
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Solving Real-World SQL Problems Using a Zomato Dataset: Joins, Aggregations, NULL Handling, and…
As part of my SQL learning journey, I worked on a Zomato-style food delivery dataset consisting of 7 interconnected tables: Continue reading on Medium »
Como escolher a melhorinferência estatística quantitativa B3em 2026
Dev.to · arthurvalle1 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Como escolher a melhorinferência estatística quantitativa B3em 2026
← Voltar ao blog GUIA · COMPARATIVO Como escolher a melhor inferência estatística...
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit
Dev.to · Pulsebit News Sentiment API 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit
Your Pipeline Is 21.2h Behind: Catching Finance Sentiment Leads with Pulsebit We recently...
Inferência Estatística Quantitativa B3:guia completo
Dev.to · arthurvalle1 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Inferência Estatística Quantitativa B3:guia completo
← Voltar ao blog GUIA · INFERÊNCIA QUANTITATIVA Inferência Estatística Quantitativa B3:...
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor
Dev.to · soy 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor
DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor ...
Como escolher a melhorinferência estatística quantitativa B3em 2026
Dev.to · arthurvalle1 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Como escolher a melhorinferência estatística quantitativa B3em 2026
← Voltar ao blog GUIA · COMPARATIVO Como escolher a melhor inferência estatística...
The Project I Built Because Someone Said, “Send Me Your CV”
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
The Project I Built Because Someone Said, “Send Me Your CV”
Sometimes curiosity quietly changes the direction of your week. Continue reading on Medium »
GM Doubles Down On Energy Business To Serve Data Center Electricity Demand
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
GM Doubles Down On Energy Business To Serve Data Center Electricity Demand
The carmaker scaled back electric vehicle plans, but is going all in on advanced batteries, including a new sodium-ion chemistry designed for large-scale power
1000 Genomes Data Is Free. Making It Useful Is the Hard Part.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
1000 Genomes Data Is Free. Making It Useful Is the Hard Part.
A complete technical walkthrough of VariantLens - a production-grade VCF parsing, validation, annotation, and visualisation pipeline built… Continue reading on
1000 Genomes Data Is Free. Making It Useful Is the Hard Part.
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
1000 Genomes Data Is Free. Making It Useful Is the Hard Part.
A complete technical walkthrough of VariantLens - a production-grade VCF parsing, validation, annotation, and visualisation pipeline built… Continue reading on
Scaling Video Viewership Analytics With TimescaleDB Hypertables
Dev.to · ahmet gedik 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Scaling Video Viewership Analytics With TimescaleDB Hypertables
How TopVideoHub moved 12M daily video view events off SQLite onto TimescaleDB hypertables: chunking,
Your Pipeline Is 22.2h Behind: Catching Inflation Sentiment Leads with Pulsebit
Dev.to · Pulsebit News Sentiment API 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Your Pipeline Is 22.2h Behind: Catching Inflation Sentiment Leads with Pulsebit
Your 24h momentum spike of +0.750 in inflation sentiment is a stark indicator of incoming trends. We...
MyDataWork: The System of Record Data Practitioners Never Got…Until Now
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
MyDataWork: The System of Record Data Practitioners Never Got…Until Now
Every other business function got its system of record. Sales got the CRM. Marketing got the campaign and content platforms. Finance got… Continue reading on Me
I Built a Data Lakehouse to Map Kenya’s Healthcare Inequality — Here’s What I Learned
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
I Built a Data Lakehouse to Map Kenya’s Healthcare Inequality — Here’s What I Learned
And why I deliberately over-engineered it Continue reading on Towards Data Engineering »
Privacy-First Analytics Is Not Blind Analytics
Dev.to · WebmasterID 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Privacy-First Analytics Is Not Blind Analytics
Privacy-First Analytics Is Not Blind Analytics is a practical operating principle, not a slogan. The...
How Excel Is Used in Real-World Data Analysis Week 1 Reflection | Data Science & Analytics Program, LuxDevHQ
Dev.to · mjamosk254 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
How Excel Is Used in Real-World Data Analysis Week 1 Reflection | Data Science & Analytics Program, LuxDevHQ
Introduction Before I enrolled in this data analytics program, Excel was something I associated...
Ingeniería inversa de la historia: Un modelo lógico-matemático para limpiar el ruido en los…
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Ingeniería inversa de la historia: Un modelo lógico-matemático para limpiar el ruido en los…
Introducción del Autor Continue reading on Medium »
Dashboard de Cidades
Medium · JavaScript 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Dashboard de Cidades
Sempre achei difícil encontrar dados organizados e visuais sobre cidades do Brasil — então decidi construir meu próprio painel. Continue reading on Medium »
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
Dev.to · Paulet Wairagu 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
Dataflows are a type of cloud-based ETL (Extract, Transform, Load) tool for building and executing...
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Energy companies rely more on data than you think
When most people think about energy companies, they often imagine engineers building power plants, maintaining electricity lines, or… Continue reading on Medium
Confidence Intervals and Margin of Error: Reading A/B Test Results Correctly
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Confidence Intervals and Margin of Error: Reading A/B Test Results Correctly
Learn how to interpret confidence intervals and margin of error in A/B test results, why your conversion rate is always an estimate with… Continue reading on Me
Automating Fundamental Analysis: Building a PostgreSQL Pipeline with SQLAlchemy
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Automating Fundamental Analysis: Building a PostgreSQL Pipeline with SQLAlchemy
One of the toughest parts of any data science project is the acquisition of real-world data. There is always toy data available on Kaggle… Continue reading on M
How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it
Dev.to · Sami 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it
If you scrape Weibo's hot-search board you get a snapshot: ~50 trending topics, ranked, right now....
Data Lineage Is a Vanity Metric Without Business Context
Dev.to · Andrew Tan 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Data Lineage Is a Vanity Metric Without Business Context
Most lineage tools produce beautiful diagrams that don't answer the one question that matters: 'What...
Your Dashboard Is Not Your Source of Truth. Your Raw Events Are.
Medium · Startup 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Your Dashboard Is Not Your Source of Truth. Your Raw Events Are.
What I learned after losing the data behind a question that actually mattered — and why owning your raw event layer is not just an… Continue reading on Medium »
The Dashboard Is No Longer Just a Report
Medium · ChatGPT 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
The Dashboard Is No Longer Just a Report
The best dashboards don’t tell you what happened. They tell you what is starting to. Continue reading on Medium »
Forecasting Isn’t About Being Right. It’s About Being Useful.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Forecasting Isn’t About Being Right. It’s About Being Useful.
What building a forecasting system for 100+ restaurant stores taught me Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Snowflake Semantic Views: Unleashing Structured Data
Semantic Views in Snowflake are incredibly powerful. They are the engine that will drive the effectiveness of your structured data for… Continue reading on Snow
170 Applicants Could Define Data Science. Only One Had Done It. The Honest Guide for 2026.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
170 Applicants Could Define Data Science. Only One Had Done It. The Honest Guide for 2026.
A friend who works in HR for a growing analytics firm shared a devastating, clarifying screening statistic with me recently. Continue reading on Medium »
Why 46% of My Data Was Null
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Why 46% of My Data Was Null
And How a Medallion Pipeline in Microsoft Fabric Fixed It Continue reading on Medium »
Taxing Optimism
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Taxing Optimism
At every information technology inflection point for forty years the enterprise has asked the same question. Continue reading on Medium »
Day 8 of #100DaysOfClickHouse: Understanding ClickHouse® Data Types
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Day 8 of #100DaysOfClickHouse: Understanding ClickHouse® Data Types
Understanding ClickHouse® Data Types: A Beginner’s Guide When working with ClickHouse®,...
Case Study Based Data Analytics e-Book
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Case Study Based Data Analytics e-Book
In today’s data-driven world, learning data analytics is not just about theory — it’s about understanding how data solves real problems… Continue reading on Med
Case Study Based Data Analytics e-Book
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Case Study Based Data Analytics e-Book
In today’s data-driven world, learning data analytics is not just about theory — it’s about understanding how data solves real problems… Continue reading on Med
Case Study Based Data Analytics e-Book
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Case Study Based Data Analytics e-Book
The Case Study Based Data Analytics e-Book is a practical learning resource designed to help students and beginners understand data… Continue reading on Medium
Reddit r/learnprogramming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Automating data extraction from a website
Hi everyone, I recently started working at a company where I have a monthly recurring task that involves extracting data from a website and pasting it into Exce
What is Data Science?
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
What is Data Science?
Data Science is an interdisciplinary field that involves collecting, processing, analyzing, and interpreting data to extract meaningful… Continue reading on Med
Difference between Data Science and Data Analytics?
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
Difference between Data Science and Data Analytics?
Data Science and Data Analytics are related fields, but they have different goals and approaches. Continue reading on Medium »
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
A Technical Guide to AI-Powered CSV Duplicate Removal
In the world of data, pristine datasets are a myth. From customer lists to inventory records, nearly every CSV file you encounter is likely to harbor a silent,
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4w ago
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
A walk through what ~17,900 prediction markets look like in bulk — favorite-longshot bias, late convergence, and why volume != movement — using a dataset of 17.