Tech Skills

Data Analytics & Business Intelligence

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

16,812
lessons
Skills in this topic
View full skill map →
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 (7,344) Articles (3017)Blog Posts (3422)Tutorials (370)Research Papers (39)News (496)
Data Pipeline E2E na Prática: Construindo a Camada Bronze com Python e BigQuery
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3d ago
Data Pipeline E2E na Prática: Construindo a Camada Bronze com Python e BigQuery
Parte 1 de 5 — Ingestão bruta na camada bronze Continue reading on Medium »
RevOps Isn’t Accounting Anymore. It’s Architecture.
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
RevOps Isn’t Accounting Anymore. It’s Architecture.
What three days of building a group-level data layer taught me about where this function is actually headed in 2026 Continue reading on Data Science Collective
How to Win Any Argument Using Bad Graphs: A Villain's Guide to Data Visualization
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
How to Win Any Argument Using Bad Graphs: A Villain's Guide to Data Visualization
Because sometimes the truth needs a little Excel-based kidnapping. Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Building Scalable Data and AI Workflows
Modern data systems need to support much more than traditional reporting. Teams now use data platforms for analytics, machine learning… Continue reading on Medi
Predictive Analytics for Growth Teams: When Historical Data Stops Being Useful
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Predictive Analytics for Growth Teams: When Historical Data Stops Being Useful
Mean reversion in marketing channels, the diminishing returns curve, and when to trust your model vs. your gut. Why the past is an… Continue reading on Medium »
Predictive Analytics for Growth Teams: When Historical Data Stops Being Useful
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Predictive Analytics for Growth Teams: When Historical Data Stops Being Useful
Mean reversion in marketing channels, the diminishing returns curve, and when to trust your model vs. your gut. Why the past is an… Continue reading on Medium »
What I Learned Reading Chapter 1 of “Designing Data-Intensive Applications” (2nd Edition)
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
What I Learned Reading Chapter 1 of “Designing Data-Intensive Applications” (2nd Edition)
Data isn’t just storage — it’s distribution, trust, and responsibility. Continue reading on Medium »
Do Countries Really Name Their Streets After the Same Handful of Heroes?
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Do Countries Really Name Their Streets After the Same Handful of Heroes?
I’ve spent enough time walking around different cities to notice a pattern: certain names keep showing up on street signs, over and over… Continue reading on To
The Product Does Not Sell Itself: Why Commodity Businesses Need Loyalty Analytics
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The Product Does Not Sell Itself: Why Commodity Businesses Need Loyalty Analytics
In college, I had two business subjects that stayed with me more than I realized at the time: Customer Relationship Management and… Continue reading on Medium »
The Myth of Useless Data
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The Myth of Useless Data
How Capability-Dependent Value Rewrites the History of Information Continue reading on Medium »
Filters in Power BI
Dev.to · Seenivasan A 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Filters in Power BI
Filters in Microsoft Power BI help refine data in reports by displaying only the information that...
Your Data Is Lying to You (Until You Clean It)
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Your Data Is Lying to You (Until You Clean It)
How raw, messy data becomes insights that drive better decisions. Continue reading on Medium »
The Honest Truth About Learning Data Science Nobody Talks About
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The Honest Truth About Learning Data Science Nobody Talks About
I was not the smartest person in the room. I was just the one who refused to quit. Continue reading on Medium »
The Honest Truth About Learning Data Science Nobody Talks About
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The Honest Truth About Learning Data Science Nobody Talks About
I was not the smartest person in the room. I was just the one who refused to quit. Continue reading on Medium »
Stop Writing Regex for PDFs: How Smart OCR Makes Document Extraction Effortless
Medium · LLM 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Stop Writing Regex for PDFs: How Smart OCR Makes Document Extraction Effortless
If you’ve ever been tasked with extracting data from PDFs, invoices, or scanned documents, you already know the pain. Continue reading on Medium »
HCC V28 Transition Timeline & Phase-In Impact
Dev.to · VBC Risk Analytics 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
HCC V28 Transition Timeline & Phase-In Impact
V28 didn't replace V24 overnight. CMS blends the two models over multiple payment years, which means...
The First Five Minutes With Any Dataset Matter More Than the Next Five Hours
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The First Five Minutes With Any Dataset Matter More Than the Next Five Hours
Most beginner data analysts jump straight into writing SQL queries, exploring data in Excel, or importing it into Python. Experienced… Continue reading on Mediu
The First Five Minutes With Any Dataset Matter More Than the Next Five Hours
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The First Five Minutes With Any Dataset Matter More Than the Next Five Hours
Most beginner data analysts jump straight into writing SQL queries, exploring data in Excel, or importing it into Python. Experienced… Continue reading on Mediu
Data Analysis Is No Longer Just for Experts: A Beginner’s Guide to Excel and Better Decisions
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Data Analysis Is No Longer Just for Experts: A Beginner’s Guide to Excel and Better Decisions
Data Analysis, Excel for Beginners is a practical step-by-step guide that helps beginners understand data, use Excel, organize… Continue reading on Medium »
The Difference Between WHERE and HAVING Is Not What You Think. Here’s the Query Plan Proof.
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The Difference Between WHERE and HAVING Is Not What You Think. Here’s the Query Plan Proof.
If you’ve ever been asked the difference between WHERE and HAVING in an interview, you probably gave the textbook answer: "WHERE filters… Continue reading on Me
PrivacyFirstAnalyticsInCIAM
Dev.to · IAMDevBox 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
PrivacyFirstAnalyticsInCIAM
Privacy-preserving analytics is a method of analyzing data while ensuring that individual identities...
Easy Runs in Chennai: The Data Says Heat Adds ~3 bpm Per °C
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Easy Runs in Chennai: The Data Says Heat Adds ~3 bpm Per °C
I Thought I Was Losing Fitness. Running Data Told a Different Story. Continue reading on Medium »
Decoupling from the Cloud: Building a Real-Time Event Analytics Dashboard at the Edge
Dev.to · stampiq 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Decoupling from the Cloud: Building a Real-Time Event Analytics Dashboard at the Edge
Building a real-time event analytics dashboard for web traffic is simple. Building one to track...
Understanding Data Modeling, Relationships, Schemas, and Joins in Power BI
Dev.to · Mwikali 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Understanding Data Modeling, Relationships, Schemas, and Joins in Power BI
Introduction Microsoft's Power BI is a well-known business intelligence tool, commonly...
How Data Regulations May Fragment The Internet
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
How Data Regulations May Fragment The Internet
Rather than trying to aggregate everything into one system, we will have to start focusing on creating greater efficiency across many limited systems.
How to Scrape Clean Data and Bulk Download Media Without Getting Banned
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
How to Scrape Clean Data and Bulk Download Media Without Getting Banned
A practical guide on building custom Python and JavaScript extraction tools for fast data mining. Continue reading on Medium »
How Porn Shapes Expectations About Real Relationships
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
How Porn Shapes Expectations About Real Relationships
porn is a performance not real life Continue reading on Medium »
Power BI Is More Than Dashboards: Why It Belongs in Modern Data Work
Dev.to · Osborn Sifuna 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Power BI Is More Than Dashboards: Why It Belongs in Modern Data Work
Despite the rise of Python, R, notebooks, cloud warehouses, and custom analytics platforms, Power BI...
Excel Isn’t Dead: Why It Still Belongs in Modern Data Work
Dev.to · Osborn Sifuna 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Excel Isn’t Dead: Why It Still Belongs in Modern Data Work
I chose data for a reason I used to avoid saying out loud: the money mattered. I wanted a career that...
Humanity’s Biggest-Ever Camera Begins 10-Year Time-Lapse Of The Cosmos
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Humanity’s Biggest-Ever Camera Begins 10-Year Time-Lapse Of The Cosmos
The Rubin Observatory in Chile has begun a 10-year sky survey, using the world’s largest digital camera to find asteroids, supernovae and anything else that mov
Building a Dataset of Nigerian Fintech Reviews
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Building a Dataset of Nigerian Fintech Reviews
Every business wants to understand its customers. One of the richest sources of that understanding is often the reviews customers… Continue reading on Medium »
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Day 3 of My Data Science Journey: Handling Text and Collections
Day 3 was about learning how Python manages text (strings) and collections (lists). These are the building blocks for cleaning, storing… Continue reading on Med
Why Your Best Customer Probably Isn’t Your Most Valuable One
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Why Your Best Customer Probably Isn’t Your Most Valuable One
From RFM segmentation to predictive Customer Lifetime Value using BG/NBD and Gamma-Gamma models. Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Data Science Training in Hyderabad — Build a Successful Career in Data Science
The demand for skilled data professionals is growing rapidly as businesses increasingly rely on data-driven decision-making. From… Continue reading on Medium »
One Big Table vs the star schema: I think everyone's arguing about the wrong thing
Dev.to · Vikas Maheshwari 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
One Big Table vs the star schema: I think everyone's arguing about the wrong thing
The OBT vs star schema debate is mostly people optimizing for different things without saying so. Here's how I stopped picking a side.
Coût réel d’un appel vocal en production : 12 mois de données et 6 erreurs à corriger
Dev.to · lidychic 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Coût réel d’un appel vocal en production : 12 mois de données et 6 erreurs à corriger
En mars 2024, notre plateforme d’agents vocaux a traité 1 200 000 appels en Suisse romande, et la...
Why Data Science Is One of the Most Important Skills of the Digital Age
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Why Data Science Is One of the Most Important Skills of the Digital Age
The modern world runs on information, but raw data alone has little value. Its true power lies in interpretation. Continue reading on Medium »
How Data Science Training Improves Employability in the IT Industry
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
How Data Science Training Improves Employability in the IT Industry
The contemporary world of IT has become highly dependent on data. In order to know customers better, increase productivity, and make the… Continue reading on Me
SQL Subqueries Explained with Real Interview Examples | SQL Interview Series #2
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
SQL Subqueries Explained with Real Interview Examples | SQL Interview Series #2
Master SQL subqueries with simple explanations, practical examples, and interview-focused questions every developer should know. Continue reading on Medium »
Data Science Course With Placement Bangalore: Why Companies Are Hiring More Data Scientists Than…
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Data Science Course With Placement Bangalore: Why Companies Are Hiring More Data Scientists Than…
In the digital age, data is one of the most valuable assets for businesses today. All those clicks, purchases, social media interactions… Continue reading on Me
Science Backs Femtech, So Why Can't The Infrastructure Keep Up?
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Science Backs Femtech, So Why Can't The Infrastructure Keep Up?
Women-specific conditions have historically generated far less structured data than those taken from men.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Data Science Training Program with placement guarantee
VyTCDC offers the best Data Science courses with a placement guarantee Ideal for working professionals and students looking to enhance… Continue reading on Medi
The hardest part of a pre-release game tracker isn't the UI, it's the provenance field
Dev.to · Mark 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
The hardest part of a pre-release game tracker isn't the UI, it's the provenance field
I started sketching a small reference page for a game that hasn't launched yet, and the first schema...
I rebuilt a bank’s credit-risk function on 1.35M
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
I rebuilt a bank’s credit-risk function on 1.35M
Three times I went looking for what could go wrong. Three times it was hiding behind a number that looked completely fine. Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Kickstart Your Career with Data Science Training in Bangalore
In today’s digital world, data has become one of the most valuable assets for businesses. Organizations across industries use data science… Continue reading on
Master Data Science & Generative AI at IDSA Janakpuri!
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Master Data Science & Generative AI at IDSA Janakpuri!
 Elevate your career with the Institute of Data Science & Analytics (IDSA), Janakpuri — Delhi’s trusted destination for Data Science and… Continue reading on M
A Simple but Compelling Use Case for Conda
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
A Simple but Compelling Use Case for Conda
UV is great, and I use it most of the time, but sometimes Conda is more convenient Continue reading on Data Visualization, Data Science and Python »
Probabilistic Outcome Prediction with Poisson Regression and Monte Carlo Methods
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4d ago
Probabilistic Outcome Prediction with Poisson Regression and Monte Carlo Methods
An empirical evaluation using the 2026 FIFA World Cup as a live case study Continue reading on Medium »