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
All Reads (7,307) Articles (2992)Blog Posts (3416)Tutorials (364)Research Papers (39)News (496)
10 free playlists that
actually build job-ready skills
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
10 free playlists that actually build job-ready skills
Recruiters don’t care how many courses you’ve completed. They care what you’ve built. Continue reading on Medium »
Towards Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Your Churn Threshold Is a Pricing Decision
How unit economics should set your classification cutoff, and why they rarely do. The post Your Churn Threshold Is a Pricing Decision appeared first on Towards
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
If someone had told me a few years ago that I’d be learning Python, analyzing datasets, and interviewing for Business Intelligence Analyst… Continue reading on
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
Medium · DevOps 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
If someone had told me a few years ago that I’d be learning Python, analyzing datasets, and interviewing for Business Intelligence Analyst… Continue reading on
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
Medium · Cybersecurity 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How I Rebuilt My Confidence and Started a Career in Data Science at Sky States
If someone had told me a few years ago that I’d be learning Python, analyzing datasets, and interviewing for Business Intelligence Analyst… Continue reading on
Reddit r/datascience 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Identity crisis - A Generalist Dilemma
Hi folks, I have a query about my identity as a Data Scientist. I started working in data science back in 2017 and have contributed to projects across engineeri
Reddit r/learnprogramming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Wanting to learn Data Science — where do I even start? Free or paid course recommendations needed
So I've been thinking about getting into Data Science for a while now and I finally want to commit to actually learning it. A few things I want opinions on: Onl
UK.gov links up with LinkedIn for jobs market intel from 40M accounts
The Register 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
UK.gov links up with LinkedIn for jobs market intel from 40M accounts
What anonymized data taught me about B2B sales... and reliance on the private sector for statistical info
Data Leaders Don't Defend Anymore—They Deliver
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Leaders Don't Defend Anymore—They Deliver
The job has stopped being about supporting IT delivery and started being about owning business outcomes that happen to need data and AI to work.
The 12 Data Modeling Interview Questions that Matter
Dev.to · DataDriven 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
The 12 Data Modeling Interview Questions that Matter
I've watched candidates with 8 years of experience go blank when asked to define the grain of a fact...
QN : Introduction to Azure Data Lake Storage Gen2
Dev.to · Paulet Wairagu 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
QN : Introduction to Azure Data Lake Storage Gen2
data lake : repository of data stored in natural format as blobs or files. Azure Data Lake Storage...
Why Data Science Is Emerging as a Career-Enabling Skill in Bhubaneswar
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Data Science Is Emerging as a Career-Enabling Skill in Bhubaneswar
The modern job market increasingly rewards professionals who can combine domain expertise with analytical thinking. As organizations… Continue reading on Medium
How Data Science Is Helping Organizations Build a Culture of Better Decisions
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How Data Science Is Helping Organizations Build a Culture of Better Decisions
In today’s competitive business environment, organizations are constantly looking for ways to make smarter and faster decisions. Continue reading on Medium »
Why Data Science Careers Are Thriving in Indore
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Data Science Careers Are Thriving in Indore
The demand for data professionals is growing rapidly across India, and Indore is emerging as a promising destination for aspiring data… Continue reading on Medi
Engineering a Retail Analytics Engine: Transforming 260K+ Transaction Records into Consumer…
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Engineering a Retail Analytics Engine: Transforming 260K+ Transaction Records into Consumer…
How an algorithmic deep-dive into messy supermarket logs shattered core retail assumptions and isolated high-value growth levers. Continue reading on Medium »
Day 21 : Time-Series Data in ClickHouse®
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Day 21 : Time-Series Data in ClickHouse®
Time-series data is one of the most common types of data generated by modern applications. Every log...
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
SQL Skills Every Data Analyst Should Learn in 2026
SQL (Structured Query Language) is one of the most important skills for Data Analysts. Almost every organization stores data in databases… Continue reading on M
SQL Queries Every SaaS Founder Should Know
Dev.to · Vivek Kumar 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
SQL Queries Every SaaS Founder Should Know
Six essential SQL queries that give SaaS founders direct visibility into signups, active users, conversion, churn, MRR, and retention — no BI tool required.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Engineering in 2026: Building the Foundation for Smarter Decisions
Every digital interaction generates data. From website clicks and mobile app usage to online purchases and customer feedback… Continue reading on Medium »
Learn Data Science, AI & Machine Learning in Delhi
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Learn Data Science, AI & Machine Learning in Delhi
Wondering whether a Data Science Course in Delhi is worth it in 2026? This comprehensive guide explores the growing demand for Data… Continue reading on Medium
Day 20 of 100 Days of ClickHouse® - Introduction to Materialized Views
Dev.to · Kanishga Subramani 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Day 20 of 100 Days of ClickHouse® - Introduction to Materialized Views
One of the most common performance bottlenecks in analytics is running the same expensive...
Data Analytics Lifecycle Explained with Real Examples
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Analytics Lifecycle Explained with Real Examples
Data Analytics Lifecycle Explained: How Organizations Turn Raw Data Into Business Decisions Continue reading on Medium »
Users Don't Churn Overnight—Behavior Changes First
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Users Don't Churn Overnight—Behavior Changes First
For years, product teams have treated churn as an event. Continue reading on Medium »
Einblicke in den MxMH-Datensatz
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Einblicke in den MxMH-Datensatz
I hope this can help us beginners to have one more outlook on how to analyst a dataset Continue reading on Medium »
Turn Data Into Opportunity: Why Choosing a Data Science Course in Trivandrum Can Shape Your Future
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Turn Data Into Opportunity: Why Choosing a Data Science Course in Trivandrum Can Shape Your Future
The world is changing faster than ever, and one of the biggest forces driving this transformation is data. Every online search, digital… Continue reading on Med
Hire Smarter, Not Harder
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Hire Smarter, Not Harder
How XGBoost helped us predict offer acceptance — and what we learned building a tool HR actually uses Continue reading on Medium »
Model Forcasting Moving Average: Seni Merata-ratakan Masa Lalu untuk Melihat Masa Depan
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Model Forcasting Moving Average: Seni Merata-ratakan Masa Lalu untuk Melihat Masa Depan
Bagaimana kalau, alih-alih bertaruh pada satu titik, kita merata-ratakan beberapa titik terakhir? Itulah ide di balik Moving Average… Continue reading on Medium
Opportunity, Not Genius: What 120 Years of Nobel Prize Data Actually Tells Us
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Opportunity, Not Genius: What 120 Years of Nobel Prize Data Actually Tells Us
Since Alfred Nobel signed his famous will in 1895, the prizes bearing his name have become the most recognized markers of intellectual… Continue reading on Medi
Construction Site Supervisors Spend Too Much Time Rebuilding the Day
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Construction Site Supervisors Spend Too Much Time Rebuilding the Day
Construction projects generate hundreds of small events every day. Continue reading on Medium »
Reddit r/datascience 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
r/Jokes Subreddit Analysis
I was reading a joke on r/jokes that I have seen many times and in the comments you always see “good old #67” or some such. Which got me thinking, we gotta be a
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How to Fix Out-of-Order Data When Subscribing to Multiple Forex Pairs
When building real-time forex quote systems or quantitative trading programs, developers often subscribe to multiple currency pairs via a… Continue reading on M
How I Analyzed a Retail Sales Performance.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How I Analyzed a Retail Sales Performance.
My analysis on a Retail sales performance with SQL and Excel. Continue reading on Medium »
Reddit r/learnprogramming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Physical Note-taking
Does anyone have any advice, recommended resources, or structure for physical note-taking when learning multiple programming languages? For context, I’m MSc Dat
How to Improve Sensitivity in A/B Experiments
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How to Improve Sensitivity in A/B Experiments
Step-wise Guide to Covariate Adjustment Continue reading on Data Science Collective »
Animal Sex-Difference: Granger Causality Sharpens The Questions
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Animal Sex-Difference: Granger Causality Sharpens The Questions
In animal behavior in lab, we often ask a very simple question: Continue reading on Medium »
Why a Skellam Distribution Beats a Score Grid
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why a Skellam Distribution Beats a Score Grid
The statistical backbone of a World Cup forecaster — and the calibration bug that hid inside a 5×5 matrix Continue reading on Medium »
Can NFL Running Backs Get Overworked?
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Can NFL Running Backs Get Overworked?
Christian McCaffery’s 2019 season saw him explode for 1387 yards on 287 carries. Combined with passing game, he was catapulted to the top… Continue reading on M
# Why Breaking Things Apart Eventually Brings Them Together: Modulazition in ETL
Dev.to · Ibrahim0695 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
# Why Breaking Things Apart Eventually Brings Them Together: Modulazition in ETL
What does this big word really mean? The first week of data engineering at luxdev was...
Simon Willison's Blog 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
datasette 1.0a34
Release: datasette 1.0a34 Quoting the release notes: The big feature in this alpha is tools to insert, edit and delete rows within the Datasette interface. Thes
Data Center Problem Might Be Solved?
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Center Problem Might Be Solved?
CPLE Lab Model Finds Roughly $27.2 Million That May Stay in the Company’s Pocket Continue reading on Medium »
Data Center Problem Might Be Solved?
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Center Problem Might Be Solved?
CPLE Lab Model Finds Roughly $27.2 Million That May Stay in the Company’s Pocket Continue reading on Medium »
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Center Problem Might Be Solved?
CPLE Lab Model Finds Roughly $27.2 Million That May Stay in the Company’s Pocket Continue reading on Medium »
Your Sales Rep Made $14,000 Last Quarter. Can You Prove the Math?
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Your Sales Rep Made $14,000 Last Quarter. Can You Prove the Math?
Nine reps disputed their payout. The reconciliation engine traced every single dispute to the same root cause: duplicate deal entries… Continue reading on Mediu
Building Analytics Infrastructure From Zero in a Resource-Constrained Organization
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Building Analytics Infrastructure From Zero in a Resource-Constrained Organization
“The most dangerous four words in analytics are: we track that somewhere.” Continue reading on Medium »
I Analysed 493 Nigerian Tweets About Temu vs Jumia. Here’s What the Data Actually Says.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
I Analysed 493 Nigerian Tweets About Temu vs Jumia. Here’s What the Data Actually Says.
A social listening analysis of how Temu went from a punchline to a genuine debate in Nigeria’s e-commerce conversation. Continue reading on Medium »
Dealer Gamma as a Volatility Dial: A Practical Overlay for Position Sizing
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Dealer Gamma as a Volatility Dial: A Practical Overlay for Position Sizing
How to compute dealer gamma exposure (GEX) yourself and use its one robust property — it predicts the size of the day, not its direction —… Continue reading on
My Journey Learning Excel for Data Analysis
Dev.to · PHILIP KAPLONG 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
My Journey Learning Excel for Data Analysis
When I first opened Excel, I saw rows and columns.......nothing more.Over the past two weeks ,I have...
Glove Store Web Analysis with SQL
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Glove Store Web Analysis with SQL
Background The project is for an e-commerce store. This project will use SQL tools to extract, update, and manipulate data to answer… Continue reading on Medium