Tech Skills

Data Analytics & Business Intelligence

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

16,823
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 (7,353) Articles (3024)Blog Posts (3424)Tutorials (370)Research Papers (39)News (496)
Everyone Is Learning AI. The Smartest People Are Learning Something Else
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Everyone Is Learning AI. The Smartest People Are Learning Something Else
The one skill that quietly separates the people who grow from the people who get stuck — and why most people skip it entirely. Continue reading on Data Science
I Built a Web App to See Which Bird Party Controls Your County
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
I Built a Web App to See Which Bird Party Controls Your County
A few weeks ago, I found myself determining whether different regions of the Netherlands were controlled by the Gull Party, the Corvid… Continue reading on Medi
How to Prepare for a Data Analyst Interview
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
How to Prepare for a Data Analyst Interview
The practical roadmap I would follow to walk into interviews with confidence Continue reading on Medium »
Python for Data Science: Everything You Need Before NumPy and Pandas
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Python for Data Science: Everything You Need Before NumPy and Pandas
Python is the language that powers modern Data Science. Continue reading on Medium »
Towards Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
I Spent an Hour on a Data Preprocessing Task Before Asking Gemini
How Gemini solved my Pandas problem in seconds, and why data science fundamentals still matter to spot suboptimal solutions The post I Spent an Hour on a Data P
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
The Role of AI-Powered Analytics in Improving Operational Efficiency
Organizations today generate vast amounts of operational data from business applications, customer interactions, supply chains, and internal processes. While da
Why Data Quality Matters More Than Artificial Intelligence Models
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1w ago
Why Data Quality Matters More Than Artificial Intelligence Models
Artificial Intelligence has transformed the way organizations analyze information, automate processes, and make strategic decisions. While… Continue reading on
Towards Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Encoding Categorical Data for Outlier Detection
Why one-hot encoding isn’t always the best approach, and alternative encodings The post Encoding Categorical Data for Outlier Detection appeared first on Toward
What Nobody Tells Beginners About Learning Web Scraping
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
What Nobody Tells Beginners About Learning Web Scraping
It’s not about the code. It’s about the quiet war with your own frustration. Continue reading on Medium »
Python for Data Science — Scatter Plots and Relationships Between Variables
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Python for Data Science — Scatter Plots and Relationships Between Variables
In the previous article, we learned about three fundamental chart types: Continue reading on Medium »
Why Your Data Pipeline Works Perfectly… Until Real Users Arrive
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Your Data Pipeline Works Perfectly… Until Real Users Arrive
The day your clean architecture met reality Continue reading on Medium »
The Data Engineer’s Job Is Changing Faster Than Anyone Admits — Here’s What’s Actually Coming in…
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
The Data Engineer’s Job Is Changing Faster Than Anyone Admits — Here’s What’s Actually Coming in…
The manual work isn’t just getting easier. It’s getting automated away. Here’s the honest map of what survives — and what doesn’t. Continue reading on Medium »
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Pandas vs Polars vs DuckDB 2026: I Processed 1 Million Rows in FastAPI (Pandas Crashed My RAM…
I killed a production server with a CSV file. Continue reading on Medium »
Towards Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
7 Crucial Barriers Between Data Teams and Self-Healing Data Architecture
What data teams need to build with AI to make self-healing data architecture a practical reality The post 7 Crucial Barriers Between Data Teams and Self-Healing
From SQL Beginner to Intermediate: My SQL Learning Journey (Part 2)
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
From SQL Beginner to Intermediate: My SQL Learning Journey (Part 2)
When I decided to transition towards Data Engineering, I knew SQL would be the foundation of everything. Continue reading on Medium »
AI Is Changing ETL Pipelines. But Not in the Way Most People Think!
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
AI Is Changing ETL Pipelines. But Not in the Way Most People Think!
What every Data Engineer needs to understand before AI becomes a standard part of every Data platform! Continue reading on Medium »
Understanding Data Structures by Building a Contact Book in Python
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Understanding Data Structures by Building a Contact Book in Python
Data structures sound scary. They are not. Let this simple project show you exactly what they are and why they matter. Continue reading on Medium »
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Analytics vs Data Science vs Business Intelligence
Data Analytics vs Data Science vs Business Intelligence: Understanding the Differences and Choosing the Right Career Path Data is everywhere. Every online purch
From 100,000 Orders to Business Intelligence: How I Built an End-to-End Analytics System on…
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
From 100,000 Orders to Business Intelligence: How I Built an End-to-End Analytics System on…
What if you could see every sale, every delivery failure, every unhappy customer, and turn that chaos into a strategy? Continue reading on Medium »
Apache Iceberg Optimization: A Guide
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Apache Iceberg Optimization: A Guide
The core optimization layers of healthy tables: compaction, snapshots, metadata, partitioning, delete files, and intelligent automation… Continue reading on ITN
Why Simplicity Is Harder Than Complexity in Data Work
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Simplicity Is Harder Than Complexity in Data Work
Anyone can make something complicated. Making it simple takes more. Continue reading on Medium »
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Beyond One-Click Approval: Building Multi-Step Data Product Governance on Snowflake
Modern data platforms are getting serious about governed data sharing . Snowflake's Internal Marketplace lets you publish data products once and let teams acros
Data Governance: Focus on What Is Essential
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Data Governance: Focus on What Is Essential
Data Governance, Unfiltered. | Part 2 of 7 Continue reading on Data Governance, Unfiltered »
What Is Health Informatics and Why Should You Care?
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
What Is Health Informatics and Why Should You Care?
Most people have never heard of Health Informatics. But it affects every single time you walk into a hospital. Continue reading on Medium »
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Jitterbit at Gartner Application Innovation Summit
Jitterbit at Gartner Application Innovation Summit Jitterbit - a data integration and automation platform - has been presenting at the Gartner Application Innov
How to Become a Data Engineer in 2026
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How to Become a Data Engineer in 2026
The exact skills, free and paid resources, and books to go from zero to hired. Continue reading on Towards Data Engineering »
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
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
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/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
Veri Bilimi Yolculuğumda Python ile İlk Adımlar
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Veri Bilimi Yolculuğumda Python ile İlk Adımlar
Veri Bilimi İçin Python Programlamaya Başlarken Continue reading on Medium »
Filtering with SQL: WHERE Clause Explained
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Filtering with SQL: WHERE Clause Explained
Filtering is where SQL starts to feel useful. A table can show you everything. A filter lets you ask for only the rows that matter. Continue reading on CodeX »
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Structured Data Extraction from PDFs: Regex vs Template Matching vs AI
Invoice processing is one of those problems that looks simple until you actually try to build it. Reading data from a PDF invoice should be straightforward — bu
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Which Data Analytics Certification Is Best? Complete Comparison
The demand for data analytics professionals has grown significantly over the last few years. Organizations today rely on data to understand customer behavior, i
Day 5 of #100DaysOfDSA : Kadane’s Algorithm
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Day 5 of #100DaysOfDSA : Kadane’s Algorithm
After spending the last few days solving array problems, today’s challenge introduced one of the most famous algorithms in Data Structures… Continue reading on
I Simulated 14,000 Drafts to See If 38–0 Is Possible
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
I Simulated 14,000 Drafts to See If 38–0 Is Possible
If you’ve been on football TikTok or Twitter recently, you’ve probably seen 38–0.app: spin a wheel, draft a player from whatever… Continue reading on Medium »
Reddit r/learnprogramming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
useful computer science skills?
Hi there, it's my first year and still haven't learned anything useful, I was thinking about web development but i kept seeing those fable 5 websites and they m
Derived Tables in SQL
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Derived Tables in SQL
When learning SQL, most people focus on SELECT statements, JOINs, GROUP BY, and Window Functions. However, one concept that frequently… Continue reading on Medi
Dev.to AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Census Bureau Bans Noise Infusion: What It Means for Your Data
Census Bureau Bans Noise Infusion: What It Means for Your Data Meta Description: Discover what noise infusion banned from statistical products published by Cens
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Facebook Knows More Than You Think: The Data Empire Behind Years of Privacy Lawsuits — Joseph Sides
Facebook is not just a social media app. It is one of the largest data-gathering machines ever built. Every profile update, like, comment… Continue reading on M
I Analysed 56,000 Rows of Terrorism Data — Here’s What I Found (and Built)
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
I Analysed 56,000 Rows of Terrorism Data — Here’s What I Found (and Built)
A beginner data scientist’s journey from a messy CSV to a live interactive dashboard Continue reading on Medium »
Apache Spark 101
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Apache Spark 101
Apache Spark (Hereafter referred to as ‘Spark’) is a data processing framework designed to process large-scale data using distributed… Continue reading on Mediu
5 Data Schema Design Mistakes That Quietly Create Future Bottlenecks
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
5 Data Schema Design Mistakes That Quietly Create Future Bottlenecks
And how to fix them before your database becomes the reason everything feels slow Continue reading on Medium »
You Don’t Need a Modern Data Stack You Just Need a Good Server
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
You Don’t Need a Modern Data Stack You Just Need a Good Server
For the last decade, if you asked a startup how to count their daily active users, the answer was a $15,000-a-month Rube Goldberg machine. Continue reading on T
You Don’t Need a Modern Data Stack You Just Need a Good Server
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
You Don’t Need a Modern Data Stack You Just Need a Good Server
For the last decade, if you asked a startup how to count their daily active users, the answer was a $15,000-a-month Rube Goldberg machine. Continue reading on T
Predictive BI Won’t Eliminate the Data Worker. It Will Make Their Context More Valuable.
Medium · AI 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Predictive BI Won’t Eliminate the Data Worker. It Will Make Their Context More Valuable.
Every few years, the data world gets a new promise that sounds like liberation. Continue reading on Medium »
Towards Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Solving the 3Blue1Brown String Probability Problem (Without AI)
Let's practice data science thinking through a probability problem The post Solving the 3Blue1Brown String Probability Problem (Without AI) appeared first on To
The Strangest Data Science News of 2024 (That No One Is Talking About)
Medium · Programming 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
The Strangest Data Science News of 2024 (That No One Is Talking About)
Three counterintuitive discoveries that will change how you think about models, data, and scaling Continue reading on Medium »