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

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 »
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
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 »
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 »

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

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Power BI vs. Tableau in 2026: What Indian Companies Are Actually Hiring For
A junior analyst messaged me last month, genuinely stressed. Continue reading on Medium »
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
What Analyst Consensus Really Looks Like Beyond the Average
Two companies can have the same average estimate but completely different levels of agreement behind it Continue reading on AI Advances »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Ghost in the Warehouse: Why You Keep Buying Things You Already Own
"Close Enough": The True Cost Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How to Evaluate Power BI Governance and Data Quality Consulting Partners in 2026
As organizations accelerate their digital transformation initiatives, Power BI has evolved from a dashboarding tool into a strategic… Continue reading on Medium

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
What Are the Essential Features of a Robust Data Tracking Platform?
In today’s digital landscape, data is one of the most valuable assets a business can have. From understanding customer behavior to… Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Free Scalping Indicator That Actually Works | TradingView!
I Combined HAMA Candles With the Close Counter Histogram — The Trend Signals Were Surprisingly Clean Continue reading on Medium »

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
7 basic things data scientists wish their PMs knew about A/B Testing
In my experience overseeing more than 5,000 experiments at YouTube and Roku, there are 7 things every product manager should know about… Continue reading on Med
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
From Analysis to Influence: Climbing the Data Science ladder
For data scientists, the real career step-change rarely comes from better analysis. Continue reading on Medium »
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Extracting NetSuite Data via REST API: Why Your ETL Strategy Matters More Than Your Code
A practical guide to date range strategies, chunk sizing, and load patterns — with real Python examples built on SuiteQL and OAuth 1.0a Continue reading on Medi
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Best YouTube Channels to Learn Data Engineering
Data Engineering is one of the fastest-growing domains in the tech industry today. With the rapid growth of big data, cloud computing… Continue reading on Mediu

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Unexpected Journey from SQL Parsing to Metadata Management
I Set Out to Build a DAG Visualizer. I Ended Up Building a Metadata Platform. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Cleanup Threshold Kept Moving. Here Is Why That Happens.
This is Week 2 of a 52-week series on environmental forensics, covering everything from raw data to defensible opinion. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Genie Isn’t Getting More Expensive. Your Blind Spot Is And Here’s the Fix…
Databricks’ July 6, 2026 Genie pricing update is being widely misread. The real story isn’t the billing model it’s that most enterprises… Continue reading on Me

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Wrapping up four years of work on gender violence and citizen data science — Our NSF Project…
This Project Outcomes Report describes the findings and publications of “HCC: Small: Human-Centered Computing to Support Citizen Data… Continue reading on Data

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Turning Data into Decisions: How AI Is Reshaping the Future of Business
Data is everywhere. Good decisions aren’t. Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Volatility Risk Premium
How to Harvest the Risk Premium? Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
High-Frequency Trading 101: A Data Scientist’s Guide to Market Microstructure, Latency Arbitrage…
“In macro investing, you hold an asset for years and worry about value. In high-frequency trading, you hold an asset for microseconds and… Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Excel Learning Journey — Day 08
Understanding Lookup Functions (VLOOKUP) Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Your AI Model Isn’t the Problem. Your Data Is.
Why data intelligence, analysis, and engineering, not algorithms, decide whether AI actually creates value. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
5 Python Libraries I Wish I Had Learned Earlier
They would have saved me months Continue reading on Python in Plain English »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
My Journey in the Big Data World — Data Through My Eyes
Ever got confused about data terminologies? So did I. Here’s a decade of clarity, chaos, and convergence. Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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

Forbes Innovation
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How Driscoll's Is Turning Berries Into A Data-Driven Business
Driscoll's CIO Sankar Chinnathambi explains how AI, real-time data and a company-wide digital overhaul are keeping the world's berries fresh from field to store
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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

KDnuggets
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
3 Pandas Tricks for Data Cleaning & Preparation
In this article, we will walk through three essential Pandas tricks to clean and prepare your data efficiently: declarative method chaining, memory and speed op
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Why Enterprise Self-Service Analytics Still Struggles in 2026: Lessons from Data-Driven…
Organizations worldwide continue to invest heavily in analytics platforms such as Power BI, Tableau, Looker, and cloud-native reporting… Continue reading on Med
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Open Arial Map: An opportunity for done pilots and tech enthusiasts to support the open sourced…
OpenAerialMap is a public platform for searching, sharing, and using openly licensed satellite and drone imagery, and it is especially… Continue reading on Medi
InfoQ AI/ML
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Podcast: Increasing Users' Data Agency: From BlueSky's AT Protocol to the Local-First Software Movement
Martin Kleppmann, an associate professor at Cambridge and author of Designing Data-Intensive Applications, discusses the evolution of data systems over the last
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Same Spec, Different Score: Lessons from the DQLab x UjiKompetensi Python Hackathon
What happens when every participant gets the exact same problem — but the results are worlds apart? Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Finally got to try Databricks hands-on (and now I get the hype)
I finally got hands-on training with Databricks a month ago. I’ve been hearing about it a lot, so I was curious what the actual value was… Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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 »

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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 »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
My First Time Using PIVOT in SQL
As an analytics intern, I often find myself wrestling with raw data to get it into a shape suitable for reports and dashboards. In this… Continue reading on Med

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Distribution Bottleneck: How Europe’s Grid Became the Slowest Layer of the Energy Transition
Five observations from European EV charging — and why the same pattern is now appearing in AI data centres, battery storage, and critical… Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
SQL Joins Explained with Real Business Examples: A Complete Guide
Before we begin, if you haven’t read my previous article on MySQL LENGTH() VS CHAR_LENGTH() , I highly recommend checking it out first to… Continue reading on M

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How Predictive Analytics Is Driving Smarter Business Growth
In a world where data is the new currency, businesses that can anticipate future trends have a significant competitive advantage… Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Why Car Ownership Cost Is Misunderstood (And How to Compare Cars Properly)
Most people approach car ownership with a simple mental model: Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How American Eagle Outfitters Defeated Retail's Biggest Margin Killer: Dead Stock
Inside the 2019–2022 supply chain revolution that replaced massive national warehouses with hyper-localized data nodes. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Unfair Wealth Playbook: What Top Investors Actually Do
I analyzed 100+ long-form interviews with people who allocate billions. The rules they repeat, with numbers attached, aren’t the ones on… Continue reading on Da

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
Clustering Mixed Data with Hierarchical Methods: A Comparison with K-Means
From structure to stability: validating mixed-data segments with hierarchical clustering. Continue reading on DataDrivenInvestor »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
The Hidden Cost of Bad Data Architecture
Most data engineering discussions revolve around tools. Continue reading on DataDrivenInvestor »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How Network Metrics Can Hide Opportunities For Improvement
Imagine you are responsible for inventory planning at a consumer packaged goods (CPG) company. Your planning process relies on a set of… Continue reading on Dat

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
EDA Series Part 6: Gropby and Aggregation, Pivot tables, Joins, Randomness
Welcome back to Part 6 of the EDA series! Continue reading on DataDrivenInvestor »
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