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 · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1h 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
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
12h ago
What are the real-world applications of data science?
Businesses across every industry generate huge amounts of data every day. From online shopping and digital payments to healthcare records and social media activ

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
14h ago
Foundation First : Why Poor Data Quality Silently Destroys Enterprise AI, Analytics, and System…
The Hidden Risk Behind Every AI Investment Continue reading on Medium »
Towards Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Surviving the Data Science Behavioral Interview
In the age of AI, standing out here means a lot more than ever. Here are three tips to walk into your next interview with confidence. The post Surviving the Dat

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Only 14% of tech job postings actually tell you the salary. I measured it.
I run a thing that snapshots every open role on a few thousand companies’ own Greenhouse, Lever, and Ashby boards once a day — about… Continue reading on Medium
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d ago
Data Migration Checklist for Insurance IT Leaders
From decades-old policy administration systems and fragmented claims databases to disconnected underwriting platforms, insurers today are dealing with massive v

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d ago
10 Data Ingestion Optimization Techniques for Faster and Scalable Processing
High-performance ingestion strategies that reduce latency and scale data processing efficiently Continue reading on Medium »

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d ago
How Bloom Filters Protect Databases from Millions of Invalid Requests
One Data Structure That Can Cut Database Traffic by 90% Continue reading on Medium »

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d ago
How to build custom functions on Google Sheets
In this article, we are going to explore how to build your custom functions on Google Sheets, much like Excel VBA, but easier. Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d ago
Retail losses in India’s derivatives market: A re-examination of the evidence –
Originally published on Progressino By the Strategy Desk at Progressino Editor's note: This article explores Retail losses in India’s derivatives market: A re-e

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5d ago
The Best Enterprise Data Recovery Companies in 2026: A Guide for Businesses
Enterprise data loss is very different from losing files on a personal computer. A failed laptop SSD is one thing, but a failed RAID array… Continue reading on

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5d ago
FIRST_VALUE and LAST_VALUE in SQL — One Works Like Magic, the Other Lies to Your Face
Let me tell you something that took me an embarrassingly long time to figure out. Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5d ago
Titanium Dioxide Prices Index Analysis with Quarterly Trend and Forecast Prices Chart
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5d ago
I’m a Data Analyst. Here’s the Plan I Made When I Realized My Job Was Changing.
The 5 things worth building that automation can’t replace — and how you can start this week. Continue reading on Data Science Collective »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5d ago
️♂️Data Gathering by Any Means
“Data is the new oil,” the quote says. But in reality, it may be far more valuable than oil, because oil is still measured in fiat… Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6d ago
Julius AI vs ChatGPT for Data Analysis: I Tested Both for a Month (2026)
Julius AI vs ChatGPT for Data Analysis: I Tested Both for a Month (2026) I've been burnt by "revolutionary" data tools before. So when I decided to pit Julius A
Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6d ago
The Complete Data Science Roadmap for 2026 (From Zero to Job-Ready)
Everything you need to learn, in the right order, with no fluff — your step-by-step guide to becoming a data scientist this year. Continue reading on Medium »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6d ago
The Allocation Problem No Spreadsheet Solves on Its Own
How data science turns resource allocation from an argument about opinions into a decision you can actually defend. Continue reading on Medium »
Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
The Privacy Bill Always Comes Due — Joseph Sides
Many companies still treat privacy and data protection like optional overhead. They will spend aggressively on marketing, customer… Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Modelling, Joins, Relationships and Schemas in Power Bi.
Often not, most beginners assume that having clean data, visually appealing charts, and well-thought-out dashboards is the most important part of data analysis,

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

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 »
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

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

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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 »
Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Why Your Data Pipeline Works Perfectly… Until Real Users Arrive
The day your clean architecture met reality Continue reading on Medium »
Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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
1w 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
1w 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

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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 »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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 »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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
1w 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

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Data Governance: Focus on What Is Essential
Data Governance, Unfiltered. | Part 2 of 7 Continue reading on Data Governance, Unfiltered »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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
1w 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

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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

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

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

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