Tech Skills

Data Analytics & Business Intelligence

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

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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 (7,304) Articles (2990)Blog Posts (3416)Tutorials (363)Research Papers (39)News (496)
Best Data Science Institute in Delhi with 100% Placement Assistance
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Best Data Science Institute in Delhi with 100% Placement Assistance
Wondering if a Data Science Course in Delhi is worth it for career growth in 2026? With businesses increasingly adopting Artificial… Continue reading on Medium
Veri Bilimi Yolculuğumda Python: Temel Kavramlar ve Öğrenme Notları
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Veri Bilimi Yolculuğumda Python: Temel Kavramlar ve Öğrenme Notları
Veri bilimine adım attığımda Python’un yalnızca bir programlama dili olmadığını, aynı zamanda veriyi anlamak, düzenlemek ve analiz etmek… Continue reading on Me
ArXiv cs.AI 📊 Data Analytics & Business Intelligence 📄 Paper ⚡ AI Lesson 2w ago
DataMagic: Transforming Tabular Data into Data Insight Video
arXiv:2606.20388v1 Announce Type: cross Abstract: Data videos integrate dynamic charts, voice narration, and synchronized animations to communicate data insight
Stop Writing For-Loops in Pandas: 7 Vectorized Tricks That Are Up to 7,000x Faster
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Stop Writing For-Loops in Pandas: 7 Vectorized Tricks That Are Up to 7,000x Faster
I benchmarked every technique on a 200,000-row DataFrame so you don’t have to guess which one actually matters. Continue reading on Analytics Vidhya »
Your AI Analysis Looks Smart. But Does It Change the Decision?
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Your AI Analysis Looks Smart. But Does It Change the Decision?
The question is not whether your AI analysis looks intelligent. The question is whether anyone would make a better decision after reading… Continue reading on A
60 Cloud Data Engineer Interview Questions You Need to Know in 2026
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
60 Cloud Data Engineer Interview Questions You Need to Know in 2026
The ultimate technical interview guide covering SQL, PySpark, AWS, Python, Data Architecture, DevOps, and Behavioral questions — with… Continue reading on Mediu
Journal Figure Replication | Plotting SHAP Interaction Matrix Heatmaps with Python
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Journal Figure Replication | Plotting SHAP Interaction Matrix Heatmaps with Python
SHAP Interaction Matrix Heatmaps Continue reading on Top Python Libraries »
From 100,000 Orders to Business Intelligence: How I Built an End-to-End Analytics System on…
Medium · Data Science 📊 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 »
The Peeking Problem: Why Checking Your Test Early Destroys Validity
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
The Peeking Problem: Why Checking Your Test Early Destroys Validity
Early peeking at A/B test results inflates false positive rates and leads to costly decisions based on noise. Learn why premature analysis… Continue reading on
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 »
Simon Willison's Blog 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Datasette Apps: Host custom HTML applications inside Datasette
Today we launched a new plugin for Datasette, datasette-apps , with this launch announcement post on the Datasette project blog. That post has the what , but I'
Construindo uma base de conhecimento para explorar dados do Oracle Fusion Cloud Applications com…
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Construindo uma base de conhecimento para explorar dados do Oracle Fusion Cloud Applications com…
Como transformar documentação espalhada do Oracle Fusion em contexto útil para ETL, data marts e consultas mais assertivas. Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why are we ignoring the boring stuff
Whenever I get online to read or watch videos about working in data there is one thing that is very apparent, and that is: no one cares… Continue reading on Med
How much edge is left in the final 48h of a Polymarket? I measured price convergence on 18.6M snapshots
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How much edge is left in the final 48h of a Polymarket? I measured price convergence on 18.6M snapshots
A question I kept circling when I started treating prediction markets as a trading venue: by the time...
Small Changes, Big Impact: Lessons from Optimizing a Data Platform
Dev.to · Lautaro Celli 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Small Changes, Big Impact: Lessons from Optimizing a Data Platform
Intro Last year, I joined a team responsible for a mature data platform with several tools...
The Numbers Know Before Draft Night
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
The Numbers Know Before Draft Night
Every draft season, front offices argue over the same sliver of prospects at the top. Scouts debate measurables. Agents spin narratives… Continue reading on Med
Apache Spark WTF???  The Spark 4 Freak Show
Medium · DevOps 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Apache Spark WTF??? The Spark 4 Freak Show
Welcome to the Spark 4 Freak Show — the only carnival where defaults bite, configs whisper from the walls, and the architecture finally… Continue reading on Tow
Free Microsoft Certifications for Data Professionals (Limited-Time Opportunity via Fabric Data Days 2026)
Dev.to · Datta Sable 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Free Microsoft Certifications for Data Professionals (Limited-Time Opportunity via Fabric Data Days 2026)
Microsoft has introduced a limited-time opportunity for Data Professionals, Analysts, BI Developers,...
Why Data People Are Moving Beyond Excel
Dev.to · EricMWaimiri 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Data People Are Moving Beyond Excel
You've probably used Microsoft Excel at some point — maybe to track a budget, keep a list, or add up...
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Zero Code REST Integration for Modern HealthCare Vitals via Databricks Lakebase Data API
The friction between modern operational edge applications and core analytical data systems is a massive architectural bottleneck in… Continue reading on Medium
From DNA to Data: Where Biology meets Computation
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
From DNA to Data: Where Biology meets Computation
I thought the Human Genome Project was all about Biology. DNA, Genes, Chromosomes — the usual suspects. Continue reading on Medium »
Why Understanding the Problem Still Matters More Than Choosing the Model
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Understanding the Problem Still Matters More Than Choosing the Model
How a simple forecasting pipeline reduced electricity demand prediction errors by more than 50% using public data, interpretable models… Continue reading on Med
Why Understanding the Problem Still Matters More Than Choosing the Model
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Understanding the Problem Still Matters More Than Choosing the Model
How a simple forecasting pipeline reduced electricity demand prediction errors by more than 50% using public data, interpretable models… Continue reading on Med
Why Data Mining Matters (And How It Actually Works)
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Data Mining Matters (And How It Actually Works)
Recently, while diving into the Data Mining module for my IT degree, my perspective completely shifted on the massive amounts of data we… Continue reading on Me
GridDB TimeSeries and Java Timestamps: The UTC/DST Traps That Return Empty Results
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
GridDB TimeSeries and Java Timestamps: The UTC/DST Traps That Return Empty Results
How a single timezone assumption can make your entire time-range query silently fail — and how to fix it for good. Continue reading on Medium »
Stop Saying Half of 2026 US Datacenter Capacity Is Canceled
Semi Analysis 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Stop Saying Half of 2026 US Datacenter Capacity Is Canceled
Don't Believe The Vibecoded Estimates, Go Through Every Individual Filing Instead
Tips/Tricks for sports data infrastructure
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Tips/Tricks for sports data infrastructure
Sports data is one of the most deceptively complex domains in analytics. On the surface, it looks simple — games, players, teams… Continue reading on Medium »
Redfin vs Zillow Data: Which is Better for Real Estate Market Research?
Dev.to · NexGenData 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Redfin vs Zillow Data: Which is Better for Real Estate Market Research?
Compare Redfin and Zillow data sources for real estate analysis. Learn field differences, accuracy, and best use cases for each platform.
I Stopped Looping Through Pandas DataFrames. Everything Got Faster
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
I Stopped Looping Through Pandas DataFrames. Everything Got Faster
Most pandas performance problems aren’t caused by Python — they’re caused by writing pandas like regular Python. Continue reading on Medium »
I Stopped Looping Through Pandas DataFrames. Everything Got Faster
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
I Stopped Looping Through Pandas DataFrames. Everything Got Faster
Most pandas performance problems aren’t caused by Python — they’re caused by writing pandas like regular Python. Continue reading on Medium »
Power BI Copilot Now Accepts 10,000-Character Prompts. That’s Not the Upgrade That Matters.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Power BI Copilot Now Accepts 10,000-Character Prompts. That’s Not the Upgrade That Matters.
In February 2026, Microsoft raised Copilot’s input limit from 500 characters to 10K across every surface. Twenty times more room to type… Continue reading on To
How We Automated SQL Alert Creation for 1000+ Databricks Tables
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How We Automated SQL Alert Creation for 1000+ Databricks Tables
3–5 sets (or more) of SQL alert queries are needed to write for each Databricks table we are managing, and we have 1000+ tables in our… Continue reading on Medi
How We Automated SQL Alert Creation for 1000+ Databricks Tables
Medium · DevOps 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How We Automated SQL Alert Creation for 1000+ Databricks Tables
3–5 sets (or more) of SQL alert queries are needed to write for each Databricks table we are managing, and we have 1000+ tables in our… Continue reading on Medi
Advanced Join Techniques: LATERAL Joins, Semi Joins, Anti Joins
KDnuggets 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Advanced Join Techniques: LATERAL Joins, Semi Joins, Anti Joins
LATERAL joins let a subquery in the FROM clause reference columns from earlier in the same FROM clause. Semi joins return rows where a match exists in another t
I analyzed 1,085 soccer matches to understand late-game scoring patterns
Dev.to · Edge Lab 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
I analyzed 1,085 soccer matches to understand late-game scoring patterns
The Question What happens to soccer scorelines after the 87th minute? I wanted real data,...
The Lemonade Stand That Explains Data Analytics, Data Science, ML Engineering, AI Engineering, and…
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
The Lemonade Stand That Explains Data Analytics, Data Science, ML Engineering, AI Engineering, and…
A simple story about a kid, a lemonade stand, and the five “helpers” who turned it into a tiny empire explained so clearly even a kid… Continue reading on Stack
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
When A/B Testing Fails: Choosing the Right Causal Inference Method
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
When A/B Testing Fails: Choosing the Right Causal Inference Method
A/B testing is often called the gold standard of causal inference. Continue reading on Medium »
Understanding Statistical Distributions Through One Simple Story
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Understanding Statistical Distributions Through One Simple Story
Disclaimer: This poster and article were created with the assistance of AI to explore a more visual and intuitive way of learning… Continue reading on Medium »
Mindful Learning: Balancing Focus and Mental Health
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Mindful Learning: Balancing Focus and Mental Health
In the digital age, students are constantly juggling assignments, online classes, and endless notifications. While technology has made… Continue reading on Medi
A Modernized Power Grid: Why A New Approach To Utilities Planning Is Key
Forbes Innovation 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
A Modernized Power Grid: Why A New Approach To Utilities Planning Is Key
This shift from deterministic to probabilistic planning is a shift in mindset first and foremost.
How to Open and Run Jupyter Notebooks on Android: The 4 Best Methods (2026)
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How to Open and Run Jupyter Notebooks on Android: The 4 Best Methods (2026)
A practical guide to editing and running .ipynb notebooks on your Android phone or tablet — from zero-setup apps to a full Termux server. Continue reading on Me
Complete Guide to Data Preprocessing for Data Science & Machine Learning
Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Complete Guide to Data Preprocessing for Data Science & Machine Learning
Data preprocessing is one of the most critical stages in the data science and machine learning pipeline. Continue reading on Medium »
How We Modeled Conflicting Historical Knowledge Without Breaking Our Database
Dev.to · Arvind Jolly 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
How We Modeled Conflicting Historical Knowledge Without Breaking Our Database
How building an AI-powered geomancy platform forced us to rethink data modeling Most...
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 »
Case Study: AI‑Powered Patient Journey & Claims Analytics for Australian Hospitals
Medium · Machine Learning 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Case Study: AI‑Powered Patient Journey & Claims Analytics for Australian Hospitals
Why Patient Journey Analytics Matters in Australian Hospitals Continue reading on Medium »
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why Modern Looker Deployments Still Face Data Fragmentation Challenges in 2026
Organizations continue to invest heavily in modern Business Intelligence (BI) platforms to create a single source of truth and enable… Continue reading on Mediu
From Intuition to Algorithm: How We “Tamed” Production Time Estimates at Mecasys s.r.o.
Medium · Data Science 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
From Intuition to Algorithm: How We “Tamed” Production Time Estimates at Mecasys s.r.o.
Most manufacturing companies today face the same challenge as we do: how to accurately estimate the production time of a component when we… Continue reading on