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
ArXiv cs.AI
📊 Data Analytics & Business Intelligence
📄 Paper
⚡ AI Lesson
6h ago
Selection Bias Correction in Retail Intelligence
arXiv:2608.26156v1 Announce Type: new Abstract: Retail intelligence often relies on monitoring popular, high-velocity products, potentially biasing economic ind

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
10h ago
Decoding Workforce Dynamics: An In-Depth HR Analytics & EDA Case Study
By Olaomo Favour Fiyinfoluwa Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
Kestra vs dbt: Which Data Tool Should You Choose
Explore Kestra vs dbt, including their key differences, use cases, pricing and how they compare with Airflow, Prefect, Dagster and… Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
How to Build a Clean Earthquake Dataset from the USGS Catalog (No API Key Required)
Most public datasets that people actually want are either paywalled, stale, or wrapped in a signup flow. Seismic data is a happy exception… Continue reading on
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
How to Build an Hourly Air-Quality Time Series (Without an API Key)
Almost every air-quality project starts the same way: someone wants a chart of PM2.5 over the last few months for a handful of cities… Continue reading on Mediu

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
13h ago
SELECT * FROM tbl LIMIT 1; — The Query We All Use
I am sure most of us have written this query many times: Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
The Day I Stopped Ignoring Null Values in Databricks
When I first started learning PySpark, I paid most of my attention to the rows that contained data. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
From Informatica to Apache SeaTunnel: A Financial-Grade ETL Migration in Practice
1. Project Background and Challenges Continue reading on Medium »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
19h ago
Power BI Copilot Costs More Than the $262.80 Entry Price
The capacity floor dropped to F2 in April 2025. The seats, the token meter, and the preparation labour did not. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
19h ago
A Business Case Is Fiction With a Spreadsheet Attached
The numbers are invented. The process is designed around that fact, not around getting them right. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
How Data Science Courses Encourage a Habit of Continuous Learning
Learning does not end when students complete a degree or begin their first job. In a technology-driven world, professionals need to keep… Continue reading on Me
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Modelling, Data Generator, and Analysis Class Motivation and Expectation
I have an immense interest in solving problems, especially solving something analytically. I feel satisfied and rewarded everytime i… Continue reading on Medium

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Should We Put Data Centers in Antarctica or Space?
AI is growing incredibly fast — and so is the demand for computing power. Continue reading on Medium »

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Best Data Science Course in Hyderabad
Data Science, Artificial Intelligence and Machine Learning Training in Hyderabad Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Best Data Science Course in Hyderabad
Data Science, Artificial Intelligence and Machine Learning Training in Hyderabad Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
In the last stage of my breast Cancer ANALYSIS , I also experimented with different evaluation…
Accuracy tells us how many predictions the model got correct overall In my experiment, the model got around 92 % of the classifications… Continue reading on Med
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Tableau to Power BI Migration: A Practical Guide to Automating Dashboard Conversion
Tableau to Power BI Migration: A Practical Guide to Automating Dashboard Conversion Organizations often reach a point where they need to modernize their Busines

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The CDC Playbook for Data Engineers (Part 1)
CDC is an important concept for Data Engineers because modern data platforms rarely want to repeatedly move and process an entire dataset… Continue reading on M

Medium · Programming
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
My Friend Lost a 60 LPA Amazon Data Engineer Offer — Here’s What the Interview Covered
A friend recently interviewed for a Data Engineer position at Amazon with a compensation package of around 60 LPA. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The Secret Number Written on the Wall
A detective finds a strange sequence in an abandoned room. The numbers look random — until he realizes they are describing themselves. Continue reading on Mediu

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The Village Where Everyone Seemed to Have the Same Birthday
The detective thought the village was cursed. Then he discovered something far stranger: probability. Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The recent release of digital insights by Paul Frost Smith marks a pivotal moment in the evolution of the digital ass...
The core of this shift lies in the reduction of information asymmetry. In a fragmented multi-chain landscape—comprising Ethereum, Solana, and various Layer-2 sc

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
10 Pandas Challenges That Took Me From Beginner to Confident
When I started learning Pandas, I understood individual functions like: Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
10 Pandas Challenges That Took Me From Beginner to Confident
When I started learning Pandas, I understood individual functions like: Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
10 Pandas Challenges That Took Me From Beginner to Confident
When I started learning Pandas, I understood individual functions like: Continue reading on Medium »

Medium · DevOps
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Work Smarter not Harder with Snowflake CREATE OR ALTER
Escape Deployment Fatigue from Frequent Schema Change Continue reading on Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science »
InfoQ AI/ML
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
AWS Introduces Specification Driven Composition for Flexible Data Workflows
AWS describes a specification-driven approach for composing flexible data workflows by separating intent from processing logic. Architecture uses declarative sp
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
When Should a Data Agent Ask a Clarifying Question?
<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
The Register
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
AWS buys DuckLabs, the people behind the popular in-process OLAP database
Cloud giant expresses love for DuckDB by buying its main support and development company

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Data Analyst Training in Pondicherry | Course & Career Guide
Data Analyst Training in Pondicherry: Complete Career Guide for Beginners Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Claude Code for Data Science: Cross-File Analytics Workflows
When a data science team's workflow spans 40 Jupyter cells, three data sources, and a SQL transformation layer, generic AI assistants fail. Claude Code is built
Towards Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
How to Format Your TDS Draft: A New and Improved Guide
Everything you need to know about creating a draft on our Contributor Portal The post How to Format Your TDS Draft: A New and Improved Guide appeared first on T

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Retrieving Data from a Database Using SQLAlchemy ORM
Why Efficient Data Retrieval Matters Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Why Consumer EEG Devices Struggle With Signal Quality (And What the Data Actually Shows)
A closer look at the gap between marketing claims and the physics of reading your brain through a $200 headset Continue reading on Towards AI »
AWS Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Governed reports with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP
Build a governed weekly reporting workflow with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP. An Amazon S3 access point exposes an approved folder to a

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d ago
Shelby: When Storing Data Becomes the Rational Choice
Shelby: When Storing Data Becomes the Rational Choice Continue reading on Medium »

Dev.to · E. Mitev
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Expected Value Is a Function, Not a Prediction
Expected value is often presented as a betting concept, but the underlying idea should feel familiar...

Dev.to · Anakin
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Building a food delivery pricing monitor that does not lie to you
Build a practical competitor pricing and promotion data pipeline for food delivery, including scraping, normalization, alerts, and failure checks.

Dev.to · Shuvojit Kar
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Building a Data Trust Score Engine on Google Cloud with BigQuery, Data Catalog & Vertex AI
Data has become one of the most valuable assets for modern enterprises, powering everything from...

Medium · JavaScript
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Aggregation Pipeline MongoDB: A Practical Guide for Developers
“Aggregation pipeline” may seem to be an intimidating term, but actually, it is just an approach to processing documents from MongoDB one… Continue reading on M
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
From Unstructured Logs to Clean JSON: A Free-Model ETL Case Study
Three months ago I inherited a log file from an old Node.js application. It was 500 lines of mixed formats: some lines had bracketed timestamps, some had ISO 86
ArXiv cs.AI
📊 Data Analytics & Business Intelligence
📄 Paper
⚡ AI Lesson
3d ago
MEMONDEMAND: A Memory Management System for Large-Scale Enterprise Data
arXiv:2608.22141v1 Announce Type: new Abstract: Enterprise repositories are large, heteroge- neous, and continuously updated, making re- trieval difficult when

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Pandas in Python: 10 Powerful Techniques Every Data Engineer Should Know
If you work with data in Python, Pandas is one of the most important libraries you should master. Continue reading on Medium »

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Before Body Cameras Arrive, Police Needs to Decide What It Will Keep
NZ Police is looking for a national system to manage the digital evidence it already collects and the body-camera footage it may collect… Continue reading on Me

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
What is Unity Catalog? Complete Guide to Data Governance in Databricks Lakehouse
Unity Catalog is a centralized data governance layer for Databricks that helps you manage, secure, and control all your data assets in one… Continue reading on

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
AltData.wiki: A Go-To Resource for Exploring Alternative Investment Data
An open encyclopedia where investors, quantitative analysts, and funds can discover datasets, compare providers, and evaluate new signals… Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
The Snitch in Your Pocket
You didn’t sell your location to the government. Your flashlight app did. Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
The Data Science Lifecycle
The stages involved in the data science lifecycle Continue reading on Medium »
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