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 · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4h ago
Data Engineering Course in Pondicherry
Data Engineering Course in Pondicherry | Training & Career Guide Continue reading on Medium »

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4h ago
Why Function-Based / Expression Indexes More Powerful Than You Think (And How to Master Them)
Master expression indexes to accelerate computed predicates, improve query performance, and optimize complex lookups Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4h ago
Why Function-Based / Expression Indexes More Powerful Than You Think (And How to Master Them)
Master expression indexes to accelerate computed predicates, improve query performance, and optimize complex lookups Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5h ago
dbt Macros : One File Instead of Eleven
SQL that writes itself, before the warehouse ever sees it Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5h ago
How to Build a Free DeFi TVL Dataset (No API Key Required)
Most DeFi analysis dies at the first step. Someone wants a table of every protocol with its TVL, category and chain, discovers that the… Continue reading on Med
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5h ago
How to Build a Free DeFi TVL Dataset (No API Key Required)
Most DeFi analysis dies at the first step. Someone wants a table of every protocol with its TVL, category and chain, discovers that the… Continue reading on Med

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
8h ago
Your Dashboard Is Not the Analysis
I’ve seen this happen quite often. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
10h ago
CSV Files Aren’t Broken: They’re Just Misunderstood
Discover why CSV files appear broken and learn how delimiters, encoding, commas, line breaks, and formatting can cause common CSV errors. Continue reading on Me

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
PwC Data Analyst Interview Experience: SQL, Python and Guesstimate Questions
I recently went through a Data Analyst interview process at PwC for a role . Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
11h ago
Who gets to author your governance?
When trust and transparency is the outcome of the governance ! Continue reading on Medium »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
12h ago
We’re Evaporating Water in the Driest Desert on Earth To Build The Future
Pump it from beneath a salt flat and it becomes lithium. Put it under your car and it becomes progress. Continue reading on Southern Winds »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
12h ago
Stop Watching Python Tutorials. Automate These 7 Boring Analytics Chores Instead.
There’s a dangerous trap lurking in the data world, and it’s called Tutorial Hell. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
A Fairer Champions League Draw — Without Losing the Magic
An offline experiment points to a practical guardrail: keep enough fair schedules alive after every ball. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
17h ago
Data Science Didn't Make Us Smarter—It Made Us Stop Trusting Our Intuition
Why relying on algorithms for basic human decisions has left us more anxious, indecisive, and disconnected from our own judgment Continue reading on Medium »

Forbes Innovation
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
21h ago
AI Is Turning Data Governance Into A Competitive Advantage
For that governance to be effective, it needs to be grounded in a complete understanding of your network infrastructure.

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Data Cleaning with R
dplyr: The Marie Kondo Method for Messy Data Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
The Data Problem at the Center of Biomedical Informatics: Structured, Unstructured, and Everything…
Every one of my three tools stores data cleanly, in well-normalized tables, exactly as a computer science degree teaches you to build a… Continue reading on Med

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

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d 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
2d 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
2d 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 · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d 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
2d 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
2d 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

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

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2d 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
2d 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
2d 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
2d 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
3d 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

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d ago
Data Analyst Training in Pondicherry | Course & Career Guide
Data Analyst Training in Pondicherry: Complete Career Guide for Beginners Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3d 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
3d 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
3d 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 · JavaScript
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d 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

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d 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 · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4d 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
4d 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
4d 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
4d ago
The Data Science Lifecycle
The stages involved in the data science lifecycle Continue reading on Medium »
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