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

Dev.to · Alex Spinov
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Your Scraper Collected 50 Rows. There Were 4,000.
A scraper can pass every check you wrote and still be wrong about the one thing you actually care...

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
My Interview Experience at World Wide Technology for Data Science Intern Role
“Once men turned their thinking over to machines in the hopes that this would set them free. But they only permitted other men with… Continue reading on Medium

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
What a Customer Churn Project Taught Me About Thinking Like a Data Scientist
Customer churn sounds like a machine learning problem. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
The Secret ‘Springs’ in Your Legs: Why Human Movement is a Masterpiece of Engineering
Have you ever wondered why human walking feels so smooth while robots often look clunky and stiff? The answer isn’t just in our brain —… Continue reading on Med

Dev.to · Abdisalan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
how Excel is used in the real world
*Introduction * Excel is one of the widely used tools in the corporate world mainly for...
Towards Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Picking an Experimentation Platform: A Retrospective
My approach to guiding the choice between Eppo and Statsig, and the lessons learned The post Picking an Experimentation Platform: A Retrospective appeared first

Dev.to · Sylvia Ndili
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Excel and Real-World Data Analysis - What I Learned in Week 1
To be honest, when I signed up for a Data Science and Analytics course, it hadn't crossed my mind...

Dev.to · Melvin
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Excel is Used in Real-World Data Analysis
Microsoft excel is a spreadsheet program used to collect, analyze, store, calculate and visualize...

Dev.to · Ngugi Eliza
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
HOW EXCEL IS USED IN REAL WORLD DATA ANALYSIS
Introduction Excel is a spreadsheet application developed by Microsoft that helps users...

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
The Three Forces Threatening the Junior Data Scientist
A data scientist builds statistical and machine learning models to help a business find the value hidden in its data. That might mean a… Continue reading on Med

Dev.to · Ruto Kipkirui Robert
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Excel is Used in Real-World Data Analysis
Introduction In today's fast-paced business environments, data is considered the...

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
DATA SCIENCE SERIES · PART 5
A Day in the Life of a Data Scientist Continue reading on Medium »

Dev.to · Steve Mwangi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Excel is Used in Real-World Data Analysis
I have began my journey as a beginner in the data analysis field by learning excel. I have previously...

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
I Built a Threat Intel Dashboard for $0
Most intel tooling costs money, subscriptions, API’s tiers, and it can scale up to thousands of dollars very fast. Continue reading on Medium »
Reddit r/webdev
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
overwatch.earth - My newly released project
I wanted to do something entirely different than my normal, meet overwatch.earth Explore the world through a fully interactive 3D globe with real-time feeds fro

Dev.to · Rodney Nyamu
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Excel For Data Analytics
Introduction Excel is a spreadsheet software that allows you to collect, organize,...

Dev.to · Zeba Mushtaq
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
I'm a Data Analyst building in public — here's what I'm working on 🚀
Hey DEV! 👋 I'm Zeba — a Data Analyst and AI enthusiast from Lahore, Pakistan. I just joined this...

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Is Data Science still Relevant?
The impact of AI on data science Continue reading on The Startup »
Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Data Engineer vs Data Analyst vs Data Scientist vs ML Engineer
These four roles are often confused because they all work with data, but their responsibilities are very different. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
These 15 Python Problems Show Up In Almost Every Data Engineering Interview
These are the Python questions that refuse to die. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Garbage In, Millions Out — in Losses. The Real Cost of Skipping Data Quality Assessment.
Most AI models are only as good as their training data. Most organisations find that out too late. Continue reading on Medium »

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
The 4 Vs of Big Data Are Not a Framework. They’re a Warning System.
Volume, velocity, variety, veracity — four dimensions that reveal whether your data infrastructure can actually support your AI ambitions. Continue reading on M

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Rising Data Science Career Opportunities Across Bhubaneswar
The demand for data science professionals has expanded rapidly across India, and Bhubaneswar is becoming an increasingly important… Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Steps to Transition Into a Data Analytics Career Successfully
The growing importance of data-driven decision-making has created exciting career opportunities in data analytics. Organizations across… Continue reading on Med

Dev.to · Kanishga Subramani
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Day 4/100: Understanding the Architecture That Makes ClickHouse® So Fast
When people first hear about ClickHouse®, the conversation usually starts with performance. "How can...

Dev.to · Avinash Verma
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How to Escape and Unescape JSON Strings (Quotes, Backslashes, Newlines & Unicode)
What JSON string escaping is, the characters you must escape, and how to escape/unescape JSON with examples in JavaScript, Python, Java and C#.

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
The art of simulating the future
“In very simple terms, the Monte Carlo method consists of creating an artificial history.” N. Taleb. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Data Analytics with AI Course in Hyderabad | Best Data Analytics Training Institute by Quality…
In today’s digital economy, data has become one of the most valuable assets for businesses. Organizations across industries are collecting… Continue reading on

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Correlation vs Causation. The mistake every beginner makes reading data.
Correlation means two things move together. Causation means one is making the other happen. One line of Python finds correlation in… Continue reading on Medium
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Sayora Tools: Your Free Solution for Loan, BMI, and Percentage Calculations
In everyday life, we constantly need quick and accurate calculations. Whether you're planning a loan, tracking your health, or calculating percentages for studi

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Best Career Options After Completing a Data Analyst Course with Generative AI
Build a Future-Proof Career with GVT Academy Continue reading on Medium »
Reddit r/MachineLearning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Using FC26 to simulate the world cup ? [D]
maybe this should be asked in the Fc26 game subreddit but not sure. Anyway I just saw a video of someone predicting the winner of the world cup using the simula
Medium · Startup
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
I couldn’t disprove astrology. So I built a parenting tool with it.
I wrote recently about how I went from astrology skeptic to someone who couldn’t dismiss it anymore. The short version: I’m a data… Continue reading on Medium »
Dev.to AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Excel is Used in Real-World Data Analysis
Introduction In today’s digital world, data is everywhere. Businesses, schools, hospitals and organizations collect large amounts of information every day. One

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Data Science Is Supporting Chennai’s Growth as a Manufacturing and Technology Hub
Chennai has established itself as one of India’s most significant industrial and technology centers. The city’s economic landscape is… Continue reading on Mediu

Dev.to · Okall Omondi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How Excel is Used in Real-World Data Analysis
What is Excel? Well, the simplest answer? Excel is a tool. You might ask, which tool?...

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
What is data visualization in Python?
Data visualization in Python is the process of creating charts, graphs, and plots to represent data visually. It helps analysts and… Continue reading on Medium

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How do you handle missing values?
Handling missing values depends on the context (data analysis, machine learning, databases, surveys, etc.), but common approaches include: Continue reading on M

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
The hardest part of Data Analysis happens before the analysis
After working with data for years, I’ve noticed that the most valuable analyses have something in common. Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Julius AI Review 2026: I Tested It on the Spreadsheet Work Most Founders Avoid
The test was boring on purpose: take a messy CSV export, figure out what actually changed, and turn it into a short set of notes a founder… Continue reading on

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Building an Enterprise Data Platform from Scratch: What I Learned Over 9 Months
A honest account of modernising a legacy data stack — the wins, the chaos, and the lessons that stuck Continue reading on Medium »

Medium · Startup
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Building an Enterprise Data Platform from Scratch: What I Learned Over 9 Months
A honest account of modernising a legacy data stack — the wins, the chaos, and the lessons that stuck Continue reading on Medium »
Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
How I Built a Real-Time Data Pipeline to Track Crypto Prices Using Python + Streamlit
Part 3 of the “Stop Doing This” series. Live dashboard, auto-refreshing every few seconds — no Kafka, no Airflow, no cloud bill. Continue reading on Medium »

Dev.to · Haji Rufai
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
I built a data-contract validator in pure Python (no pandas, no PyYAML) and it caught a 30% revenue ghost
Most data bugs don't crash — they drift. DataPact is a zero-dependency framework for declaring what your data should look like, then enforcing it in pipelines a

Medium · AI
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
You Didn’t Form a Hypothesis — You Dressed Up a Result in Disguise
HARKing: The Silent Statistical Sin That’s Quietly Breaking Science Continue reading on Medium »

Medium · Data Science
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
You Didn’t Form a Hypothesis — You Dressed Up a Result in Disguise
HARKing: The Silent Statistical Sin That’s Quietly Breaking Science Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
You Didn’t Form a Hypothesis — You Dressed Up a Result in Disguise
HARKing: The Silent Statistical Sin That’s Quietly Breaking Science Continue reading on Medium »

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
10 SQL Techniques for Managing Index Fragmentation Automatically
Automated maintenance strategies to control fragmentation, sustain query performance, and minimize operational overhead Continue reading on Medium »
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