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⚡ AI Lessons

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Subqueries and CTEs: SQL Gets Readable
You learned joins. You can connect tables. Now you have a problem that requires multiple steps....

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Aggregations: Counting, Summing, and Averaging Your Data
You know the basics. SELECT, WHERE, ORDER BY, LIMIT. Now let's talk about the queries that actually...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Exploratory Data Analysis: How to Read a Dataset
Loading data is not the start of understanding it. You have done the loading. You have done the...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Stop Making Dead Charts: Plotly and the World of Interactive Visualization
Every chart you have made so far is dead. You save it as a PNG. You look at it. You wonder what that...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Statistical Visualizations With Seaborn
You spent the last post fighting with Matplotlib. Setting figure sizes. Adjusting label positions....

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Your First Plot: Matplotlib Without the Pain
Numbers in a table tell you something. A chart tells you the same thing in a second. You can stare...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Combining Datasets: Merge, Join, Concat
Your orders table has 50,000 rows. Your customers table has 8,000 rows. Your products table has 300...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Grouping Data to Find Patterns
You have 10,000 rows of sales data. You do not care about 10,000 rows. You care about one question....

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Filtering Rows and Selecting Columns (The Right Way)
You know df["column"] selects a column. You know df.head() shows the top rows. But in real...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Dirty Data: How to Find It and What to Do
You loaded your data. You ran head(). Everything looks fine. It is not fine. The data that looks...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Pandas DataFrames: Your Data Spreadsheet
NumPy is for numbers. Pure numbers, same type, organized in grids. Fast, powerful, no labels. Real...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
The Bell Curve and Why It Shows Up Everywhere
Measure the height of every adult in your city. Plot how many people are at each height. Short on...

Dev.to · Akhilesh
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Statistics Basics: Mean, Median, Variance
Before you train a single model, you need to understand your data. Not a vague understanding. A...
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