Data Analytics with Python

Service Description

Did your Excel just crash again? Spreadsheets are fantastic, but they have a breaking point. When you are dealing with millions of rows, complex automation, or live databases, you need a stronger engine. That engine is Python, the global language of data science. Welcome to the Data Analytics with Python live module at Hands-on Mentor Academy. We don't waste time on abstract theory. We dive straight into the modern tech stack used by top companies, completely Cloud-Based. No complex installations, no "it doesn't work on my machine" errors—just pure coding power via Google Colab. 🚀 The Hands-on Difference We believe a true analyst must be a "Hunter," not a "Gatherer." You won't just analyze static files; you will learn to extract data directly from the source using SQL and process it with Pandas. 📅 The 4-Week Sprint: Week 1: Data Mining (SQL & Pandas) Stop relying on CSVs others send you. You will learn to connect directly to an SQLite database inside the cloud. Master SELECT, WHERE, and JOIN queries to extract exactly what you need and load it into Python for analysis. Week 2: Data Wrangling Raw data is never clean. Master the Pandas library to filter, sort, and group millions of data points in milliseconds. Learn to handle missing values and reshape datasets faster than any spreadsheet ever could. Week 3: Visual Storytelling (EDA) Numbers alone don't convince stakeholders; stories do. We use Seaborn and Matplotlib to create stunning statistical visualizations—heatmaps, distribution plots, and scatter plots—that reveal hidden patterns and trends. Week 4: Statistical Insights & Prediction Move from "What happened?" to "What might happen?". We cover correlation analysis to find relationships between variables and run a live demo of a predictive regression model. 🎓 Your Portfolio Outcome You will graduate this module with a professional Jupyter Notebook hosted on GitHub. This isn't just homework; it is a verifiable code portfolio proving you can handle an end-to-end data analysis project using Python and SQL. ⚠️ Prerequisite (The Warm-Up) We hit the ground running. Before the first live session, you must complete the "Python Cloud Starter" and "SQL Essentials" video packs (included with your subscription). We assume you know the syntax so we can focus on the analysis. Ready to scale your skills? Join the session every Thursday at 20:00.