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Data Analysis
Welcome to Learnable 24
Getting Started! (1:16)
Introduction to Data
Introduction to Data (11:06)
Introduction to Data Analysis
Introduction to Data Analysis (7:49)
Introduction to Spreadsheets
Introduction to Spreadsheets (17:58)
Advanced Spreadsheets (39:14)
Data Collection and Cleaning
Introduction to Data Collection (14:03)
Introduction to Data Cleaning (23:49)
SQL Basics
Introduction to SQL (6:20)
Basic Queries and Syntax (13:27)
Advanced SQL
SQL Joins (24:59)
SQL Aggregations (19:11)
SQL Subqueries & CTEs (16:14)
Introduction to Programmming
Basics of Programming (23:38)
Introduction to Python Programming
Python Syntax Overview (27:51)
Data Structures and Libraries
Data structures: The Foundation of Programming (24:14)
Understanding Python Libraries: NumPy, Pandas and Matplotlib (12:24)
Data Manipulation with Pandas
Introduction to Pandas
Basic Data Manipulation Operations
Exploratory Data Analysis (EDA)
Statistics Revision
Python for Data Visualisation
Anomaly Detection
Visualisation with Power BI
Introduction to Data Visualisation (7:33)
Introduction to Power BI (8:34)
Data Modelling with Power BI (6:54)
Introduction to DAX (3:46)
Visualisation with Tableau
Introduction to Tableau (9:49)
Data Modelling with Tableau (31:47)
Statistical Analysis
Introduction to Statistics (11:45)
Descriptive vs Inferential Statistics (14:38)
Understanding Python Libraries: NumPy, Pandas and Matplotlib
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