Data Analytics Essentials

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1. 01
   Data Analytics Foundations0/7 topics · 0%

   • 1Analytics Intro
   • 2Analytics Getting Started
   • 3Analytics Types of Analysis
   • 4Analytics Project Lifecycle
   • 5Analytics Asking Business Questions
   • 6Analytics KPIs and Metrics
   • 7Analytics Data Types
2. 02
   Python and Pandas for Analysts0/8 topics · 0%

   • 8Analytics Python Essentials
   • 9Analytics Lists and Dictionaries
   • 10Analytics Loading CSV Data
   • 11Analytics DataFrame Basics
   • 12Analytics Selecting Columns
   • 13Analytics Filtering Rows
   • 14Analytics Sorting Values
   • 15Analytics Calculated Columns
3. 03
   Data Cleaning and Preparation0/7 topics · 0%

   • 16Analytics Handling Missing Values
   • 17Analytics Removing Duplicates
   • 18Analytics Fixing Data Types
   • 19Analytics Cleaning Text Columns
   • 20Analytics Working with Dates
   • 21Analytics Detecting Outliers
   • 22Analytics Data Quality Checks
4. 04
   Exploratory Analysis and Statistics0/9 topics · 0%

   • 23Analytics Descriptive Statistics
   • 24Analytics Mean Median and Mode
   • 25Analytics Variability and Standard Deviation
   • 26Analytics Percentiles and Quartiles
   • 27Analytics Frequency Counts
   • 28Analytics Grouping and Aggregation
   • 29Analytics Pivot Tables
   • 30Analytics Combining Datasets
   • 31Analytics Correlation
5. 05
   SQL for Data Analysts0/6 topics · 0%

   • 32Analytics SQL SELECT Basics
   • 33Analytics SQL WHERE Filters
   • 34Analytics SQL GROUP BY
   • 35Analytics SQL JOINs
   • 36Analytics SQL Subqueries and CTEs
   • 37Analytics SQL Window Functions
6. 06
   Visualization and Storytelling0/7 topics · 0%

   • 38Analytics Choosing the Right Chart
   • 39Analytics Bar Charts
   • 40Analytics Line Charts and Trends
   • 41Analytics Histograms
   • 42Analytics Scatter Plots
   • 43Analytics Dashboard Design
   • 44Analytics Data Storytelling
7. 07
   Data Analytics Projects and Practice0/8 topics · 0%

   • 45Analytics Sales Performance Project
   • 46Analytics Customer Churn Project
   • 47Analytics Marketing Campaign Project
   • 48Analytics Exercises
   • 49Analytics Quiz
   • 50Analytics Study Plan
   • 51Analytics Interview Prep
   • 52Analytics Certificate
8. 08
   Data Analytics References0/3 topics · 0%

   • 53Analytics Pandas Reference
   • 54Analytics Statistics Reference
   • 55Analytics Chart Reference