Overview
Course Outline
Schedule & Fees
Course Methodology
Instructor-led training that uses interactive learning methods, including class discussion, small group activities, and role-playing
Course Objectives
Questions about Student Data Solution; Investigating the Data; Problems in the Data ; Missing Engagement Records
Target Audience
Target Competencies
n/a
Day 1: Problems Solved by Data Analysts
- Questions about Student Data Solution
- Investigating the Data
- Problems in the Data
- Missing Engagement Records
Day 2: Debugging Data Analysis Code
- Making Histograms
- Predicting Based on Many Features
- Improving Plots and Sharing Findings
Day 3: NumPy
- One-Dimensional Data in NumPy
- Two-Dimensional NumPy Arrays
- NumPy Arrays
- Vectorized Operations
- Multiplying by a Scalar
- Standardizing Data
Day 4: Pandas
- Pandas Series
- Filling Missing Values
- Plotting in Pandas
Day 5: Statistics
- Mean, Median and Mode
- Standard Variation, Error mean
- Calculating Correlation
$4475
Istanbul
Country: Turkey
Duration: One week
Date: 20–24 Oct 2025
Register
$3875
Doha
Country: Quatar
Duration: One week
Date: 01–05 Jun 2026
Register