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Course Syllabus

Data Analytics

High-performance data manipulation, cleaning, vector math, exploratory data analysis, and statistics.

3Notebooks
Start Lesson 1
Lesson #1
Beginner

NumPy: Vectorized Scientific Computing

Comprehensive guide on NumPy: Vectorized Scientific Computing.

NumPyArrays+2
10 min
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Lesson #2
Intermediate

Pandas: DataFrames & Advanced Wrangling

Comprehensive guide on Pandas: DataFrames & Advanced Wrangling.

PandasData Wrangling+2
14 min
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Lesson #3
Intermediate

Data Cleaning & Preprocessing Best Practices

Comprehensive guide on Data Cleaning & Preprocessing Best Practices.

Data CleaningImputation+2
11 min
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