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DSF® Data Science Foundations Training Program
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Data Science
DSF® Data Science Foundations Training Program
Curriculum
4 Sections
8 Lessons
40 Hours
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Module 1: Introduction to Data Science
2
1.1
Overview of data science and its real-world applications.
1.2
Role of a data scientist in different industries.
Module 2: Statistical Analysis and Data Visualization
2
2.1
Key statistical concepts for data science.
2.2
Exploratory data analysis and visualization techniques.
Module 3: Introduction to Python and R for Data Analysis
2
3.1
Basics of Python and R programming.
3.2
Implementing data analysis workflows.
Module 4: Data Wrangling and Cleaning Techniques
2
4.1
Handling missing data and outliers.
4.2
Data transformation and feature engineering.
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