(Python) Data Science Foundation

Data Science and AI

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Explore the core concepts of data science using Python in this foundational training. From data manipulation and visualization to statistical analysis and machine learning basics, this course equips participants with essential skills for data-driven decision-making.

Target Audience

Aspiring data scientists, analysts, and professionals looking to build a solid foundation in data science using Python.

Prerequisites

Basic knowledge of Python programming and familiarity with fundamental statistical concepts.

Outline Course
  • Introduction to data science with Python

  • Data manipulation and cleaning

  • Exploratory data analysis (EDA)

  • Statistical methods and hypothesis testing

  • Introduction to machine learning algorithms (classification and regression)

Outcome

Participants will acquire essential skills in Python programming for data science, enabling them to effectively manipulate data, create visualizations, perform statistical analysis, and build basic machine learning models for actionable insights.