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Data Science 101 (Python for Analyzing Data)

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SHORT DESCRIPTION

Data Science 101: Python for Analyzing Data

This workshop equips you with the basics of Python programming to unlock the power of data analysis. Learn essential skills for cleaning, manipulating, and visualizing data using popular Python libraries

Mode;Online

Duration;3 Days

Certificate Included

LONG DESCRIPTION

Data Science 101: Python for Analyzing Data

This workshop is your launchpad into the exciting world of data science! With Python as your trusty tool, you'll gain the foundational knowledge to analyze data and extract valuable insights.

The workshop is designed for beginners with no prior programming experience. We'll start by familiarizing you with the core concepts of Python, including data types, variables, and control flow. You'll then delve into essential libraries like NumPy and Pandas, the workhorses of data analysis in Python.

Here's what you can expect to learn:

  • Python Fundamentals: Grasp the building blocks of Python programming, including variables, data types, operators, and control flow statements.
  • Data Wrangling with Pandas: Discover Pandas, a powerful library for loading, manipulating, and cleaning data. Learn techniques for handling missing values, sorting, filtering, and transforming data into a usable format.
  • Data Exploration with NumPy: Explore NumPy, a library designed for numerical computations. You'll perform calculations on arrays, analyze data statistics, and gain a foundational understanding of linear algebra concepts.
  • Data Visualization: Get introduced to data visualization techniques. Learn how to create charts and graphs to effectively communicate your data findings.

By the end of the workshop, you'll be equipped with practical skills to:

  • Clean and prepare messy data for analysis
  • Perform basic data exploration and analysis
  • **Craft data visualizations to present your insights

This workshop is an excellent first step towards a rewarding journey in data science. It equips you with the essential Python skills to unlock the potential of data and make data-driven decisions!

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