Data Analysis Unleashed: Excel with R and Python

Enroll in this Free Udemy Course and start your journey in Data Analysis with R and Python today!

Dive into the fascinating course of Data Analysis with R Programming and Python, an exciting opportunity to explore the vast field of data science through the powerful programming languages R and Python. This course is meticulously designed to provide you with a rich and hands-on learning experience, regardless of your prior knowledge level. From beginners in data science to professionals seeking advanced skills, you will find a perfect space to expand your analytical horizons.

Throughout this course, you will immerse yourself in two fundamental parts. In Part 1, you will explore the world of data analysis through R Programming. From handling dataframes and data cleaning to creating advanced graphics and understanding multiple linear regression and time-series analysis, each aspect is essential for building a solid analytical foundation. In Part 2, you will turn your attention to Python, where you will dive into the efficiency of Numpy, the expressiveness of Pyplot, the flexibility of Pandas, and the power of regular expressions (regex).

This course will equip you with the skills needed to tackle real-world challenges in data science. By the end, you will be prepared to transform raw data into valuable insights, communicate your findings through impactful visualizations, and apply advanced modeling techniques. Get ready for an exciting journey into the world of data analysis with R and Python!

What you will learn:

  • Manipulate dataframes and clean data in R and Python.
  • Create advanced graphs to visualize patterns.
  • Understand multiple linear regression and its practical application.
  • Acquire skills in time series analysis and forecasting.
  • Use Numpy to efficiently manipulate arrays in Python.
  • Create impactful visualizations with Pyplot to communicate data.
  • Master Pandas to filter, transform, and analyze structured data.
  • Dominate the use of regular expressions (regex) in text analysis.
  • Understand how Python and R enhance data analysis.
  • Be prepared to face real-world challenges in data science.

Course Content:

  • Sections: 15
  • Lectures: 93
  • Duration: 9h 4m

Requirements:

  • Basic Syntax: Understand the structure and syntax of R and Python, such as variable declaration and command execution.
  • Data Manipulation: Familiarize yourself with creating and manipulating lists, arrays, and dictionaries in both languages.

Who is it for?

  • Beginners in Data Science: If you are new to data analysis and want to learn from scratch, this course will provide you a solid foundation in essential R and Python skills.
  • Professionals Seeking Advanced Skills: If you already have experience in data analysis but want to take your skills to the next level, this course will immerse you in advanced data manipulation and visualization techniques.
  • Students and Academics: Those looking to enhance their data analysis capabilities for academic or research applications will find this course a valuable tool for their projects.

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