Description
Data Wrangling with Python Specialization Course. Jumpstart your career in data science. By mastering the skills and techniques covered in these courses, students will be better equipped to tackle real-world data analysis challenges. This specialization covers several essential topics such as basic tools, data acquisition, data understanding, and data preprocessing. This specialization is designed for entry-level students and emphasizes hands-on exercises and case studies to deepen learning. By mastering the skills and techniques covered in these courses, students will be better equipped to tackle real-world data analysis challenges. The final project gives students the opportunity to apply what they have learned and demonstrate their mastery of the subject. Applied Learning Project: The final project gives students the opportunity to apply the knowledge gained during the specialization to a real data mining project of their interest. Participants follow the data wrangling pipeline step by step, from identifying data sources to processing and integrating data to obtain a well-rounded dataset ready for analysis. This course allows students to gain hands-on experience in the data wrangling process and prepares them to tackle complex data challenges in real-world scenarios.
What you will learn in the Data Wrangling with Python specialization course
- Definition of techniques and methods for collecting data from different sources such as files, web, databases, etc.
- Identify statistical analysis and visualization techniques that can help you gain insights into data
- Compute and apply data preprocessing techniques such as dealing with missing values, outliers, sampling, normalization, and discretization.
Details about the Data Wrangling with Python specialization course.
- Editor: Coursera
- English language
- Training duration: 7 hours and 15 minutes
- Number of courses: 5
- Lecturer: Di Wu
- Training level: beginner
- Presenting Institution/University: University of Colorado Boulder
Course headings
Prerequisites for the specialization course “Data Wrangling with Python”.
- Learners are expected to master the fundamentals of Python programming and statistics.
Course pictures
Sample video of the course
installation Guide
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English subtitles
Quality: 720p
Download link
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Size
856MB