Description
Data Wrangling with Python Specialization course. Launch 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 various essential topics such as basic tools, data collection, data understanding and data preprocessing. This specialization is designed for beginners with a focus on practical exercises and case studies to reinforce 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 an opportunity to apply what they have learned and demonstrate their mastery of the subject. Applied Learning Project: The final project provides an opportunity for students to apply the knowledge gained during the specialization in 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 achieve a well-rounded dataset ready for analysis. This course enables students to gain hands-on experience in the data wrangling process and prepares them to handle complex data challenges in real-world scenarios.
What you will learn in the Data Wrangling with Python Specialization course
- Definition of techniques and methods of collecting data from various sources such as files, web, databases, etc
- Identify statistical analysis and visualization techniques that can be used to gain insight into data
- Compute and apply techniques for data preprocessing such as handling missing values, outliers, sampling, normalization, and discretization.
Details of the Data Wrangling with Python Specialization course
- Publisher: Coursera
- English language
- Training duration: 7 hours and 15 minutes
- Number of courses: 5
- teacher: Di Wu
- Training level: beginner
- Presenting institution/university: University of Colorado Boulder
Course headings
Prerequisites of the Data Wrangling with Python Specialization course
- Learners are expected to have a mastery of the fundamentals of Python programming and statistics.
Course images
Sample video of the course
Installation guide
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English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
856 MB
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