Brief Introduction
At the end of the class, students should be able to: This course concludes with a final project where students incorporate what they have learned to address a real-world data analysis problem.Course Summary
Learn how to work with MongoDB and how to use it to handle and manipulate data with this Data Wrangling with MongoDB course. You'll gain practical experience with MongoDB, as well as learn how to use it for real-world data wrangling problems.Key Learning Points
- Understand the basics of MongoDB and how it differs from traditional SQL databases
- Learn how to use MongoDB to handle and manipulate data
- Gain practical experience with MongoDB and use it for real-world data wrangling problems
Related Topics for further study
Learning Outcomes
- Understand the basics of MongoDB and how it differs from traditional SQL databases
- Gain practical experience with MongoDB and use it for real-world data wrangling problems
- Learn how to use MongoDB to handle and manipulate data
Prerequisites or good to have knowledge before taking this course
- Basic knowledge of databases
- Basic knowledge of programming concepts
Course Difficulty Level
IntermediateCourse Format
- Self-paced
- Online
- Video lectures
Similar Courses
- MongoDB Essentials - Understand the Basics of MongoDB
- Data Wrangling with Python: Tips and Tools to Make Your Life Easier
- NoSQL Databases - MongoDB
Related Education Paths
Related Books
Description
Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.Requirements
- The ideal student should have the following skills: Programming experience in Python or a willingness to read a little documentation to understand examples and exercises throughout the course. The ability to perform rudimentary system administration on Windows or Unix At least some experience using a unix shell or Windows PowerShell will be helpful, but is not required. No prior experience with databases is needed. About MongoDB This course is developed in conjunction with MongoDB, Inc., the originator and primary contributor to the open source database MongoDB . MongoDB is the leading NoSQL database. Designed for how we build and run applications today, MongoDB empowers organizations to be more agile and scalable. It enables new types of applications, better customer experience, faster time to market and lower costs. See the Technology Requirements for using Udacity.
Knowledge
- Instructor videosLearn by doing exercisesTaught by industry professionals
Outline
- lesson 1 Data Extraction Fundamentals Assessing the Quality of Data Intro to Tabular Formats Parsing CSV lesson 2 Data in More Complex Formats XML Design Principles Parsing XML Web Scraping lesson 3 Data Quality Sources of Dirty Data A Blueprint for Cleaning Auditing Data lesson 4 Working with MongoDB Data Modelling in MongoDB Introduction to PyMongo Field Queries lesson 5 Analyzing Data Examples of Aggregation Framework The Aggregation Pipeline Aggregation Operators: $match $project $unwind $group lesson 6 Case Study - OpenStreetMap Data Using iterative parsing for large datafiles Open Street Map XML Overview Exercises around OpenStreetMap data
Summary of User Reviews
Learn data wrangling with MongoDB in this comprehensive course. Students rave about the practical and hands-on approach, and the real-world examples used throughout the course. Overall, the course is highly recommended for anyone looking to improve their skills in data wrangling.Key Aspect Users Liked About This Course
The practical and hands-on approach of the course is highly praised by users.Pros from User Reviews
- Real-world examples used throughout the course
- Comprehensive coverage of data wrangling with MongoDB
- Course is well-structured and easy to follow
- Interactive quizzes and exercises help reinforce learning
- Great for beginners and experienced data analysts alike
Cons from User Reviews
- Some users found the pace of the course too slow
- No support for non-MongoDB databases
- Some users felt that more advanced topics could have been covered
- The course does not cover the latest version of MongoDB
- No certification offered upon completion of the course
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