Об этом курсе: This course will get you up and running with MongoDB quickly, and teach you how to leverage its power for data analytics. We'll start by mastering the fundamentals of MongoDB, including MongoDB’s Document data model, importing data into a cluster, working with our CRUD API and Aggregation Framework. These topics will be taught through a demo application which will give you a great first encounter of how simple and practical it can be to build applications with MongoDB. In addition to these essential topics, you will also learn and work with useful MongoDB tools and services. You will work with Atlas, MongoDB's database as a service, MongoDB Compass, a schema visualization tool, as well as many other useful command-line utilities.
Для кого этот курс: This course has been primarily designed for learners who have prior experience as a data analyst or data scientist. You should already have experience with Python and Jupyter Notebooks.
Автор: MongoDB Inc.
Преподаватели: Norberto Leite, Lead Engineer
EngineeringПреподаватели: Kirby Kohlmorgen, Senior Curriculum Engineer
EducationПреподаватели: Shannon Bradshaw, Vice President
Education
| Уровень | Учащийся среднего уровня |
| Выполнение | 2-3 hours/week |
| Язык | English |
| Как пройти курс | Чтобы пройти курс, выполните все оцениваемые задания. |
| Оценки пользователей |
Программа курса
НЕДЕЛЯ 1
Week 1
14 видео, 2 материала для самостоятельного изучения, 8 тренировочных теста
- Видео: MongoDB Document Model
- Видео: Creating an Atlas Free-Tier Cluster
- Practice Quiz: Creating an Atlas Free-Tier Cluster
- Видео: Installing MongoDB on Windows
- Видео: Installing MongoDB on OSX
- Reading: Setting Up Your Course Environment
- Видео: Getting Data Into MongoDB
- Reading: mongoimport
- Practice Quiz: Getting Data Into MongoDB
- Видео: Using Compass to View Data in an Atlas Cluster
- Practice Quiz: Using Compass to View Data in an Atlas Cluster
- Видео: Working with Data in MongoDB
- Practice Quiz: Working with Data in MongoDB
- Видео: How to Connect to Your Atlas Cluster from Python
- Practice Quiz: How to Connect to Your Atlas Cluster from Python
- Видео: Intro to the Aggregation Framework
- Practice Quiz: Intro to the Aggregation Framework
- Видео: Your First Aggregation (Using $group)
- Practice Quiz: Your First Aggregation (Using $group)
- Видео: Incremental Improvements with $sort and $sortByCount
- Practice Quiz: Incremental Improvements with $sort and $sortByCount
- Видео: Wowza! You can do that? ($facet)
- Видео: Filtering on Scalar Fields ($match, find(), and Compass)
Оцениваемый: Connecting to Atlas
Оцениваемый: Analyzing Data with Aggregation
НЕДЕЛЯ 2
Week 2
16 видео, 1 материал для самостоятельного изучения, 8 тренировочных теста
- Видео: Projecting Queries (Part 2)
- Видео: Projecting Queries (Part 3)
- Видео: Updating Documents (Part 1)
- Видео: Updating Documents (Part 2)
- Видео: Bulk Updates
- Видео: Data Types in MongoDB
- Practice Quiz: Data Types in MongoDB
- Видео: Filtering on Array Fields
- Reading: Setting Up MFlix
- Видео: How MFlix Works with MongoDB
- Видео: Sort, Skip, and Limit
- Practice Quiz: Sort, Skip, and Limit
- Видео: Query movies using operators
- Practice Quiz: Querying movies using operators
- Видео: The $elemMatch Operator
- Practice Quiz: The $elemMatch Operator
- Видео: Querying on tomatoes subdocument
- Practice Quiz: Querying on subdocuments
- Видео: Inserting Comments in MFlix
- Practice Quiz: Inserting Comments in MFlix
- Видео: Updating comments
- Practice Quiz: Updating Documents
- Видео: Deleting Data in MFlix
- Practice Quiz: Deleting Data in MFlix
Оцениваемый: Cleansing Data with Updates
Оцениваемый: Querying for Documents on an Array Field
НЕДЕЛЯ 3
Week 3
4 видео, 3 тренировочных теста
- Видео: Indexes in Movies (Part 2)
- Practice Quiz: MongoDB Indexes
- Видео: Geospatial Queries
- Practice Quiz: Geospatial Queries
- Видео: Graphing with MongoDB
- Practice Quiz: Graphing with MongoDB
Оцениваемый: Improve Query Performance
Оцениваемый: Finding Things Nearby
Оцениваемый: Making Plots with Matplotlib & MongoDB
Часто задаваемые вопросы
Как это работает
Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Help from Your Peers
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
Certificates
Earn official recognition for your work, and share your success with friends, colleagues, and employers.
Авторы
MongoDB Inc.
MongoDB is the leading modern, general purpose database platform, designed to unleash the power of software and data for developers and the applications they build. Headquartered in New York, MongoDB has more than 4,300 customers in over 85 countries, including more than half of the global Fortune 100. The MongoDB database platform has been downloaded over 30 million times and there have been more than 730,000 MongoDB University registrations.
Стоимость
| Приобрести курс | |
|---|---|
| Получить доступ к материалам курса | Доступен |
| Получить доступ к оцениваемым материалам курса | Доступен |
| Получить итоговую оценку | Доступен |
| Получите сертификат о прохождении курса, ссылкой на который можно делиться с другими людьми | Доступен |
Рейтинги и отзывы
Excelent!!
I am so much delighted to learn this course.Helping me in a great way.Thanks coursera and MongoDB
It's so nice to learn on MongoDB how it store data and the representation on graph is a beaut
Coursera делает лучшее в мире образование доступным каждому, предлагая онлайн-курсы от ведущих университетов и организаций.
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Great course with some good examples