关于此课程： 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.
此课程适用人群： 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.
制作方： MongoDB Inc.
教学方： Norberto Leite, Lead Engineer
Engineering
教学方： Kirby Kohlmorgen, Senior Curriculum Engineer
Education
教学方： Shannon Bradshaw, Vice President
Education
| 级别 | Intermediate |
| 承诺学习时间 | 2-3 hours/week |
| 语言 | English |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
授课大纲
第 1 周
Week 1
14 视频, 1 阅读材料, 8 练习测试
- 视频: MongoDB Document Model
- 视频: Creating an Atlas Free-Tier Cluster
- Practice Quiz: Creating an Atlas Free-Tier Cluster
- 视频: Installing MongoDB on Windows
- 视频: Installing MongoDB on OSX
- Reading: Setting Up Your Course Environment
- 视频: Getting Data Into MongoDB
- Practice Quiz: Getting Data Into MongoDB
- 视频: Using Compass to View Data in an Atlas Cluster
- Practice Quiz: Using Compass to View Data in an Atlas Cluster
- 视频: Working with Data in MongoDB
- Practice Quiz: Working with Data in MongoDB
- 视频: How to Connect to Your Atlas Cluster from Python
- Practice Quiz: How to Connect to Your Atlas Cluster from Python
- 视频: Intro to the Aggregation Framework
- Practice Quiz: Intro to the Aggregation Framework
- 视频: Your First Aggregation (Using $group)
- Practice Quiz: Your First Aggregation (Using $group)
- 视频: Incremental Improvements with $sort and $sortByCount
- Practice Quiz: Incremental Improvements with $sort and $sortByCount
- 视频: Wowza! You can do that? ($facet)
- 视频: Filtering on Scalar Fields ($match, find(), and Compass)
已评分: Connecting to Atlas
已评分: Analyzing Data with Aggregation
第 2 周
Week 2
16 视频, 1 阅读材料, 8 练习测试
- 视频: Projecting Queries (Part 2)
- 视频: Projecting Queries (Part 3)
- 视频: Updating Documents (Part 1)
- 视频: Updating Documents (Part 2)
- 视频: Bulk Updates
- 视频: Data Types in MongoDB
- Practice Quiz: Data Types in MongoDB
- 视频: Filtering on Array Fields
- Reading: Setting Up MFlix
- 视频: How MFlix Works with MongoDB
- 视频: Sort, Skip, and Limit
- Practice Quiz: Sort, Skip, and Limit
- 视频: Query movies using operators
- Practice Quiz: Querying movies using operators
- 视频: The $elemMatch Operator
- Practice Quiz: The $elemMatch Operator
- 视频: Querying on tomatoes subdocument
- Practice Quiz: Querying on subdocuments
- 视频: Inserting Comments in MFlix
- Practice Quiz: Inserting Comments in MFlix
- 视频: Updating comments
- Practice Quiz: Updating Documents
- 视频: Deleting Data in MFlix
- Practice Quiz: Deleting Data in MFlix
已评分: Cleansing Data with Updates
已评分: Querying for Documents on an Array Field
第 3 周
Week 3
4 视频, 3 练习测试
- 视频: Indexes in Movies (Part 2)
- Practice Quiz: MongoDB Indexes
- 视频: Geospatial Queries
- Practice Quiz: Geospatial Queries
- 视频: Graphing with MongoDB
- Practice Quiz: Graphing with MongoDB
已评分: Improve Query Performance
已评分: Finding Things Nearby
已评分: Making Plots with Matplotlib & MongoDB
常见问题解答
运作方式
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.
制作方
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.
价格
| 购买课程 | |
|---|---|
| 访问课程材料 | 可用 |
| 访问评分的材料 | 可用 |
| 收到最终成绩 | 可用 |
| 获得可共享的课程证书 | 可用 |
评分和审阅
A concise but excellent introduction to MongoDB's data model, Python integration through PyMongo and the Aggregation Framework.
Very good !!!
Nice introduction. The pace is good. The only downside is the amount of time dedicated to installing the anaconda/pyhton workspace
It is a good course for starters that scratches some seemingly advanced concepts and basic foundations at the same time. It can be confusing sometimes, especially later in the matplotlib related stuff -- which isn't really the focus of this course.
Anyway, it is highly recommended for those who want to learn Mongo from scratch.