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All Programs
Computers
Data Science
Getting Your Hands Dirty with Data
Curriculum
5 Sections
21 Lessons
10 Weeks
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Chapter 5: Working with Jupyter Notebook
4
1.1
Using Jupyter Notebook
1.2
Quiz for Using Jupyter Notebook
7 Questions
1.3
Performing Multimedia and Graphic Integration
1.4
Quiz for Performing Multimedia and Graphic Integration
5 Questions
Chapter 6: Working with Real Data
12
2.1
Uploading, Streaming, and Sampling Data
2.2
Quiz for Uploading, Streaming, and Sampling Data
8 Questions
2.3
Accessing Data in Structured Flat-File Form
2.4
Quiz for Accessing Data in Structured Flat-File Form
8 Questions
2.5
Sending Data in Unstructured File Form
2.6
Quiz for Sending Data in Unstructured File Form
7 Questions
2.7
Managing Data from Relational Databases
2.8
Quiz for Managing Data from Relational Databases
6 Questions
2.9
Interacting with Data from NoSQL Databases
2.10
Quiz for Interacting with Data from NoSQL Databases
7 Questions
2.11
Accessing Data from the Web
2.12
Quiz for Accessing Data from the Web
6 Questions
Chapter 7: Processing Your Data
16
3.1
Juggling between NumPy and pandas
3.2
Quiz for Juggling between NumPy and pandas
6 Questions
3.3
Validating Your Data
3.4
Quiz for Validating Your Data
6 Questions
3.5
Manipulating Categorical Variables
3.6
Quiz for Manipulating Categorical Variables
6 Questions
3.7
Dealing with Dates in Your Data
3.8
Quiz for Dealing with Dates in Your Data
5 Questions
3.9
Dealing with Missing Data
3.10
Quiz for Dealing with Missing Data
6 Questions
3.11
Slicing and Dicing: Filtering and Selecting Data
3.12
Quiz for Slicing and Dicing: Filtering and Selecting Data
6 Questions
3.13
Concatenating and Transforming
3.14
Quiz for Concatenating and Transforming
7 Questions
3.15
Aggregating Data at Any Level
3.16
Quiz for Aggregating Data at Any Level
5 Questions
Chapter 8: Reshaping Data
4
4.1
Using the Bag of Words Model to Tokenize Data
4.2
Quiz for Using the Bag of Words Model to Tokenize Data
7 Questions
4.3
Working with Graph Data
4.4
Quiz for Working with Graph Data
7 Questions
Chapter 9: Putting What You Know into Action
6
5.1
Contextualizing Problems and Data
5.2
Quiz for Contextualizing Problems and Data
7 Questions
5.3
Considering the Art of Feature Creation
5.4
Quiz for Considering the Art of Feature Creation
5 Questions
5.5
Performing Operations on Arrays
5.6
Quiz for Performing Operations on Arrays
6 Questions
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