Skip to content
info@sejal-learn.com
Instagram
X-twitter
Youtube
Linkedin
Facebook
Login
Sign Up
info@sejal-learn.com
Instagram
X-twitter
Youtube
Linkedin
Facebook
Login
Sign Up
Course Catalog
About
Contact Us
Home
All Programs
Computers
Data Science
Wrangling Data
Wrangling Data
Curriculum
5 Sections
20 Lessons
10 Weeks
Expand all sections
Collapse all sections
Chapter 12: Stretching Python’s Capabilities
8
1.1
Playing with Scikit-learn
1.2
Quiz for Playing with Scikit-learn
6 Questions
1.3
Using Transformative Functions
1.4
Quiz for Using Transformative Functions
6 Questions
1.5
Considering Timing and Performance
1.6
Quiz for Considering Timing and Performance
7 Questions
1.7
Running in Parallel on Multiple Cores
1.8
Quiz for Running in Parallel on Multiple Cores
7 Questions
Chapter 13: Exploring Data Analysis
14
2.1
The EDA Approach
2.2
Quiz for The EDA Approach
6 Questions
2.3
Defining Descriptive Statistics for Numeric Data
2.4
Quiz for Defining Descriptive Statistics for Numeric Data
6 Questions
2.5
Counting for Categorical Data
2.6
Quiz for Counting for Categorical Data
5 Questions
2.7
Creating Applied Visualization for EDA
2.8
Quiz for Creating Applied Visualization for EDA
7 Questions
2.9
Understanding Correlation
2.10
Quiz for Understanding Correlation
6 Questions
2.11
Working with Cramér’s V
2.12
Quiz for Working with Cramér’s V
6 Questions
2.13
Modifying Data Distributions
2.14
Quiz for Modifying Data Distributions
5 Questions
Chapter 14: Reducing Dimensionality
6
3.1
Understanding SVD
3.2
Quiz for Understanding SVD
5 Questions
3.3
Performing Factor Analysis and PCA
3.4
Quiz for Performing Factor Analysis and PCA
8 Questions
3.5
Understanding Some Applications
3.6
Quiz for Understanding Some Applications
6 Questions
Chapter 15: Clustering
6
4.1
Clustering with K-means
4.2
Quiz for Clustering with K-means
8 Questions
4.3
Performing Hierarchical Clustering
4.4
Quiz for Performing Hierarchical Clustering
6 Questions
4.5
Discovering New Groups with DBScan
4.6
Quiz for Discovering New Groups with DBScan
5 Questions
Chapter 16: Detecting Outliers in Data
6
5.1
Considering Outlier Detection
5.2
Quiz for Considering Outlier Detection
5 Questions
5.3
Examining a Simple Univariate Method
5.4
Quiz for Examining a Simple Univariate Method
6 Questions
5.5
Developing a Multivariate Approach
5.6
Quiz for Developing a Multivariate Approach
5 Questions
This content is protected, please
login
and
enroll
in the course to view this content!
Your Journey Starts Here
Course Catalog
About
Contact Us
Login/Sign Up
Modal title
Main Content
