High-Dimensional Data Analysis
Learn about the major techniques used in the interpretation and analysis of high-dimensional data through the High-Dimensional Data Analysis Course.
Expert
Online
4 WeeksQuick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The High-Dimensional Data Analysis Certification Course is an advanced-level data science course that deals with the features of data analysis and data interpretation. The course will introduce students to extremely challenging cases relating to data analytics and discuss the usage of high-dimensional data sets.
The High-Dimensional Data Analysis Training Course offered by the edX platform is a self-paced course taught over 4 weeks. The course is delivered through online study materials under the guidance of Rafael Irizarry and Michael Love, professors at Harvard University.
The High-Dimensional Data Analysis Certification Syllabus would be beneficial for students who are planning to expand their knowledge base in topics like data visualization and data analysis of high-throughput data. Students who are interested in gaining knowledge about machine learning and data analytics can opt for the course. EdX provides two options for learners to pursue the self-paced programme, namely, verified and audit tracks. In the verified mode, the learners can get unlimited access to the programme and a certificate of completion. In the free mode, they can audit the course only for a limited duration.
The Highlights
- Shareable certificate upon completion
- Self-paced course
- 4 weeks duration
- 2 to 4 hours weekly study
- English medium
- Online course materials
- Graded assignments and exams
- Knowledge of data analysis
Programme Offerings
- Shareable Certificate upon completion
- Self-paced Course
- 4 Weeks Duration
- 2 to 4 Hours Weekly Study
- English medium
- Online Course Materials
- Graded Assignments and Exams
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| USD 219 | yes | Harvard University, Cambridge |
High-Dimensional Data Analysis Course Fee Structure
Fees components | Amount |
Certificate fees | $ 219 |
What you will learn
After learning the High-Dimensional Data Analysis Certification by edX, and Harvard University, you will gain insights into the following topics:
- Mathematical Distance
- Dimension Reduction
- Singular Value Decomposition and Principal Component Analysis
- Multiple Dimensional Scaling Plots
- Factor Analysis
- Dealing with Batch Effects
- Clustering
- Heatmaps
- Basic Machine Learning Concepts
- Data Visualization
Admission Details
Follow the steps given below to enroll in the High-Dimensional Data Analysis Training classes:
Step 1: Click on the URL given below -
https://www.edx.org/learn/data-analysis/harvard-university-high-dimensional-data-analysis
Step 2: Click on the enroll option in the course description.
Step 3: When the tap opens, create a new account by listing your name, email id, and password.
Step 4: Once your account is created you can choose the course name and enroll.
Instructors
Harvard University, Cambridge Frequently Asked Questions (FAQ's)
The course is offered by edX and Harvard University on the HarvardX platform.
The High-Dimensional Data Analysis Course requires students to spend 2 to 4 hours per week.
Yes, all students who enroll for the paid course will receive a shareable certificate upon completion.
No, the High-Dimensional Data Analysis Certification Course does not support students with placement opportunities.
Students who enroll in the paid course will get unlimited access to online study materials whereas students attending the free course will only get limited access.