Small Data
- Offered byUDACITY
Small Data at UDACITY Overview
Small Data
at UDACITY
Learn to distinguish between big and small data, identify effective strategies for handling small datasets, and leverage transfer learning and synthetic data generation techniques to enhance small data models.
Duration | 1 month |
Mode of learning | Online |
Credential | Certificate |
Small Data
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Small Data at UDACITY Highlights
Small Data
at UDACITY
- Flexible learning program
- Technical mentor support
- Practical tips and industry best practices
- Unlimited submissions and feedback loops
- Additional suggested resources to improve
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Small Data at UDACITY Course details
Small Data
at UDACITY
Skills you will learn
What are the course deliverables?
- Students will learn how to identify small data and the basics of how to apply transfer learning and synthetic data generation to these datasets. Students seeking data analyst or data science roles will learn the skills necessary to solve problems with small datasets. Big data has been in the limelight for years but small data is becoming increasingly important to many organizations.
More about this course
- Enroll in Udacity's Small Data course and learn how to identify small data and apply transfer learning and synthetic data generation to datasets.
Small Data at UDACITY Curriculum
Small Data
at UDACITY
Introduction to Small Data in Machine Learning
Machine Learning Techniques for Small Data
Transfer Learning and Small Data Problems
Synthetic Data and Small Data Problems
Course Project: Transfer Learning and Data Generation Solutions
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