Georgia Institute of Technology - Machine Learning by Georgia Institute of Technology
4.0 /5- Offered byUDACITY
Machine Learning by Georgia Institute of Technology at UDACITY Overview
Machine Learning by Georgia Institute of Technology
at UDACITY
Duration | 4 months |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Machine Learning by Georgia Institute of Technology at UDACITY Highlights
Machine Learning by Georgia Institute of Technology
at UDACITY
- Learn from Industry Professionals
- Complete real-world projects designed by industry experts
- Learn by doing with interactive quizzes
- Self paced Course
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Machine Learning by Georgia Institute of Technology at UDACITY Course details
Machine Learning by Georgia Institute of Technology
at UDACITY
Skills you will learn
More about this course
- Machine Learning is a graduate-level course covering the area of Artificial Intelligence concerned with computer programs that modify and improve their performance through experiences. The first part of the course covers Supervised Learning, a machine learning task that makes it possible for your phone to recognize your voice, your email to filter spam, and for computers to learn a bunch of other cool stuff.
- In part two, you will learn about Unsupervised Learning. Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? Such answers can be found in this section!
- Finally, can we program machines to learn like humans? This Reinforcement Learning section will teach you the algorithms for designing self-learning agents like us!
Machine Learning by Georgia Institute of Technology at UDACITY Curriculum
Machine Learning by Georgia Institute of Technology
at UDACITY
LESSON 1: Supervised Learning
Machine Learning is the ROX
Decision Trees
Regression and Classification
Neural Networks
Instance-Based Learning
Ensemble B&B
Kernel Methods and Support Vector Machines (SVM)s
Computational Learning Theory
VC Dimensions
Bayesian Learning
Bayesian Inference
LESSON 2: Unsupervised Learning
Randomized optimization
Clustering
Feature Selection
Feature Transformation
Information Theory
LESSON 3: Reinforcement Learning
Markov Decision Processes
Reinforcement Learning
Game Theory
Machine Learning by Georgia Institute of Technology at UDACITY Entry Requirements
Machine Learning by Georgia Institute of Technology
at UDACITY
Eligibility criteria
- A strong familiarity with Probability Theory, Linear Algebra and Statistics is required.
Conditional Offer
- Not mentioned
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Machine Learning by Georgia Institute of Technology at UDACITY Students Ratings & Reviews
Machine Learning by Georgia Institute of Technology
at UDACITY
4/5
1 Rating- 3-41
H
hariprasanth k
Machine Learning by Georgia Institute of Technology
Offered by UDACITY
4
Other: when I start my course I had no idea about ML. Later I learned about how ML plays a major role in Industry. The trainer from google helps me out to create an application using ML.
Reviewed on 16 Oct 2020Read More
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Machine Learning by Georgia Institute of Technology
at UDACITY
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