Lesson 1
Free
Machine Learning
Course
In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
Last Updated March 4, 2022
No experience required
Course Lessons
Lesson 2
SL 1 - Decision Trees
Lesson 3
SL 2 - Regression & Classification
Lesson 4
SL 3 - Neural Networks
Lesson 5
SL 4 - Instance Based Learning
Lesson 6
SL 5 - Ensemble B&B
Lesson 7
SL 6 - Kernel Methods & SVMs
Lesson 8
SL 7 - Comp Learning Theory
Lesson 9
SL 8 - VC Dimensions
Lesson 10
SL 9 - Bayesian Learning
Lesson 11
SL 10 - Bayesian Inference
Lesson 12
UL 1 - Randomized Optimization
Lesson 13
UL 2 - Clustering
Lesson 14
UL 3 - Feature Selection
Lesson 15
UL 4 - Feature Transformation
Lesson 16
UL 5 - Info Theory
Lesson 17
RL 1 - Markov Decision Processes
Lesson 18
RL 2 - Reinforcement Learning
Lesson 19
RL 3 - Game Theory
Lesson 20
RL 4 - Game Theory Continued
Lesson 21
Outro
Taught By The Best
Michael Littman
Instructor
Charles Isbell
Instructor
Pushkar Kolhe
Instructor
The Udacity Difference
Combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our proven upskilling system goes after success—relentlessly.
Demonstrate proficiency with practical projects
Projects are based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.
Gain proven experience
Retain knowledge longer
Apply new skills immediately
Top-tier services to ensure learner success
Reviewers provide timely and constructive feedback on your project submissions, highlighting areas of improvement and offering practical tips to enhance your work.
Get help from subject matter experts
Learn industry best practices
Gain valuable insights and improve your skills
Get Started Today
Machine Learning
Month-To-Month
- Unlimited access to our learning catalog
- Always-on learning assistant
- Personalized project reviews
- Program certificates
- Learner community
4 Months
- All the same great benefits in our month-to-month plan
- Most cost-effective way to acquire a new set of skills