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Overview
Whether finance, medicine, engineering, business or other domains, this Machine Learning - Algorithms in the Real World Specialization offered by Coursera in partnership with Alberta Machine Intelligence Institute will set you up to define, train, and maintain a successful machine learning application.
After completing all four courses, you will have gone through the entire process of building a machine learning project. You will be able to clearly define a machine learning problem, identify appropriate data, train a classification algorithm, improve your results, and deploy it in the real world. You will also be able to anticipate and mitigate common pitfalls in applied machine learning.
What you will learn
- Clearly define an ML problem
- Survey available data resources and identify potential ML applications
- Prepare data for effective ML applications
- Take a business need and turn it into a machine learning application
Programme Structure
Courses include:
- Machine Learning Problem Definition
- Data Preparation for Machine Learning
- Supervised Learning Techniques
- Model Evaluation and Validation
- Feature Engineering and Model Optimization
- Machine Learning Project Deployment and Maintenance
Key information
Duration
- Part-time
- 1 months
- 10 hrs/week
Start dates & application deadlines
You can apply for and start this programme anytime.
Language
English
Delivered
Online
- Self-paced
Campus Location
- Mountain View, United States
Disciplines
Machine Learning View 202 other Short Courses in Machine Learning in United StatesWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
- Intermediate Level
- We recommend a background in analytics, math (linear algebra, matrix multiplication), statistics and beginner level python programming.
- This specialization is aimed at learners and professionals across domains who want to develop practical skills in building, training, and deploying machine learning models for real‑world applications.
Tuition Fees
Additional Details
Course is free for the first 7 days. After 7 days, the course can be accessed with the Coursera Plus Subscription
Funding
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