Optimizing Machine Learning Performance
Machine Learning: Algorithms in the Real World,
This course synthesizes everything your have learned in the applied machine learning specialization. You will now walk through a complete machine learning project to prepare a machine learning maintenance roadmap. You will understand and analyze how to deal with changing data. You will also be able to identify and interpret potential unintended effects in your project. You will understand and define procedures to operationalize and maintain your applied machine learning model. By the end of this course you will have all the tools and understanding you need to confidently roll out a machine learning project and prepare to optimize it in your business context. To be successful, you should have at least beginner-level background in Python programming (e.g., be able to read and code trace existing code, be comfortable with conditionals, loops, variables, lists, dictionaries and arrays). You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the final course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute (Amii).
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Rating | 4.0★ based on 2 ratings |
---|---|
Length | 5 weeks |
Starts | Jun 26 (44 weeks ago) |
Cost | $99 |
From | Alberta Machine Intelligence Institute via Coursera |
Instructor | Anna Koop |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Business |
Tags | Computer Science Data Science Business Algorithms Machine Learning Business Strategy |
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extremely useful for people
The whole specialization is extremely useful for people starting in ML.
whole specialization is extremely
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I believe this not sufficient to discuss a lot of tasks in one course
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the course is too long and a lot of tasks have been discussed in this course.
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
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Rating | 4.0★ based on 2 ratings |
---|---|
Length | 5 weeks |
Starts | Jun 26 (44 weeks ago) |
Cost | $99 |
From | Alberta Machine Intelligence Institute via Coursera |
Instructor | Anna Koop |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Business |
Tags | Computer Science Data Science Business Algorithms Machine Learning Business Strategy |
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