Practical Machine Learning Learning Path ( Updated 8/2020)
Разное | Автор: LeeAndro | Добавлено: 13-08-2020, 11:01 | Просмотров (15) | Комментариев (0) | Жалоба |
Practical Machine Learning Learning Path ( Updated 8/2020)
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Difficulty: Intermediate | Genre: eLearning | Language: English | Duration: 6 Modules (15h) | Size: 10.5 GB

QA's Practical Machine Learning learning path is an intense deep dive into the world of machine learning.


Update Courses:

Module 0 - What is Machine Learning - Part Two

Module 2 - Maths for Machine Learning - Part Two

Module 3 - Supervised Learning - Part Two

In it you'll learn how to implement different machine learning models, validate their quality, and how to implement them practically. This course is being iterated, and we are looking to flesh out the scope and learning activities within it. As such, if you have any feedback, please don't hesitate to get in touch and let us know what you think we could do to improve this course.

This learning path is aimed at fledging data scientists and analysts who wish to gain more in-depth knowledge of Machine Learning.

GCSE Mathematics or above.

Must be comfortable with analytical and mathematical thinking.

Familiar with basic python programming: variables, control flow, scope, data structures and functions. Must be comfortable with algorithmic thinking.

Familiar with basics of data analysis including databases, descriptive statistics, and typical business use cases.

After completing Practical Machine Learning, you will know how to:

Explore and prepare data

Develop ML models

Pick ML algorithms for a given task

Understand techniques and metrics used to detee the quality of ML models



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