Description
Grokking Machine Learning, video edition, is a machine learning course published by Oreilly Academy. In the video versions, the narrator reads the book while the table of contents, figures, code lists, diagrams, and text appear on the screen. Like an audio book that you can also watch as a video. Discover valuable machine learning techniques you can understand and apply using high school math. This course teaches you how to apply ML to your projects using only standard Python code and high school level math. No specialized knowledge is required to tackle hands-on exercises using Python and machine learning tools available. Combined with Python-based exercises and mini-projects, this course will put you on the path to becoming a machine learning expert. Discover powerful machine learning techniques you can understand and apply using only high school math.
Simply put, machine learning is a set of techniques for analyzing data based on algorithms that provide better results when given more data. ML powers many advanced technologies such as recommendation systems, facial recognition software, smart speakers, and even self-driving cars. This unique course introduces core machine learning concepts using relevant examples, engaging exercises, and clear illustrations. This course avoids confusing academic jargon and provides clear explanations that require only introductory algebra. During the course, you will build interesting projects with Python, including models for spam detection and image recognition. You will also gain practical skills for data cleaning and preparation.
What you will learn
- Supervised algorithms for data classification and segmentation
- Methods for cleaning and simplifying data
- Machine learning packages and tools
- Neural networks and ensemble methods for complex data sets
Specifications of the Grokking Machine Learning course, video edition
- Publisher: Oreilly
- teacher : Luis Serrano
- English language
- Education level: all levels
- Number of courses: 97
- Training duration: 15 hours and 13 minutes
Head of the course chapters on 2021-12
Course prerequisites
- No machine learning knowledge necessary, but basic Python required.
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
1.3 GB
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