Descriptions
Grokking Machine Learning, video version. In Video Editions, the narrator reads the book while the table of contents, pictures, code listings, diagrams, and text appear on the screen. Like an audiobook that can also be watched as a video. Discover valuable machine learning techniques that can be understood and applied using only high school math. Grokking Machine Learning will teach you how to apply machine learning to your projects using only standard Python code and high school level math. No special knowledge is required to complete hands-on exercises using Python and readily available machine learning tools. Filled with easy-to-follow Python-based exercises and mini-projects, this book will help you become a machine learning expert.
Discover powerful machine learning techniques that you can understand and apply using only high school math! Simply put, machine learning is a set of data analysis techniques based on algorithms that produce better results if you feed them more data. Machine learning underpins many cutting-edge technologies, such as recommendation engines, facial recognition software, smart speakers, and even self-driving cars. This unique book introduces core machine learning concepts using relevant examples, engaging exercises, and clear illustrations. This course avoids confusing academic jargon and offers clear explanations that require only basic algebra. Along the way, you’ll create interesting projects in Python, including spam detection and image recognition models. You will also gain practical skills in data cleaning and preparation.
What will you learn
- Controlled algorithms for classification and data separation
- Methods for cleaning and simplifying data
- Machine Learning Packages and Tools
- Neural networks and ensemble methods for complex data sets
Grokking Machine Learning Specifications Video Release
- Publisher: Oreily
- Teacher: Luis Serrano
- English language
- Level: All levels
- Number of courses: 97
- Duration: 15 hours 13 minutes.
Content for 2021–2012
Requirements
- No machine learning knowledge is required, but a basic level of Python is required.
Images
Sample clip
Installation instructions
Extract the files and watch on your favorite player
Subtitles: Not available
Quality: 720p
Download links
Password file(s): free download software
file size
1.3 GB