Machine Learning: From Zero to Hero
Laurence Moloney/Google
These videos include linked Jupyter Notebooks(Online AI environments) that enable the viewer to experiment with the concepts described in the videos.
Machine Learning represents a new paradigm in programming, where instead of programming explicit rules in a language such as Java or C++, you build a system which is trained on data to infer the rules itself. But what does ML actually look like? In part one of Machine Learning Zero to Hero, AI Advocate Laurence Moroney (lmoroney@) walks through a basic Hello World example of building an ML model, introducing ideas which we'll apply in later episodes to a more interesting problem: computer vision.
This video is also subtitled in Chinese, Indonesian, Italian, Japanese, Korean, Portuguese, and Spanish.
These videos include linked Jupyter Notebooks(Online AI environments) that enable the viewer to experiment with the concepts described in the videos.
- Part I- Intro to Machine Learning- https://youtu.be/KNAWp2S3w94
Machine Learning represents a new paradigm in programming, where instead of programming explicit rules in a language such as Java or C++, you build a system which is trained on data to infer the rules itself. But what does ML actually look like? In part one of Machine Learning Zero to Hero, AI Advocate Laurence Moroney (lmoroney@) walks through a basic Hello World example of building an ML model, introducing ideas which we'll apply in later episodes to a more interesting problem: computer vision.
This video is also subtitled in Chinese, Indonesian, Italian, Japanese, Korean, Portuguese, and Spanish.
- Part II: Basic Computer Vision with Machine Learning- https://youtu.be/bemDFpNooA8
- Part III- Introducing convolutional neural networks- https://youtu.be/x_VrgWTKkiM
- Part IV- Build an image classifier- https://youtu.be/u2TjZzNuly8