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https://github.com/labex-labs/quick-start-with-tensorflow

[Quick Start with TensorFlow] This repository collects 9 of programming scenarios (labs and challenges) for Quick Start with TensorFlow. In this course, you will learn the basic concepts and syntax of TensorFlow 2, and how to use TensorFlow 2 to implement deep learning algorithms.
https://github.com/labex-labs/quick-start-with-tensorflow

List: quick-start-with-tensorflow

awesome awesome-list challenges course education hands-on labex labs machine-learning programming scikit-learn tensorflow

Last synced: 2 months ago
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Host: GitHub
URL: https://github.com/labex-labs/quick-start-with-tensorflow
Owner: labex-labs
Created: 2024-05-22T09:03:19.000Z (8 months ago)
Default Branch: master
Last Pushed: 2024-08-01T01:28:03.000Z (6 months ago)
Last Synced: 2024-08-02T04:23:09.043Z (6 months ago)
Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, machine-learning, programming, scikit-learn, tensorflow
Homepage: https://labex.io/skilltrees/ml
Size: 4.88 KB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Quick Start with TensorFlow

[![Quick Start with TensorFlow](https://cover-creator.appbot.io/quick-start-with-tensorflow.png)](https://labex.io/courses/quick-start-with-tensorflow)

[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/quick-start-with-tensorflow)

In this course, you will learn the basic concepts and syntax of TensorFlow 2, and how to use TensorFlow 2 to implement deep learning algorithms.

![Machine-Learning](https://img.shields.io/badge/Machine-Learning-whitesmoke?style=for-the-badge&logo=machine-learning)

![TensorFlow](https://img.shields.io/badge/TensorFlow-whitesmoke?style=for-the-badge&logo=tensorflow)

![scikit-learn](https://img.shields.io/badge/scikit-learn-whitesmoke?style=for-the-badge&logo=scikit-learn)

## Environment

LabEx is an interactive, hands-on learning platform dedicated to coding and technology. It combines labs, AI assistance, and virtual machines to provide a no-video, practical learning experience.

![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)

- A strict “Learn by Doing” approach with exclusive hands-on labs and no videos.

- Interactive online environments within the browser, with automated step-by-step checks.

- A structured content organization with the Skill Tree based learning system.

- A growing learning resource of 30 Skill Trees and over 6,000 Labs.

- The AI learning assistant Labby, built on ChatGPT, providing a conversational learning experience.

Learn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).

## Exercises

|   Index | Name                                                    | Difficulty   | Practice                                                                                                                                 |

|---------|---------------------------------------------------------|--------------|------------------------------------------------------------------------------------------------------------------------------------------|

|       1 | 📖 Concepts and Syntax of Tensorflow 2                   | ★☆☆          | Start Lab                               |

|       2 | 📖 Implementation of Computing Derivative and Automat... | ★☆☆          | Start Lab |

|       3 | 📖 Linear Regression Implemented by Tensorflow 2         | ★☆☆          | Start Lab                     |

|       4 | 📖 Polynomial Regression Implemented by Low Level Api    | ★☆☆          | Start Lab                |

|       5 | 📖 Shallow Neural Network Implemented by Tensorflow 2    | ★☆☆          | Start Lab                |

|       6 | 📖 Classification of Car Safety Evaluation Dataset       | ★☆☆          | Start Lab                   |

|       7 | 📖 Deep Neural Network Implemented by Tensorflow 2       | ★☆☆          | Start Lab                   |

|       8 | 📖 Implementation of Classic Convolutional Neural Net... | ★☆☆          | Start Lab            |

|       9 | 📖 Tensorflow 2 Model Saving and Restoring               | ★☆☆          | Start Lab                           |

## More

- 🔗 [Machine Learning Programming Courses](https://github.com/labex-labs/awesome-programming-courses)

- 🔗 [Machine Learning Programming Projects](https://github.com/labex-labs/awesome-programming-projects)

- 🔗 [Machine Learning Free Tutorials](https://github.com/labex-labs/ml-free-tutorials)