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https://github.com/labex-labs/practice-ml-programming-courses

Machine Learning Programming Courses | This repo collects 10 of programming courses for Machine Learning. Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clea...
https://github.com/labex-labs/practice-ml-programming-courses

List: practice-ml-programming-courses

awesome awesome-list courses exercises hands-on labex ml programming

Last synced: 29 days ago
JSON representation

Host: GitHub
URL: https://github.com/labex-labs/practice-ml-programming-courses
Owner: labex-labs
Created: 2024-06-06T07:21:19.000Z (6 months ago)
Default Branch: master
Last Pushed: 2024-10-01T01:53:13.000Z (2 months ago)
Last Synced: 2024-11-08T19:02:42.390Z (about 1 month ago)
Topics: awesome, awesome-list, courses, exercises, hands-on, labex, ml, programming
Homepage: https://labex.io/skilltrees/ml
Size: 10.7 KB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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ultimate-awesome - practice-ml-programming-courses - Machine Learning Programming Courses | This repo collects 10 of programming courses for Machine Learning. Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clea. (Other Lists / PowerShell Lists)

README

        # Practice Machine Learning Programming Courses







Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clear roadmap to understand algorithms, model training, and data analysis. Hands-on, non-video courses and practical exercises in an interactive ML playground ensure you develop real-world skills in building and deploying machine learning models.

|   Index | Name                                                                                               | Level   | Repo                                                                       | Course Link                                                            |

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

|      01 | [Quick Start with Python](https://labex.io/courses/quick-start-with-python)                        | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-python)            | [🚀 Start](https://labex.io/courses/quick-start-with-python)            |

|      02 | [Quick Start with scikit-learn](https://labex.io/courses/quick-start-with-scikit-learn)            | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-scikit-learn)      | [🚀 Start](https://labex.io/courses/quick-start-with-scikit-learn)      |

|      03 | [Quick Start with TensorFlow](https://labex.io/courses/quick-start-with-tensorflow)                | ★★☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-tensorflow)        | [🚀 Start](https://labex.io/courses/quick-start-with-tensorflow)        |

|      04 | [Quick Start with OpenCV](https://labex.io/courses/quick-start-with-opencv)                        | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-opencv)            | [🚀 Start](https://labex.io/courses/quick-start-with-opencv)            |

|      05 | [Supervised Learning: Regression](https://labex.io/courses/supervised-learning-regression)         | ★★☆     | [🔗 Repo](https://github.com/labex-labs/supervised-learning-regression)     | [🚀 Start](https://labex.io/courses/supervised-learning-regression)     |

|      06 | [Supervised Learning: Classification](https://labex.io/courses/supervised-learning-classification) | ★★☆     | [🔗 Repo](https://github.com/labex-labs/supervised-learning-classification) | [🚀 Start](https://labex.io/courses/supervised-learning-classification) |

|      07 | [Unsupervised Learning: Clustering](https://labex.io/courses/unsupervised-learning-clustering)     | ★★☆     | [🔗 Repo](https://github.com/labex-labs/unsupervised-learning-clustering)   | [🚀 Start](https://labex.io/courses/unsupervised-learning-clustering)   |

|      08 | [Foundations of Deep Learning](https://labex.io/courses/foundations-of-deep-learning)              | ★★☆     | [🔗 Repo](https://github.com/labex-labs/foundations-of-deep-learning)       | [🚀 Start](https://labex.io/courses/foundations-of-deep-learning)       |

|      09 | [Machine Learning Practice Labs](https://labex.io/courses/ml-practice-labs)                        | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/ml-practice-labs)                   | [🚀 Start](https://labex.io/courses/ml-practice-labs)                   |

|      10 | [Machine Learning Practice Challenges](https://labex.io/courses/ml-practice-challenges)            | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/ml-practice-challenges)             | [🚀 Start](https://labex.io/courses/ml-practice-challenges)             |

## More Courses

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- [Practice Cyber Security Programming Courses](https://github.com/labex-labs/practice-cysec-programming-courses)

- [Practice Python Programming Courses](https://github.com/labex-labs/practice-python-programming-courses)

- [Practice Docker Programming Courses](https://github.com/labex-labs/practice-docker-programming-courses)

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- [Practice Kubernetes Programming Courses](https://github.com/labex-labs/practice-kubernetes-programming-courses)

- [Practice Big Data Programming Courses](https://github.com/labex-labs/practice-bigdata-programming-courses)

- [Practice Machine Learning Programming Courses](https://github.com/labex-labs/practice-ml-programming-courses)

- [Practice Web Development Programming Courses](https://github.com/labex-labs/practice-web-development-programming-courses)

- [Practice Git Programming Courses](https://github.com/labex-labs/practice-git-programming-courses)

- [Practice Ansible Programming Courses](https://github.com/labex-labs/practice-ansible-programming-courses)

- [Practice Jenkins Programming Courses](https://github.com/labex-labs/practice-jenkins-programming-courses)

- [Practice Shell Programming Courses](https://github.com/labex-labs/practice-shell-programming-courses)

- [Practice Java Programming Courses](https://github.com/labex-labs/practice-java-programming-courses)

- [Practice Hadoop Programming Courses](https://github.com/labex-labs/practice-hadoop-programming-courses)

- [Practice C++ Programming Courses](https://github.com/labex-labs/practice-cpp-programming-courses)

- [Practice C Programming Courses](https://github.com/labex-labs/practice-c-programming-courses)

- [Practice MySQL Programming Courses](https://github.com/labex-labs/practice-mysql-programming-courses)

- [Practice Go Programming Courses](https://github.com/labex-labs/practice-go-programming-courses)

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- [Practice OpenCV Programming Courses](https://github.com/labex-labs/practice-opencv-programming-courses)

- [Practice Django Programming Courses](https://github.com/labex-labs/practice-django-programming-courses)

- [Practice Pandas Programming Courses](https://github.com/labex-labs/practice-pandas-programming-courses)

- [Practice NumPy Programming Courses](https://github.com/labex-labs/practice-numpy-programming-courses)

- [Practice scikit-learn Programming Courses](https://github.com/labex-labs/practice-sklearn-programming-courses)

- [Practice Matplotlib Programming Courses](https://github.com/labex-labs/practice-matplotlib-programming-courses)

- [Practice Algorithm Programming Courses](https://github.com/labex-labs/practice-algorithm-programming-courses)

- [Practice HTML Programming Courses](https://github.com/labex-labs/practice-html-programming-courses)

- [Practice CSS Programming Courses](https://github.com/labex-labs/practice-css-programming-courses)

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- [Practice jQuery Programming Courses](https://github.com/labex-labs/practice-jquery-programming-courses)

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